UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
 
Form 10-Q
 
(Mark One)
QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the quarterly period ended September 30, 2020March 31, 2021
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.
(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
(Address of principal executive offices) (Zip Code)
(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
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.    Yes      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).  Yes   No
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 definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company” and “emerging growth company” in Rule 12b-2 of the Exchange Act.
Large accelerated filerAccelerated filer
Non-accelerated filerSmaller 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.          
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act).  Yes      No  
As of OctoberApril 26, 2020,2021, the number of shares of the registrant’s Common Stock outstanding was 561,283,772562,765,755 shares.




 
 
INTERCONTINENTAL EXCHANGE, INC.
Form 10-Q
Quarterly Period Ended September 30, 2020March 31, 2021
TABLE OF CONTENTS
 
 
PART I.Financial Statements
Item 1.
Consolidated Balance Sheets as of September 30, 2020March 31, 2021 and December 31, 20192020
Consolidated Statements of Income for the nine and three months ended September 30,March 31, 2021 and 2020 and 2019
Consolidated Statements of Comprehensive Income for the nine and three months ended September 30,March 31, 2021 and 2020 and 2019
Consolidated Statements of Changes in Equity and Redeemable Non-Controlling Interest for the nine and three months ended September 30,March 31, 2021 and 2020 and 2019
Consolidated Statements of Cash Flows for the ninethree months ended September 30,March 31, 2021 and 2020 and 2019
Item 2.
Item 3.
Item 4.
PART II.Other Information
Item 1.
Item 1A.
Item 2.
Item 3.
Item 4.
Item 5.
Item 6.



PART I. Financial Statements
Item 1.    Consolidated Financial Statements (Unaudited)

Intercontinental Exchange, Inc. and Subsidiaries
Consolidated Balance Sheets
(In millions, except per share amounts)
(Unaudited)
As ofAs ofAs ofAs of
September 30, 2020December 31, 2019March 31, 2021December 31, 2020
Assets:Assets:Assets:
Current assets:Current assets:Current assets:
Cash and cash equivalentsCash and cash equivalents$610 $841 Cash and cash equivalents$562 $583 
Short-term restricted cash and cash equivalentsShort-term restricted cash and cash equivalents993 943 Short-term restricted cash and cash equivalents1,065 1,000 
Customer accounts receivable, net of allowance for doubtful accounts of $25 and $8, respectively1,310 988 
Customer accounts receivable, net of allowance for doubtful accounts of $27 at March 31, 2021 and December 31, 2020Customer accounts receivable, net of allowance for doubtful accounts of $27 at March 31, 2021 and December 31, 20201,530 1,230 
Margin deposits, guaranty funds and delivery contracts receivableMargin deposits, guaranty funds and delivery contracts receivable85,900 64,987 Margin deposits, guaranty funds and delivery contracts receivable85,608 84,083 
Prepaid expenses and other current assetsPrepaid expenses and other current assets324 220 Prepaid expenses and other current assets410 323 
Total current assetsTotal current assets89,137 67,979 Total current assets89,175 87,219 
Property and equipment, netProperty and equipment, net1,693 1,536 Property and equipment, net1,731 1,713 
Other non-current assets:Other non-current assets:Other non-current assets:
GoodwillGoodwill21,243 13,342 Goodwill21,304 21,291 
Other intangible assets, netOther intangible assets, net14,507 10,258 Other intangible assets, net14,242 14,408 
Long-term restricted cash and cash equivalentsLong-term restricted cash and cash equivalents408 404 Long-term restricted cash and cash equivalents398 408 
Other non-current assetsOther non-current assets1,092 974 Other non-current assets1,195 1,161 
Total other non-current assetsTotal other non-current assets37,250 24,978 Total other non-current assets37,139 37,268 
Total assetsTotal assets$128,080 $94,493 Total assets$128,045 $126,200 
Liabilities and Equity:Liabilities and Equity:Liabilities and Equity:
Current liabilities:Current liabilities:Current liabilities:
Accounts payable and accrued liabilitiesAccounts payable and accrued liabilities$594 $505 Accounts payable and accrued liabilities$673 $639 
Section 31 fees payableSection 31 fees payable53 138 Section 31 fees payable123 207 
Accrued salaries and benefitsAccrued salaries and benefits274 291 Accrued salaries and benefits136 346 
Deferred revenueDeferred revenue267 129 Deferred revenue523 158 
Short-term debtShort-term debt2,463 2,569 Short-term debt2,068 2,411 
Margin deposits, guaranty funds and delivery contracts payableMargin deposits, guaranty funds and delivery contracts payable85,900 64,987 Margin deposits, guaranty funds and delivery contracts payable85,608 84,083 
Other current liabilitiesOther current liabilities135 197 Other current liabilities271 155 
Total current liabilitiesTotal current liabilities89,686 68,816 Total current liabilities89,402 87,999 
Non-current liabilities:Non-current liabilities:Non-current liabilities:
Non-current deferred tax liability, netNon-current deferred tax liability, net3,567 2,314 Non-current deferred tax liability, net3,527 3,563 
Long-term debtLong-term debt14,869 5,250 Long-term debt14,131 14,126 
Accrued employee benefitsAccrued employee benefits187 198 Accrued employee benefits203 206 
Non-current operating lease liabilityNon-current operating lease liability315 281 Non-current operating lease liability306 320 
Other non-current liabilitiesOther non-current liabilities310 270 Other non-current liabilities391 359 
Total non-current liabilitiesTotal non-current liabilities19,248 8,313 Total non-current liabilities18,558 18,574 
Total liabilitiesTotal liabilities108,934 77,129 Total liabilities107,960 106,573 
Commitments and contingenciesCommitments and contingenciesCommitments and contingencies00
Redeemable non-controlling interest in consolidated subsidiariesRedeemable non-controlling interest in consolidated subsidiaries94 78 Redeemable non-controlling interest in consolidated subsidiaries91 93 
2


Equity:Equity:Equity:
Intercontinental Exchange, Inc. stockholders’ equity:Intercontinental Exchange, Inc. stockholders’ equity:Intercontinental Exchange, Inc. stockholders’ equity:
Preferred stock, $0.01 par value; 100 shares authorized; NaN issued or outstanding at September 30, 2020 and December 31, 2019
Common stock, $0.01 par value; 1,500 shares authorized; 628 and 607 issued at September 30, 2020 and December 31, 2019, respectively, and 561 and 554 shares outstanding at September 30, 2020 and December 31, 2019, respectively
Treasury stock, at cost; 67 and 53 shares, respectively(5,198)(3,879)
Preferred stock, $0.01 par value; 100 shares authorized; NaN issued or outstanding at March 31, 2021 and December 31, 2020Preferred stock, $0.01 par value; 100 shares authorized; NaN issued or outstanding at March 31, 2021 and December 31, 2020
Common stock, $0.01 par value; 1,500 shares authorized; 631 and 629 issued at March 31, 2021 and December 31, 2020, respectively, and 563 and 561 shares outstanding at March 31, 2021 and December 31, 2020, respectivelyCommon stock, $0.01 par value; 1,500 shares authorized; 631 and 629 issued at March 31, 2021 and December 31, 2020, respectively, and 563 and 561 shares outstanding at March 31, 2021 and December 31, 2020, respectively
Treasury stock, at cost; 68 shares at March 31, 2021 and December 31, 2020Treasury stock, at cost; 68 shares at March 31, 2021 and December 31, 2020(5,265)(5,200)
Additional paid-in capitalAdditional paid-in capital13,804 11,742 Additional paid-in capital13,908 13,845 
Retained earningsRetained earnings10,682 9,629 Retained earnings11,498 11,039 
Accumulated other comprehensive lossAccumulated other comprehensive loss(273)(243)Accumulated other comprehensive loss(184)(192)
Total Intercontinental Exchange, Inc. stockholders’ equityTotal Intercontinental Exchange, Inc. stockholders’ equity19,021 17,255 Total Intercontinental Exchange, Inc. stockholders’ equity19,963 19,498 
Non-controlling interest in consolidated subsidiariesNon-controlling interest in consolidated subsidiaries31 31 Non-controlling interest in consolidated subsidiaries31 36 
Total equityTotal equity19,052 17,286 Total equity19,994 19,534 
Total liabilities and equityTotal liabilities and equity$128,080 $94,493 Total liabilities and equity$128,045 $126,200 

See accompanying notes.
3


Intercontinental Exchange, Inc. and Subsidiaries
Consolidated Statements of Income
(In millions, except per share amounts)
(Unaudited)
Nine Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31,
202020192020201920212020
Revenues:Revenues:Revenues:
Transaction and clearing, net$3,726 $2,698 $1,155 $929 
Data services1,727 1,652 589 553 
Listings334 336 111 114 
Other revenues224 194 75 67 
ExchangesExchanges$1,606 $1,605 
Fixed income and data servicesFixed income and data services468 464 
Mortgage technologyMortgage technology355 46 
Total revenuesTotal revenues6,011 4,880 1,930 1,663 Total revenues2,429 2,115 
Transaction-based expenses:Transaction-based expenses:Transaction-based expenses:
Section 31 feesSection 31 fees465 274 145 105 Section 31 fees125 166 
Cash liquidity payments, routing and clearingCash liquidity payments, routing and clearing1,181 702 374 222 Cash liquidity payments, routing and clearing507 390 
Total revenues, less transaction-based expensesTotal revenues, less transaction-based expenses4,365 3,904 1,411 1,336 Total revenues, less transaction-based expenses1,797 1,559 
Operating expenses:Operating expenses:Operating expenses:
Compensation and benefitsCompensation and benefits849 768 298 261 Compensation and benefits354 278 
Professional servicesProfessional services100 97 37 35 Professional services44 29 
Acquisition-related transaction and integration costsAcquisition-related transaction and integration costs90 76 Acquisition-related transaction and integration costs18 12 
Technology and communicationTechnology and communication388 346 131 126 Technology and communication162 131 
Rent and occupancyRent and occupancy59 52 19 17 Rent and occupancy21 21 
Selling, general and administrativeSelling, general and administrative132 116 43 33 Selling, general and administrative51 49 
Depreciation and amortizationDepreciation and amortization494 473 180 158 Depreciation and amortization255 157 
Total operating expensesTotal operating expenses2,112 1,853 784 630 Total operating expenses905 677 
Operating incomeOperating income2,253 2,051 627 706 Operating income892 882 
Other income (expense):Other income (expense):Other income (expense):
Interest incomeInterest income27 Interest income
Interest expenseInterest expense(245)(214)(89)(72)Interest expense(107)(72)
Other income, netOther income, net75 30 44 (2)Other income, net48 20 
Other income (expense), netOther income (expense), net(161)(157)(44)(66)Other income (expense), net(59)(46)
Income before income tax expenseIncome before income tax expense2,092 1,894 583 640 Income before income tax expense833 836 
Income tax expenseIncome tax expense512 387 189 103 Income tax expense183 178 
Net incomeNet income$1,580 $1,507 $394 $537 Net income$650 $658 
Net income attributable to non-controlling interestNet income attributable to non-controlling interest(17)(22)(4)(8)Net income attributable to non-controlling interest(4)(8)
Net income attributable to Intercontinental Exchange, Inc.Net income attributable to Intercontinental Exchange, Inc.$1,563 $1,485 $390 $529 Net income attributable to Intercontinental Exchange, Inc.$646 $650 
Earnings per share attributable to Intercontinental Exchange, Inc. common stockholders:Earnings per share attributable to Intercontinental Exchange, Inc. common stockholders:Earnings per share attributable to Intercontinental Exchange, Inc. common stockholders:
BasicBasic$2.85 $2.64 $0.71 $0.95 Basic$1.15 $1.18 
DilutedDiluted$2.83 $2.62 $0.71 $0.94 Diluted$1.14 $1.17 
Weighted average common shares outstanding:Weighted average common shares outstanding:Weighted average common shares outstanding:
BasicBasic549 563 548 559 Basic562 552 
DilutedDiluted552 566 551 563 Diluted565 555 

See accompanying notes.
4


Intercontinental Exchange, Inc. and Subsidiaries
Consolidated Statements of Comprehensive Income
(In millions)
(Unaudited)
Nine Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31,
202020192020201920212020
Net incomeNet income$1,580 $1,507 $394 $537 Net income$650 $658 
Other comprehensive income (loss):Other comprehensive income (loss):Other comprehensive income (loss):
Foreign currency translation adjustments, net of tax expense of $1 for both the nine and three months ended September 30, 2020 and tax benefit of $1 for both the nine and three months ended September 30, 2019(30)(32)48 (39)
Foreign currency translation adjustments, net of tax benefit of $1 for the three months ended March 31, 2021 and 0 tax benefit for the three months ended March 31, 2020Foreign currency translation adjustments, net of tax benefit of $1 for the three months ended March 31, 2021 and 0 tax benefit for the three months ended March 31, 2020(90)
Change in equity method investmentChange in equity method investment(1)Change in equity method investment
Other comprehensive income (loss)Other comprehensive income (loss)(30)(33)48 (39)Other comprehensive income (loss)(90)
Comprehensive incomeComprehensive income$1,550 $1,474 $442 $498 Comprehensive income$658 $568 
Comprehensive income attributable to non-controlling interestComprehensive income attributable to non-controlling interest(17)(22)(4)(8)Comprehensive income attributable to non-controlling interest(4)(8)
Comprehensive income attributable to Intercontinental Exchange, Inc.Comprehensive income attributable to Intercontinental Exchange, Inc.$1,533 $1,452 $438 $490 Comprehensive income attributable to Intercontinental Exchange, Inc.$654 $560 

See accompanying notes.
5


Intercontinental Exchange, Inc. and Subsidiaries
Consolidated Statements of Changes in Equity and Redeemable Non-Controlling Interest
(In millions)
(Unaudited)

Intercontinental Exchange, Inc. Stockholders’ EquityNon-
Controlling
Interest in
Consolidated
Subsidiaries
Total
Equity
Redeemable Non-Controlling InterestIntercontinental Exchange, Inc. Stockholders’ EquityNon-
Controlling
Interest in
Consolidated
Subsidiaries
Total
Equity
Redeemable Non-Controlling Interest
Common
Stock
Treasury StockAdditional
Paid-in
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Income/(Loss)
Common
 Stock
Treasury StockAdditional
Paid-in
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Income/(Loss)
SharesValueSharesValueSharesValueSharesValue
Balance, as of December 31, 2019607 $(53)$(3,879)$11,742 $9,629 $(243)$31 $17,286 $78 
Impact of adoption of ASU 2016-13, net of tax
— — — — — (10)— — (10)— 
Other comprehensive loss— — — — — — (30)— (30)— 
Stock consideration issued for acquisition18 — — — 1,895 — — — 1,895 — 
Balance, as of December 31, 2020Balance, as of December 31, 2020629 $(68)$(5,200)$13,845 $11,039 $(192)$36 $19,534 $93 
Other comprehensive incomeOther comprehensive income— — — — — — — — 
Exercise of common stock optionsExercise of common stock options— — — 26 — — — 26 — Exercise of common stock options— — — — — — — — 
Repurchases of common stock— — (14)(1,247)— — — — (1,247)— 
Payments relating to treasury sharesPayments relating to treasury shares— — — (72)— — — — (72)— Payments relating to treasury shares— — — (65)— — — — (65)— 
Stock-based compensationStock-based compensation— — — — 105 — — — 105 Stock-based compensation— — — — 42 — — — 42 — 
Issuance under the employee stock purchase planIssuance under the employee stock purchase plan— — — — 33 — — — 33 — Issuance under the employee stock purchase plan— — — — 18 — — — 18 — 
Warrants issued to minority interest holders— — — — — — — 
Issuance of restricted stockIssuance of restricted stock— — — — — — — — — Issuance of restricted stock— — — — — — — — — 
Distributions of profitsDistributions of profits— — — — — — — (31)(31)— Distributions of profits— — — — — — — (11)(11)— 
Dividends paid to stockholdersDividends paid to stockholders— — — — — (500)— — (500)— Dividends paid to stockholders— — — — — (187)— — (187)— 
Redeemable non-controlling interest— — — — — — — — 10 
Issuance of non-controlling interest— — — — — — — — 
Net income (loss) attributable to non-controlling interestNet income (loss) attributable to non-controlling interest— — — — — (17)— 22 (5)Net income (loss) attributable to non-controlling interest— — — — — (4)— (2)
Net incomeNet income— — — — — 1,580 — — 1,580 — Net income— — — — — 650 — — 650 — 
Balance, as of September 30, 2020628 $(67)$(5,198)$13,804 $10,682 $(273)$31 $19,052 $94 
Balance, as of March 31, 2021Balance, as of March 31, 2021631 $(68)$(5,265)$13,908 $11,498 $(184)$31 $19,994 $91 


Intercontinental Exchange, Inc. Stockholders’ EquityNon-
Controlling
Interest in
Consolidated
Subsidiaries
Total
Equity
Redeemable Non-Controlling Interest
Common
Stock
Treasury StockAdditional
Paid-in
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Income/(Loss)
SharesValueSharesValue
Balance, as of June 30, 2020609 $(65)$(5,050)$11,856 $10,462 $(321)$41 $16,994 $95 
Other comprehensive income— — — — — — 48 — 48 — 
Stock consideration issued for acquisition18 — — — 1,895 — — — 1,895 — 
Exercise of common stock options— — — — — — — 
Repurchases of common stock— — (2)(148)— — — — (148)— 
Stock-based compensation— — — — 32 — — — 32 
Issuance under the employee stock purchase plan— — — — 17 — — — 17 — 
Distributions of profits— — — — — — — (16)(16)— 
Dividends paid to stockholders— — — — — (170)— — (170)— 
Net income (loss) attributable to non-controlling interest— — — — — (4)— (2)
Net income— — — — — 394 — — 394 — 
Balance, as of September 30, 2020628 $(67)$(5,198)$13,804 $10,682 $(273)$31 $19,052 $94 

See accompanying notes.








6


Intercontinental Exchange, Inc. and Subsidiaries
Consolidated Statements of Changes in Equity and Redeemable Non-Controlling Interest — (Continued)
(In millions)
(Unaudited)

Intercontinental Exchange, Inc. Stockholders’ EquityNon-
Controlling
Interest in
Consolidated
Subsidiaries
Total
Equity
Redeemable Non-Controlling Interest
Common
Stock
Treasury StockAdditional
Paid-in
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Income/(Loss)
SharesValueSharesValue
Balance, as of December 31, 2018604 $(35)$(2,354)$11,547 $8,317 $(315)$30 $17,231 $71 
Other comprehensive loss— — — — — — (33)— (33)— 
Exercise of common stock options— — — 22 — — — 22 — 
Repurchases of common stock— — (14)(1,120)— — — — (1,120)— 
Payments relating to treasury shares— — — (64)— — — — (64)— 
Stock-based compensation— — — — 109 — — — 109 
Issuance under the employee stock purchase plan— — — — 28 — — — 28 — 
Issuance of restricted stock— — — — — — — — — 
Distributions of profits— — — — — — — (29)(29)— 
Dividends paid to stockholders— — — — — (467)— — (467)— 
Net income attributable to non-controlling interest— — — — — (22)— 23 (2)
Net income— — — — — 1,507 — — 1,507 — 
Balance, as of September 30, 2019607 $(49)$(3,538)$11,706 $9,335 $(348)$24 $17,185 $72 



Intercontinental Exchange, Inc. Stockholders’ EquityNon-
Controlling
Interest in
Consolidated
Subsidiaries
Total
Equity
Redeemable Non-Controlling InterestIntercontinental Exchange, Inc. Stockholders’ EquityNon-
Controlling
Interest in
Consolidated
Subsidiaries
Total
Equity
Redeemable Non-Controlling Interest
Common
Stock
Treasury StockAdditional
Paid-in
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Income/(Loss)
Common
 Stock
Treasury StockAdditional
Paid-in
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Income/(Loss)
SharesValueSharesValueSharesValueSharesValue
Balance, as of June 30, 2019606 $(45)$(3,194)$11,651 $8,961 $(309)$31 $17,146 $72 
Balance, as of December 31, 2019Balance, as of December 31, 2019607 $(53)$(3,879)$11,742 $9,629 $(243)$31 $17,286 $78 
Impact of adoption of ASU 2016-13, net of taxImpact of adoption of ASU 2016-13, net of tax— — — — — (10)— — (10)— 
Other comprehensive lossOther comprehensive loss— — — — — — (39)— (39)— Other comprehensive loss— — — — — — (90)— (90)— 
Exercise of common stock optionsExercise of common stock options— — — — — — — Exercise of common stock options— — — — 11 — — — 11 — 
Repurchases of common stockRepurchases of common stock— — (4)(340)— — — — (340)— Repurchases of common stock— — (8)(699)— — — — (699)— 
Payments relating to treasury sharesPayments relating to treasury shares— — — (4)— — — — (4)— Payments relating to treasury shares— — — (69)— — — — (69)— 
Stock-based compensationStock-based compensation— — — — 36 — — — 36 Stock-based compensation— — — — 38 — — — 38 
Issuance under the employee stock purchase planIssuance under the employee stock purchase plan— — — — 14 — — — 14 — Issuance under the employee stock purchase plan— — — — 16 — — — 16 — 
Warrants issued to minority interest holdersWarrants issued to minority interest holders— — — — — — — 
Issuance of restricted stockIssuance of restricted stock— — — — — — — — — 
Distributions of profitsDistributions of profits— — — — — — — (15)(15)— Distributions of profits— — — — — — — (15)(15)— 
Dividends paid to stockholdersDividends paid to stockholders— — — — — (155)— — (155)— Dividends paid to stockholders— — — — — (166)— — (166)— 
Net income attributable to non-controlling interest— — — — — (8)— (1)
Redeemable non-controlling interestRedeemable non-controlling interest— — — — — — — — — 10 
Net income (loss) attributable to non-controlling interestNet income (loss) attributable to non-controlling interest— — — — — (8)— 10 (2)
Net incomeNet income— — — — — 537 — — 537 — Net income— — — — — 658 — — 658 — 
Balance, as of September 30, 2019607 $(49)$(3,538)$11,706 $9,335 $(348)$24 $17,185 $72 
Balance, as of March 31, 2020Balance, as of March 31, 2020609 $(61)$(4,647)$11,810 $10,103 $(333)$26 $16,965 $97 

See accompanying notes.












76




Intercontinental Exchange, Inc. and Subsidiaries
Consolidated Statements of Cash Flows
(In millions)
(Unaudited)

Nine Months Ended September 30,Three Months Ended March 31,
2020201920212020
Operating activities:Operating activities:Operating activities:
Net incomeNet income$1,580 $1,507 Net income$650 $658 
Adjustments to reconcile net income to net cash provided by operating activities:Adjustments to reconcile net income to net cash provided by operating activities:Adjustments to reconcile net income to net cash provided by operating activities:
Depreciation and amortizationDepreciation and amortization494 473 Depreciation and amortization255 157 
Stock-based compensationStock-based compensation105 100 Stock-based compensation36 41 
Deferred taxesDeferred taxes67 (52)Deferred taxes(22)(3)
OtherOther(48)(34)Other(10)(11)
Changes in assets and liabilities:Changes in assets and liabilities:Changes in assets and liabilities:
Customer accounts receivableCustomer accounts receivable(228)(97)Customer accounts receivable(303)(600)
Other current and non-current assets Other current and non-current assets(43)22  Other current and non-current assets(108)(35)
Section 31 fees payableSection 31 fees payable(85)(70)Section 31 fees payable(84)27 
Deferred revenueDeferred revenue120 114 Deferred revenue375 372 
Other current and non-current liabilitiesOther current and non-current liabilities(147)(81)Other current and non-current liabilities(55)(86)
Total adjustmentsTotal adjustments235 375 Total adjustments84 (138)
Net cash provided by operating activitiesNet cash provided by operating activities1,815 1,882 Net cash provided by operating activities734 520 
Investing activities: Investing activities: Investing activities:
Capital expendituresCapital expenditures(114)(87)Capital expenditures(40)(15)
Capitalized software development costsCapitalized software development costs(154)(116)Capitalized software development costs(76)(44)
Cash paid for acquisitions, net of cash acquiredCash paid for acquisitions, net of cash acquired(9,439)(352)Cash paid for acquisitions, net of cash acquired(249)
Return of capital from equity method investment44 
Proceeds from investments, netProceeds from investments, net(1)Proceeds from investments, net
Net cash used in investing activitiesNet cash used in investing activities(9,702)(512)Net cash used in investing activities(116)(302)
Financing activities:Financing activities:Financing activities:
Proceeds from debt facilities, net9,606 11 
Repayments of debt facilities(1,258)
Proceeds from/(redemption of) commercial paper, net Proceeds from/(redemption of) commercial paper, net1,149 367  Proceeds from/(redemption of) commercial paper, net(343)503 
Repurchases of common stockRepurchases of common stock(1,247)(1,120)Repurchases of common stock(699)
Dividends to stockholdersDividends to stockholders(500)(467)Dividends to stockholders(187)(166)
Payments relating to treasury shares received for restricted stock tax payments and stock option exercisesPayments relating to treasury shares received for restricted stock tax payments and stock option exercises(72)(64)Payments relating to treasury shares received for restricted stock tax payments and stock option exercises(65)(69)
OtherOther31 22 Other12 20 
Net cash provided by (used in) financing activities7,709 (1,251)
Net cash used in financing activitiesNet cash used in financing activities(583)(411)
Effect of exchange rate changes on cash, cash equivalents and restricted cash and cash equivalents Effect of exchange rate changes on cash, cash equivalents and restricted cash and cash equivalents(2) Effect of exchange rate changes on cash, cash equivalents and restricted cash and cash equivalents(1)(9)
Net increase (decrease) in cash, cash equivalents, and restricted cash and cash equivalentsNet increase (decrease) in cash, cash equivalents, and restricted cash and cash equivalents(177)117 Net increase (decrease) in cash, cash equivalents, and restricted cash and cash equivalents34 (202)
Cash, cash equivalents, and restricted cash and cash equivalents, beginning of periodCash, cash equivalents, and restricted cash and cash equivalents, beginning of period2,188 1,872 Cash, cash equivalents, and restricted cash and cash equivalents, beginning of period1,991 2,188 
Cash, cash equivalents, and restricted cash and cash equivalents, end of periodCash, cash equivalents, and restricted cash and cash equivalents, end of period$2,011 $1,989 Cash, cash equivalents, and restricted cash and cash equivalents, end of period$2,025 $1,986 
Supplemental cash flow disclosure:Supplemental cash flow disclosure:Supplemental cash flow disclosure:
Common stock issued for acquisition$1,895 $
Cash paid for income taxesCash paid for income taxes$558 $457 Cash paid for income taxes$131 $127 
Cash paid for interestCash paid for interest$209 $214 Cash paid for interest$128 $69 

See accompanying notes.
87


Intercontinental Exchange, Inc. and Subsidiaries
Notes to Consolidated Financial Statements
(Unaudited)

1.Description of Business
Nature of Business and Organization
We are a leading provider of marketplacemarket infrastructure, data services and technology solutions to a broad range of customers including financial institutions, corporations and government entities. Through our markets, clearinghouses, listings, dataThese products, which span major asset classes including futures, equities, fixed income and technology offerings, weUnited States, or U.S., residential mortgages, provide comprehensive workflow solutions that enable our customers with access to manage risk, raise capitalmission critical workflow tools that are designed to increase asset class transparency and operate their businesses more efficiently. Weworkflow efficiency.
In our Exchanges segment, we operate regulated marketplaces for the listing, trading and clearing of a broad array of derivatives contracts and securities across major asset classes including: energyfinancial securities.
In our Fixed Income and agricultural commodities, metals, interest rates, equities, exchange-traded funds,Data Services segment, we provide fixed income pricing, reference data, indices and execution services as well as global credit default swap, or ETFs, credit derivatives,CDS, clearing and multi-asset class data delivery solutions.
In our Mortgage Technology segment, we provide an end-to-end technology platform that offers customers comprehensive, digital assets, bonds and currencies. In addition, we offer comprehensive data servicesworkflow tools that aim to supportaddress the trading, investment, risk management and connectivity needs of customers aroundinefficiencies that exist in the world and across asset classes. We also offer technology solutions that support the United States, or U.S., residential mortgage industry from application and loan origination, through to final settlement. market.
We operate marketplaces and provide data services in the U.S., United Kingdom, or U.K., European Union, or EU, Canada, Singapore and Singapore,Abu Dhabi Global Market, or ADGM, and offer technology and data solutions to the U.S. mortgage industry.


2.     Summary of Significant Accounting Policies
Basis of Presentation
We prepared the accompanying unaudited consolidated financial statements in accordance with U.S. generally accepted accounting principles, or U.S. GAAP, pursuant to the rules and regulations of the Securities and Exchange Commission, or SEC, regarding interim financial reporting. Accordingly, the unaudited consolidated financial statements do not include all of the information and footnotes required by U.S. GAAP for complete financial statements and should be read in conjunction with our audited consolidated financial statements and related notes thereto for the year ended December 31, 2019.2020. The accompanying unaudited consolidated financial statements reflect all adjustments that are, in our opinion, necessary for a fair presentation of results for the interim periods presented. We believe that these adjustments are of a normal recurring nature.
Preparing financial statements in conformity with U.S. GAAP requires us to make certain estimates and assumptions that affect the amounts that are reported in our consolidated financial statements and accompanying disclosures. Actual amounts could differ from those estimates. The results of operations for the nine and three months ended September 30, 2020March 31, 2021 are not necessarily indicative of the results to be expected for any future period or the full fiscal year.
These statements include the accounts of our wholly-owned and controlled subsidiaries. All intercompany balances and transactions between us and our wholly-owned and controlled subsidiaries have been eliminated in consolidation. 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.










We previously operated and presented our results as 2 reportable business segments. Effective October 1, 2020, we changed our internal financial reporting and the captions in which we present revenue in our financial statements because we determined that a change in reportable segments had occurred (Note 16). As of March 31, 2021, our business is conducted through 3 reportable business segments: our Exchanges segment, our Fixed Income and Data Services segment, and our Mortgage Technology segment. Prior periods have been restated to reflect this change. The majority of our identifiable assets are located in the U.S and U.K.
98


Recently Adopted Accounting Pronouncements
During the three months ended March 31, 2021, there were no significant changes to the new and recently adopted accounting pronouncements applicable to us from those disclosed in Note 2 of our Annual Report on Form 10-K for the year ended December 31, 2020, or the Form 10-K.

3.     Acquisitions and Divestitures
Ellie Mae Acquisition
On September 4, 2020, we acquired Ellie Mae, Inc., or Ellie Mae, for aggregate consideration of $11.4 billion from private equity firm Thoma Bravo. The purchase price consisted of $9.5 billion in cash, as adjusted for $335 million of cash and cash equivalents held by Ellie Mae on the date of acquisition, and approximately $1.9 billion, or approximately 18.4 million shares of our common stock, based on our stock price on the acquisition date. ICE funded the cash portion of the purchase price with net proceeds from our offering of senior notes in August 2020, together with the issuance of commercial paper and borrowings under a senior unsecured term loan facility. We have evaluated the impact of this acquisition and related disclosures under ASC 805- Business Combinations.
The purchase price has been allocated to the net tangible and identifiable intangible assets and liabilities based on the preliminary respective estimated fair values on the date of acquisition, as determined with the assistance of a third-party valuation specialist. The excess of purchase price over the net tangible and identifiable intangible assets has been recorded as goodwill. Goodwill represents potential revenue synergies related to new product development, various expense synergies and opportunities to enter new markets. The preliminary purchase price allocation is as follows (in millions):
Standard/DescriptionEffective Date and Adoption ConsiderationsEffect on Financial StatementsPreliminary Purchase Price Allocation
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 securitiesCash and accounts receivable. It 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 on a modified retrospective basis.cash equivalentsWe 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 was not material. Further disclosures and details on our adoption are discussed below.$335 
ASU 2017-04, Property and equipment
Simplifying the Test for 127 
Goodwill Impairment, removes the second step of the goodwill impairment test, which requires a hypothetical7,719 
Identifiable intangibles4,442 
Other assets and liabilities, net51 
Deferred tax liabilities on identifiable intangibles(1,246)
Total preliminary purchase price allocation if the fair value of a reporting unit is less than its carrying value. Goodwill impairment will now be measured using the difference between the carrying value and the fair value of the reporting unit, and any loss recognized should not exceed the total amount of goodwill allocated to that reporting unit.We adopted on January 1, 2020 on a prospective basis.We 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 was not material. The fair values of our reporting units have been greater than their corresponding carrying values in recent years. Changes in future projections, market conditions, and other factors may cause a change in the excess of fair value of our reporting units over their corresponding carrying values.
ASU 2018-15, Customer's Accounting for Implementation Costs Incurred in a Cloud Computing Arrangement that is a Service Contract, helps entities evaluate the accounting for fees paid by a customer in a cloud computing arrangement by providing guidance for determining when an arrangement includes a software license and is solely a hosted service. Customers will now apply the same criteria for capitalizing implementation costs as they would for a software license arrangement. The guidance also prescribes the balance sheet, income statement, and cash flow classification of the capitalized implementation costs and related amortization expense, and requires additional quantitative and qualitative disclosures.
We adopted on January 1, 2020 and apply the rules prospectively to eligible costs incurred on or after the effective date.$We 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 was not material.
ASU No. 2019-12, Simplifying the Accounting for Income Taxes, eliminates certain exceptions related to the approach for intraperiod tax allocation, the methodology for calculating income taxes in an interim period and the recognition of deferred tax liabilities for outside basis differences. It clarifies that single-member limited liability companies, and other similar disregarded entities that are not subject to income tax, are not required to recognize an allocation of consolidated income tax expense in their separate financial statements. Further, it simplifies the accounting for franchise taxes, enacted changes in tax laws or rates and transactions that result in a step-up in the tax basis of goodwill.
Effective for fiscal years beginning after December 15, 2020 with early adoption permitted. We elected early adoption and adopted on January 1, 2020.11,428 We 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 was not material.

In performing the preliminary purchase price allocation, we considered, among other factors, the intended future use of acquired assets, analysis of historical financial performance and estimates of future performance of the Ellie Mae business. We have not yet obtained all of the information related to the fair value of the acquired assets and liabilities.
The primary areas of the preliminary purchase price allocation that are not yet finalized relate to income taxes and certain other tangible assets and liabilities. The allocation of the purchase price will be finalized upon the completion of the analysis of the acquired assets and liabilities within one year of the date of acquisition.
The following table sets forth the components of the preliminary intangible assets associated with the acquisition as of March 31, 2021 (in millions, except years):
Acquisition-Date Preliminary Fair ValueAccumulated AmortizationNet Book ValueUseful Life (Years)
Customer relationships$3,136 $(93)$3,043 10 to 20
Backlog300 (34)266 5
Trademark/Tradenames200 (6)194 5 to 20
 Developed Technology739 (61)678 7
 In-process Research & Development67 — 67 N/A
Total$4,442 $(194)$4,248 

The financial information in the table below summarizes the combined results of operations of ICE and Ellie Mae, on a pro forma basis, as though the companies had been combined as of the beginning of the period presented. The unaudited pro
10
9


Adoptionforma financial information is presented for informational purposes only and is not indicative of ASU 2016-13, Financial Instruments - Measurementthe results of Credit Lossesoperations that would have been achieved if the acquisition had taken place at the beginning of the period presented. Such unaudited pro forma financial information is based on Financial Instrumentsthe historical financial statements of ICE and Ellie Mae. This unaudited pro forma financial information is based on estimates and assumptions that have been made solely for purposes of developing such unaudited pro forma information, including, without limitation, purchase accounting adjustments, interest expense on debt issued to finance the purchase price, acquisition-related transaction costs, the removal of historical Ellie Mae intangible asset amortization and the addition of intangible asset amortization related to this acquisition. The unaudited pro forma financial information does not reflect any synergies or operating cost reductions that have been and may be achieved from the combined operations. The unaudited pro forma financial information combines the historical results for us and Ellie Mae for the three months ended March 31, 2020 in the following table (in millions).
Three months ended March 31, 2020
Total revenues, less transaction-based expenses$1,733 
Net income attributable to ICE$608 
Transaction-based expenses included within revenues, less transaction-based expenses in the table above, were not impacted by pro forma adjustments and agree to the amounts presented historically in our consolidated income statements as they relate solely to ICE and not to Ellie Mae.
Bakkt Transaction
On January 1, 2020,11, 2021, we adoptedannounced that Bakkt Holdings, LLC, or Bakkt, had entered into a definitive agreement to combine with VPC Impact Acquisition Holdings, or VIH, a special purpose acquisition company sponsored by Victory Park Capital, or VPC.
The business combination between Bakkt and VIH is expected to result in over $500 million of cash on the combined company’s balance sheet, reflecting a contribution of up to $207 million of cash held in VIH’s trust account, and a $325 million concurrent private placement, or PIPE, of Class A common stock of the combined company, priced at $10.00 per share, including a $50 million commitment from us. The newly combined company will be renamed Bakkt Holdings, Inc. and is expected to be listed on the New York Stock Exchange, or NYSE.
As part of the transaction, Bakkt’s existing equity holders and management will roll 100% of their equity into the combined company. Assuming no shareholders of VIH exercise their redemption rights, current Bakkt equity holders, including ICE, will own approximately 78% of the combined company, VIH’s public shareholders will own approximately 8%, VPC will own 2%, and PIPE investors (a group that will also include us) will own approximately 12% of the issued and outstanding common stock of the combined company at closing.
Following completion of the business combination, which is expected to occur by the end of the second quarter of 2021, we are expected to have a 65% economic interest and a minority voting interest in the combined company. Prior to the closing, Bakkt revenues and operating expenses continue to be reported within our consolidated revenues and operating expenses. Following the closing, we will have a minority voting interest in the combined company and as a consequence, we expect to deconsolidate Bakkt and treat it as an equity method investment within our financial statements. As of March 31, 2021, we continue to fully consolidate Bakkt and have not applied accounting treatment under the "held for sale" guidance due to conditional regulatory and shareholder approvals.

4. Allowance for Credit Losses

Accounts Receivable

We measure credit losses in accordance with Accounting Standards Update 2016-13, or ASU 2016-13, Financial Instruments -Instruments- Measurement of Credit Losses on Financial Instruments, or ASU 2016-13. This standard requires the application of a current expected credit loss, or CECL, impairment model to financial assets measured at amortized cost, including accounts receivable and certain off-balance-sheet credit exposures. The standard also amends the impairment model for available-for-sale debt securities requiring entities to record credit losses through an allowance account. The CECL model requires an entity to estimate its lifetime expected credit loss and record an allowance that, when deducted from the amortized cost basis of the financial asset, presents the net amount expected to be collected on the financial asset. Adoption of the standard requires more timely recognition of credit losses and credit loss estimates are required to use historical information, current information and reasonable and supportable forecasts of future events.

We adopted ASU 2016-13 using the modified retrospective approach through a cumulative-effect adjustment to retained earnings on January 1, 2020. ASU 2016-13 primarily impacted the calculation of our allowance for doubtful accounts on accounts receivable utilizing the expected credit losses model. Our adoption of ASU 2016-13 was subject to the same internal controls over financial reporting that we apply to our consolidated financial statements and the impact of our adoption was not material. We do not currently hold available-for-sale debt securities, off-balance-sheet credit exposures, or other material financial assets impacted by the standard, besides those mentioned below. 

We considered our material financial assets within scope, including our cash equivalents, short-term and long-term restricted cash equivalents as well as our clearing members' cash equivalent and reverse repurchase receivables, and determined that such assets have a de minimis risk of credit loss. We invest our cash and clearing members' cash by placing it in highly-rated government securities, primarily U.S. Treasury securities and other sovereign debt with original maturities of less than three months which we consider to be cash equivalents, or into reverse repurchase agreements, referred to as reverse repos, with primarily overnight maturities. Reverse repos are valued daily and are subject to collateral maintenance provisions whereby the counterparty must provide additional collateral if the value of the underlying securities lose value, in an amount sufficient to maintain collateralization of at least 102%. Therefore, as of and for the nine months ended September 30, 2020 we have not recorded a credit loss for these financial assets.

Based on the high turnover and collectability of our accounts receivable, as well as the monthly billing process for the majority of revenue, we didhave not experience aexperienced significant increasechanges in theour loss provision recognized upon adoption ofunder the current expected credit loss, or CECL, model. Accounts receivable in our futures and clearing businesses have minimal credit risk as all clearing members are pre-screened, collection periods occur within one month and the services to customers are completed almost instantaneously. Our accounts receivable related to revenues from market data, cash trading, listings, technology services, mortgage technology, CDS transactions and bilateral OTC energy transactions subject us to credit losses, but we expeditiously limit our risk of credit loss by taking action such as terminating trading or transaction access, terminating public listings or ceasing to distribute data for entities with delinquent accounts. The concentration of risk on our accounts receivable is also mitigated by the high quality and the large number of entities comprising our customer base.

10


We estimatedestimate our allowance for doubtful accounts using an aging method, disaggregated based on major revenue stream categories as well as other unique revenue stream factors. The factors for pooling our accounts receivable balances wereare specific to each revenue stream based on our risk assessment, past patterns of collectability, our knowledge of the business, and customer-specific situations. We apply estimated reserve percentages to the risk pools identified, which are derived from historical write-off factors that are based on the accounts receivable balance’s delinquency status and adjusted as appropriate for our reasonable and supportable estimates of current and future economic conditions. We believe that historical write-off trends provide a basis for estimating future patterns of losses because there have been no significant changes in the mix or risk characteristics of the accounts receivable revenue stream pool populations from the risk pools used to calculate our historical write-off rates. At each measurement date we reassess whether our accounts receivable pools continue to exhibit similar risk characteristics. We then determine if assets need to be isolated further as part of their own specific line item reserve due to specific events, such as a customer’s inability to meet its financial obligations (i.e. customer disputes, highly unresponsive customers, delinquency of the receivable, or other indicators of credit deterioration of customers). Lastly, the CECL standardimpairment model is forward-looking and requires us to factor reasonable and supportable economic expectations into our allowance estimate for the asset's entire expected life, which is generally less than one year.
A reconciliation of the beginning and ending amount of allowance for doubtful accounts is as follows for the ninethree months ended September 30, 2020March 31, 2021 (in millions):
11


Allowance for Doubtful Accounts
Beginning balance as of December 31, 20192020$827 
Impact of adoption of ASU 2016-13
13 
Bad debt expense113 
Charge-offs(7)(3)
Ending balance as of September 30, 2020March 31, 2021$2527 
The impact of adoption of ASU 2016-13 was $10 million, net of tax. We recorded this impact as an adjustment to retained earnings on January 1, 2020 as shown in our Consolidated Statement of Changes in Equity and Redeemable Non-Controlling Interest. We have included in our allowance assessment the impact of and our responses to the coronavirus, or COVID-19, pandemic. Our bad debt expense in the table above includes that assessment, the impact of which was not material for the nine and three months ended September 30, 2020.March 31, 2021. We will continue to review our accounts receivable and may incur future charge-offs as better estimates become available in future periods. 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.

3.     Acquisitions
Ellie Mae
On September 4, 2020, we acquired Ellie Mae Intermediate Holdings I, Inc., and its indirect wholly owned subsidiary, Ellie Mae, Inc. (collectively, Ellie Mae), for aggregate consideration of $11.4 billion from private equity firm Thoma Bravo. Ellie Mae is a cloud-based technology solution provider for the mortgage finance industry. Through its digital lending platform, Ellie Mae provides technology solutions to participants in the mortgage supply chain, including over 3,000 customers and thousands of partners and investors who participate on its open network. Originators rely on Ellie Mae to securely manage the exchange of data across the mortgage ecosystem to enable the origination of mortgages while adhering to various local, state and federal compliance requirements. Ellie Mae is a part of ICE Mortgage Technology and is included in our Trading and Clearing segment as of September 30, 2020. From the acquisition date through September 30, 2020, Ellie Mae revenues of $75 million, which are included in our transaction and clearing revenues, and operating expenses of $56 million were recorded for the nine and three months ended September 30, 2020.
The purchase price consisted of $9.5 billion in cash, as adjusted for $335 million of cash and cash equivalents held by Ellie Mae on the date of acquisition, and $1.9 billion, or 18.4 million shares of our common stock, based on our stock price on the acquisition date. ICE funded the cash portion of the purchase price with net proceeds from our offering of new senior notes in August 2020, together with the issuance of commercial paper and borrowings under a new senior unsecured term loan facility (Note 8).
We are currently reviewing the impact of this acquisition under Accounting Standards Codification 805- Business Combinations. Any additional disclosures would not be practical for the nine and three months ending September 30, 2020. Such disclosures, if any, will be included in our Annual Report on Form 10-K for the fiscal year ending December 31, 2020.
The purchase price has been allocated to the net tangible and identifiable intangible assets and liabilities based on the preliminary respective estimated fair values on the date of acquisition. The excess of purchase price over the net tangible and identifiable intangible assets has been recorded as goodwill. Goodwill represents potential revenue synergies related to new product development, various expense synergies and opportunities to enter new markets. The preliminary purchase price allocation is as follows (in millions):
Preliminary Purchase Price Allocation
Cash and cash equivalents$335 
Property and equipment151 
Goodwill7,688 
 Identifiable intangibles4,431 
 Other assets and liabilities, net54 
Deferred tax liabilities on identifiable intangibles(1,241)
Total preliminary purchase price allocation$11,418 
12



In performing the preliminary purchase price allocation, we considered, among other factors, the intended future use of acquired assets, analysis of historical financial performance and estimates of future performance of the Ellie Mae business. We have not yet obtained all of the information related to the fair value of the acquired assets and liabilities.
The primary areas of the preliminary purchase price allocation that are not yet finalized relate to the valuation of the identifiable intangible assets, income taxes, and certain other tangible assets and liabilities. The allocation of the purchase price will be finalized upon the completion of the analysis of the acquired assets and liabilities within one year of the date of acquisition.
The following table sets forth the components of the preliminary intangible assets associated with the acquisition as of September 30, 2020 (in millions, except years):
Acquisition-Date Preliminary Fair ValueAccumulated AmortizationNet Book ValueUseful Life (Years)
Customer relationships$3,125 $(11)$3,114 10 to 20
Backlog300 (3)297 5 to 7
Trademark/Tradenames200 (1)199 5 to 20
Developed Technology739 (8)731 7
In-process Research & Development67 — 67 N/A
Total$4,431 $(23)$4,408 

Bridge2 Solutions
On February 21, 2020, we acquired Bridge2 Solutions, a leading provider of loyalty solutions for merchants and consumers. 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. The purchase price has been allocated to the net tangible and identifiable intangible assets and liabilities based on the respective estimated fair values on the date of acquisition. The excess of purchase price over the net tangible and identifiable intangible assets has been recorded as goodwill. Identified intangible assets primarily consist of customer relationships and developed technology, which have been assigned useful lives of twelve years and seven years, respectively. Bridge2 Solutions is included in our Trading and Clearing segment as part of the Bakkt ecosystem.
To fund the acquisition of Bridge2 Solutions, Bakkt completed a capital call for $300 million in funding by ICE and the minority investors. This acquisition-related capital call triggered a market condition of certain Bakkt equity incentive awards, and as a result, during the nine months ended September 30, 2020 we incurred a $10 million compensation expense related to these awards which has been recorded as an acquisition-related cost.

4.5. Investments
Our equity investments, including our investments in Euroclear plc, or Euroclear, and Coinbase Global, Inc., or Coinbase, among others, are subject to valuation under ASU 2016-01, Financial Instruments- Overall (Subtopic 825-10): Recognition and Measurement of Financial Assets and Financial Liabilities,.or ASU 2016-01. See Note 1415 for a discussion of our determination of fair value of our financial instruments.
Investment in Coinbase
On December 1, 2014, we acquired preferred stock of Coinbase, which operates a cryptocurrency exchange platform, for $10 million, representing a 1.4% ownership share on a fully-diluted, as-converted basis. On April 14, 2021, Coinbase completed an initial public offering, or IPO. On April 15, 2021, we completed the sale of our investment in Coinbase for $1.24 billion, and will record a gain of $1.23 billion in the second quarter of 2021 as other income in our consolidated statement of income (Note 18). Prior to its IPO, Coinbase did not have a readily determinable fair market value, and we accounted for our investment under a fair value policy election made in accordance with ASU 2016-01. This election required 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. As of March 31, 2021, the carrying value of our Coinbase investment was $10 million.
Investment in OCC
We own a 40% interest in the Options Clearing Corporation, or OCC, through a direct investment by the NYSE and which is regulated by the SEC and the Commodity Futures Trading Commission, or CFTC, that we treat as an equity method investment. As of September 30, 2020, theMarch 31, 2021, OCC is our only equity method investment and is included in other non-current assets in the accompanying consolidated balance sheet. We recognized $84$25 million and $51 million during the nine months ended September 30, 2020 and 2019, respectively, and $49 million and $15$17 million during the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively, of equity earnings as our share of the OCC's estimated profits, which is included in other income. Included within the amountsamount recognized during the nine and three months ended September 30, 2020,in 2021 is a $36$16 million cumulativeearnings adjustment to increase our equity earnings for our share of the OCC's estimated profits due to an increase in the OCC’s 2020 transaction revenues.
On February 13, 2019, the SEC disapproved the OCC capital plan that had been established in 2015. 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 wereflect
1311


had estimated. Therefore, duringhigher than reported 2020 net income than originally estimated by OCC. Similarly, included within the nine months ended September 30, 2019, we adjusted equityamount recognized in 2020 is a $7 million earnings in the OCC by $19 million in other incomeadjustment to reflect our share of the OCC's 2018higher than reported 2019 net income. Refer to Note 4 to our consolidated financial statements included in our 2019 Form 10-K for additional details on our OCC investment.

income than originally estimated.
Investment in BIDSEuroclear
We holdown a 9% ownership interest9.8% stake in BIDS Trading, LP, or BIDS, whichEuroclear as of March 31, 2021, and we treatparticipate on the Euroclear Board of Directors. Euroclear is a provider of post-trade services, including settlement, central securities depositories and related services for cross-border transactions across asset classes. We classify our investment in Euroclear as an equity investment subject to valuation under ASU 2016-01 (Note 14). BIDSincluded in other non-current assets in our accompanying consolidated balance sheets. We recognized dividend income of $30 million during the three months ended March 31, 2021, which is included in other income. As a registered broker-dealer and the operatorresult of the BIDS Alternative Trading System. In Octobera 2020 Cboe Global Markets announced its intent to purchase BIDS. Details haveEuropean regulation limiting dividend payments, we did not been made publicly available, other than that the sale is expected to closereceive a Euroclear dividend in 2021, at which time we will record our financial statement impact.2020.

5.6. Revenue Recognition
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 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.
Deferred revenue represents our contract liabilities related to our annual, original and other listings revenues, as well as certain data services, clearing andservices, mortgage technology services and other revenues. Deferred revenue is our only significant contract liability. See Note 78 for our discussion of deferred revenue balances, activity, and expected timing of recognition.
We have elected not to provide disclosures about the 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, clearing and mortgage 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.
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. Refer to Note 5 to our consolidated financial statements included in our 20192020 Form 10-K where our primary revenue contract classifications are described in detail.

The following table depicts the disaggregation of our revenue according to business line and segment (in millions). Amounts here have been aggregated as they follow consistent revenue recognition patterns, and are consistent with the segment information in Note 15:16:
Trading and Clearing SegmentData and Listings SegmentTotal Consolidated Exchanges SegmentFixed Income and Data Services SegmentMortgage Technology SegmentTotal Consolidated
Nine Months Ended September 30, 2020:
Transaction and clearing, net$3,726 $$3,726 
Data services1,727 1,727 
Listings334 334 
Other revenues224 224 
Three months ended March 31, 2021:Three months ended March 31, 2021:
ExchangesExchanges$1,606 $$$1,606 
Fixed income and data servicesFixed income and data services468 468 
Mortgage technologyMortgage technology355 355 
Total revenuesTotal revenues3,950 2,061 6,011 Total revenues1,606 468 355 2,429 
Transaction-based expensesTransaction-based expenses1,646 1,646 Transaction-based expenses632 632 
Total revenues, less transaction-based expensesTotal revenues, less transaction-based expenses$2,304 $2,061 $4,365 Total revenues, less transaction-based expenses$974 $468 $355 $1,797 
Timing of Revenue RecognitionTiming of Revenue RecognitionTiming of Revenue Recognition
Services transferred at a point in timeServices transferred at a point in time$1,982 $$1,982 Services transferred at a point in time$561 $60 $221 $842 
Services transferred over timeServices transferred over time322 2,061 2,383 Services transferred over time413 408 134 955 
Total revenues, less transaction-based expensesTotal revenues, less transaction-based expenses$2,304 $2,061 $4,365 Total revenues, less transaction-based expenses$974 $468 $355 $1,797 

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Trading and Clearing SegmentData and Listings SegmentTotal Consolidated Exchanges SegmentFixed Income and Data Services SegmentMortgage Technology SegmentTotal Consolidated
Nine Months Ended September 30, 2019:
Transaction and clearing, net$2,698 $$2,698 
Data services1,652 1,652 
Listings336 336 
Other revenues194 194 
Three months ended March 31, 2020:Three months ended March 31, 2020:
ExchangesExchanges$1,605 $$$1,605 
Fixed income and data servicesFixed income and data services464 464 
Mortgage technologyMortgage technology46 46 
Total revenuesTotal revenues2,892 1,988 4,880 Total revenues1,605 464 46 2,115 
Transaction-based expensesTransaction-based expenses976 976 Transaction-based expenses556 556 
Total revenues, less transaction-based expensesTotal revenues, less transaction-based expenses$1,916 $1,988 $3,904 Total revenues, less transaction-based expenses$1,049 $464 $46 $1,559 
Timing of Revenue RecognitionTiming of Revenue RecognitionTiming of Revenue Recognition
Services transferred at a point in timeServices transferred at a point in time$1,653 $$1,653 Services transferred at a point in time$638 $83 $44 $765 
Services transferred over timeServices transferred over time263 1,988 2,251 Services transferred over time411 381 794 
Total revenues, less transaction-based expensesTotal revenues, less transaction-based expenses$1,916 $1,988 $3,904 Total revenues, less transaction-based expenses$1,049 $464 $46 $1,559 

 Trading and Clearing SegmentData and Listings SegmentTotal Consolidated
Three Months Ended September 30, 2020:
  Transaction and clearing, net$1,155 $$1,155 
  Data services589 589 
  Listings111 111 
  Other revenues75 75 
Total revenues1,230 700 1,930 
Transaction-based expenses519 519 
Total revenues, less transaction-based expenses$711 $700 $1,411 
Timing of Revenue Recognition
Services transferred at a point in time$595 $$595 
Services transferred over time116 700 816 
Total revenues, less transaction-based expenses$711 $700 $1,411 
 Trading and Clearing SegmentData and Listings SegmentTotal Consolidated
Three Months Ended September 30, 2019:
  Transaction and clearing, net$929 $$929 
  Data services553 553 
  Listings114 114 
  Other revenues67 67 
Total revenues996 667 1,663 
Transaction-based expenses327 327 
Total revenues, less transaction-based expenses$669 $667 $1,336 
Timing of Revenue Recognition
Services transferred at a point in time$578 $$578 
Services transferred over time91 667 758 
Total revenues, less transaction-based expenses$669 $667 $1,336 
The Trading and ClearingExchanges segment revenues above include $209$207 million and $188$193 million of data services revenues for the ninethree months ended September 30,March 31, 2021 and 2020, and 2019, respectively, and $57Fixed Income and Data Services segment revenues above include $399 million and $371 million of data services revenues for the three months ended March 31, 2021 and 2020, respectively, for services transferred over time. A majority of those revenues are performed over a short period of time of one month or less and relate to subscription-based data services billed monthly, quarterly or annually in advance. These revenues are recognized ratably over time as our data delivery performance obligations are met consistently throughout the period. The Exchanges segment revenues above also include $66 million and $78 million for the three months ended September 30,
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2020March 31, 2021 and 2019,2020, respectively, for services transferred over time related to risk management of open interest performance obligations. A majorityThe Fixed Income and Data Services segment revenues above also include $9 million and $10 million for the three months ended March 31, 2021 and 2020, respectively, for services transferred over time related to risk management of theseopen interest performance obligations. The Mortgage Technology segment revenues transferred over time in the table above primarily relate to our origination technology revenue where performance obligations consist of a series of distinct services and are recognized over the contract terms as subscription performance obligations are performed over a short period of time ofsatisfied. Contracts generally range from one month or less.
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. These are included within our Trading and Clearing segment.year to five years.

6.7. Goodwill and Other Intangible Assets
The following is a summary of the activity in the goodwill balance for the ninethree months ended September 30, 2020March 31, 2021 (in millions):
Goodwill balance at December 31, 20192020$13,34221,291 
Acquisitions7,907 
Foreign currency translation(11)
  Other activity, net510 
Goodwill balance at September 30, 2020March 31, 2021$21,24321,304 
The following is a summary of the activity in the other intangible assets balance for the ninethree months ended September 30, 2020March 31, 2021 (in millions):
Other intangible assets balance at December 31, 20192020$10,25814,408 
Acquisitions4,498 
Foreign currency translation(13)
Amortization of other intangible assets(236)(159)
Other activity, net(11)
Other intangible assets balance at September 30, 2020March 31, 2021$14,50714,242 
We completed our acquisitions of Ellie Mae and Bridge2 Solutions during the nine months ended September 30, 2020 (Note 3). Foreign 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. The change in other activity, net, primarily relates to adjustments to the fair value of the net tangible and intangible assets relating to acquisitions, with a corresponding adjustment to goodwill. We have performed an analysis of impairment indicators including the economic impact of and our responses to the COVID-19 pandemic, and did 0t recognize any impairment losses on goodwill or other intangible assets during the nine and three months ended September 30, 2020.March 31, 2021.

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7.
8. Deferred Revenue
Our contract liabilities, or deferred revenue, represent consideration received that is yet to be recognized as revenue. Total deferred revenue was $360$634 million as of September 30, 2020,March 31, 2021, including $267$523 million in current deferred revenue and $93$111 million in other non-current liabilities. The changes in our deferred revenue during the ninethree months ended September 30, 2020March 31, 2021 are as follows (in millions):
Annual Listings RevenuesOriginal Listings RevenuesOther Listings RevenuesData Services and Other RevenuesMortgage TechnologyTotalAnnual Listings RevenuesOriginal Listings RevenuesOther Listings RevenuesData Services and Other RevenuesMortgage TechnologyTotal
Deferred revenue balance at December 31, 2019$$19 $94 $88 $$201 
Deferred revenue balance at December 31, 2020Deferred revenue balance at December 31, 2020$$13 $92 $95 $59 $259 
AdditionsAdditions384 34 367 25 819 Additions377 24 175 19 604 
AmortizationAmortization(288)(15)(31)(326)(660)Amortization(96)(6)(12)(105)(10)(229)
Deferred revenue balance at September 30, 2020$96 $13 $97 $129 $25 $360 
Deferred revenue balance at March 31, 2021Deferred revenue balance at March 31, 2021$281 $16 $104 $165 $68 $634 

The changes in our deferred revenue during the ninethree months ended September 30, 2019March 31, 2020 are as follows (in millions):
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Annual Listings RevenuesOriginal Listings RevenuesOther Listings RevenuesData Services and Other RevenuesTotal
Deferred revenue balance at December 31, 2019$$19 $94 $88 $201 
Additions381 21 186 592 
Amortization(96)(5)(11)(96)(208)
Deferred revenue balance at March 31, 2020$285 $18 $104 $178 $585 
Annual Listings RevenuesOriginal Listings RevenuesOther Listings RevenuesData Services and Other RevenuesTotal
Deferred revenue balance at December 31, 2018$$25 $100 $92 $217 
Additions387 11 30 300 728 
Amortization(289)(17)(30)(277)(613)
Deferred revenue balance at September 30, 2019$98 $19 $100 $115 $332 

Included in the amortization recognized during the ninethree months ended September 30, 2020March 31, 2021 is $92$62 million related to the deferred revenue balance as of January 1,December 31, 2020. Included in the amortization recognized for the ninethree months ended September 30, 2019March 31, 2020 is $94$44 million related to the deferred revenue balance as of January 1,December 31, 2019. As of September 30, 2020,March 31, 2021, the remaining deferred revenue balance will be recognized over the period of time we satisfy our performance obligations as described in Note 5.6. Deferred revenue for mortgage technology is related to Ellie Mae and has been included as of September 30,March 31, 2021 and December 31, 2020 following our September 2020 acquisition of Ellie Mae.

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8.
9. Debt
Our total debt, including short-term and long-term debt, consisted of the following as of September 30, 2020March 31, 2021 and December 31, 20192020 (in millions):
As of September 30, 2020As of December 31, 2019As of March 31, 2021As of December 31, 2020
Debt:Debt:Debt:
Short-term debt:Short-term debt:Short-term debt:
Commercial PaperCommercial Paper$2,460 $1,311 Commercial Paper$2,062 $2,405 
2020 Senior Notes (2.75% senior unsecured notes due December 1, 2020)1,248 
Other short-term debtOther short-term debt10 Other short-term debt
Total short-term debtTotal short-term debt2,463 2,569 Total short-term debt2,068 2,411 
Long-term debt:Long-term debt:Long-term debt:
2022 Term Loan747 
2022 Senior Notes (2.35% senior unsecured notes due September 15, 2022)2022 Senior Notes (2.35% senior unsecured notes due September 15, 2022)498 497 2022 Senior Notes (2.35% senior unsecured notes due September 15, 2022)499 498 
2023 Senior Notes (floating rate senior unsecured notes due June 15, 2023)2023 Senior Notes (floating rate senior unsecured notes due June 15, 2023)1,244 2023 Senior Notes (floating rate senior unsecured notes due June 15, 2023)1,245 1,244 
2023 Senior Notes (0.70% senior unsecured notes due June 15, 2023)2023 Senior Notes (0.70% senior unsecured notes due June 15, 2023)994 2023 Senior Notes (0.70% senior unsecured notes due June 15, 2023)995 995 
2023 Senior Notes (3.45% senior unsecured notes due September 21, 2023)2023 Senior Notes (3.45% senior unsecured notes due September 21, 2023)398 398 2023 Senior Notes (3.45% senior unsecured notes due September 21, 2023)399 398 
2023 Senior Notes (4.00% senior unsecured notes due October 15, 2023)2023 Senior Notes (4.00% senior unsecured notes due October 15, 2023)795 794 2023 Senior Notes (4.00% senior unsecured notes due October 15, 2023)796 796 
2025 Senior Notes (3.75% senior unsecured notes due December 1, 2025)2025 Senior Notes (3.75% senior unsecured notes due December 1, 2025)1,245 1,244 2025 Senior Notes (3.75% senior unsecured notes due December 1, 2025)1,245 1,245 
2027 Senior Notes (3.10% senior unsecured notes due September 15, 2027)2027 Senior Notes (3.10% senior unsecured notes due September 15, 2027)496 496 2027 Senior Notes (3.10% senior unsecured notes due September 15, 2027)497 496 
2028 Senior Notes (3.75% senior unsecured notes due September 21, 2028)2028 Senior Notes (3.75% senior unsecured notes due September 21, 2028)593 592 2028 Senior Notes (3.75% senior unsecured notes due September 21, 2028)593 593 
2030 Senior Notes (2.10% senior unsecured notes due June 15, 2030)2030 Senior Notes (2.10% senior unsecured notes due June 15, 2030)1,231 2030 Senior Notes (2.10% senior unsecured notes due June 15, 2030)1,232 1,232 
2032 Senior Notes (1.85% senior unsecured notes due September 15, 2032)2032 Senior Notes (1.85% senior unsecured notes due September 15, 2032)1,481 2032 Senior Notes (1.85% senior unsecured notes due September 15, 2032)1,482 1,481 
2040 Senior Notes (2.65% senior unsecured notes due September 15, 2040)2040 Senior Notes (2.65% senior unsecured notes due September 15, 2040)1,229 2040 Senior Notes (2.65% senior unsecured notes due September 15, 2040)1,229 1,229 
2048 Senior Notes (4.25% senior unsecured notes due September 21, 2048)2048 Senior Notes (4.25% senior unsecured notes due September 21, 2048)1,230 1,229 2048 Senior Notes (4.25% senior unsecured notes due September 21, 2048)1,230 1,230 
2050 Senior Notes (3.00% senior unsecured notes due June 15, 2050)2050 Senior Notes (3.00% senior unsecured notes due June 15, 2050)1,219 2050 Senior Notes (3.00% senior unsecured notes due June 15, 2050)1,219 1,219 
2060 Senior Notes (3.00% senior unsecured notes due September 15, 2060)2060 Senior Notes (3.00% senior unsecured notes due September 15, 2060)1,469 2060 Senior Notes (3.00% senior unsecured notes due September 15, 2060)1,470 1,470 
Total long-term debtTotal long-term debt14,869 5,250 Total long-term debt14,131 14,126 
Total debtTotal debt$17,332 $7,819 Total debt$16,199 $16,537 

Our current fixed rate senior notes of $12.9 billion have a weighted average maturity of 16 years and a weighted average cost of 3.0% per annum.
Credit Facilities
On August 21, 2020, we agreed with the lenders under our $3.4We have a $3.8 billion senior unsecured revolving credit facility, or the Credit Facility, to extend thewith a maturity date of the Credit Facility to August 21, 2025 among other items. We also exercised our option to increase the amount of the Credit Facility to $3.7 billion which reduced ourand future capacity to increase our borrowings under the Credit Facility to $650by an additional $625 million, subject to the consent of the lenders funding the increase and certain other conditions. We incurred new debt issuance costs of $9 million relating to the Credit Facility and these costs are represented in the accompanying consolidated balance sheet as other non-current assets and will be amortized over the
17


remaining life of the Credit Facility. The commitments under the Credit Facility will automatically reduce to $3.6 billion on August 9, 2023. NaN amounts were outstanding under the Credit Facility as of September 30, 2020.March 31, 2021.
As of September 30, 2020,March 31, 2021, of the $3.7$3.8 billion that is currently available for borrowing under the Credit Facility, $2.5$2.1 billion is required to back-stop the amount outstanding under our U.S. dollar commercial paper program, or the Commercial Paper Program, and $171$172 million is required to support certain broker-dealer and other subsidiary commitments. The amount required to back-stop the amounts outstanding under the Commercial Paper Program will fluctuate as we increase or decrease our commercial paper borrowings. The remaining $1.0$1.5 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.
On August 21, 2020, we entered into a $750 million 18-month senior unsecured delayed draw term loan facility with a maturity date of February 21, 2022. We borrowed in full under the facility on September 3, 2020. Interest on borrowings under the term loan facility initially bear interest on the principal amount outstanding at the London Interbank Offered Rate, or LIBOR, plus an applicable margin, currently equal to 1.125%. We have the option to prepay the facility in whole or in part at any time. The proceeds from borrowings under this term loan facility were used to fund a portion of the purchase price for the Ellie Mae acquisition.
Our ICE India subsidiary maintains asubsidiaries maintain $20 million line of credit lines for itstheir general corporate purposes. As of September 30, 2020, ICE IndiaMarch 31, 2021, they had borrowed $3$6 million, which is reflected as “other short-term debt” in the table above.
Commercial Paper Program
Our Commercial Paper Program is currently backed by the borrowing capacity available under the Credit Facility, as described above. The effective interest rate of commercial paper issuances does not materially differ from short-term interest rates, which fluctuate due to market conditions and as a result may impact our interest expense. During the ninethree months ended September 30, 2020,March 31, 2021, we had net issuancesrepayments of $1.1 billion$343 million under the Commercial Paper Programthat were primarily used to fund a portion of the purchase price for the Ellie Mae acquisition.Program.
Commercial paper notes of $2.5$2.1 billion with original maturities ranging from one to 358176 days were outstanding as of September 30, 2020,March 31, 2021, with a weighted average interest rate of 0.39%0.33% per annum, and a weighted average remaining maturity of 5341 days.
Senior Notes Issued in August 2020
15
On August 20, 2020, we issued $6.5 billion in aggregate principal amount of new senior notes, comprised of $1.25 billion in aggregate principal amount of floating rate senior notes due in 2023, $1.0 billion in aggregate principal amount of 0.70% senior notes due in 2023, $1.5 billion in aggregate principal amount of 1.85% senior notes due in 2032, $1.25 billion in aggregate principal amount of 2.65% senior notes due in 2040, and $1.5 billion in aggregate principal amount of 3.00% senior notes due in 2060 (collectively, the August 2020 Notes). We used the net proceeds from the offering to fund a portion of the purchase price for the Ellie Mae acquisition.
We incurred debt issuance costs of $55 million relating to the issuance of the August 2020 Notes and these costs are presented in the accompanying consolidated balance sheet as a deduction from the carrying amount of the related debt liability and will be amortized over the remaining term of each series of the August 2020 Notes. The August 2020 Notes 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.
Senior Notes Issued in May 2020
On May 26, 2020, we issued $2.5 billion in aggregate principal amount of new senior notes. The senior notes comprise $1.25 billion in aggregate principal amount of 2.10% senior notes due in 2030 and $1.25 billion in aggregate principal amount of 3.00% senior notes due in 2050 (collectively, the May 2020 Notes).
We used the net proceeds from the offering of the May 2020 Notes for general corporate purposes, including to fund the redemption of our $1.25 billion aggregate principal amount of 2.75% senior notes due in December 2020, which were redeemed in accordance with their terms on June 25, 2020, and to pay down a portion of our commercial paper outstanding. In connection with our issuance of the May 2020 Notes and our early redemption of the 2.75% senior notes due in December 2020, we recorded an extinguishment payment of $14 million that includes both a make-whole redemption payment and duplicative interest. These costs are included in interest expense in our consolidated statements of income for the nine months ended September 30, 2020.
We incurred debt issuance costs of $23 million relating to the issuance of the May 2020 Notes and these costs are presented in the accompanying consolidated balance sheet as a deduction from the carrying amount of the related debt liability and will be amortized over the remaining term of each series of the May 2020 Notes. The May 2020 Notes 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.
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9.10. Share-Based Compensation
We currently sponsor employee and director stock option, restricted stock and employee stock purchase plans. Stock options and restricted stock are granted at the discretion of the Compensation Committee of our Board of Directors, or Board, based on the estimated fair value on the date of grant. The fair value of the stock options and restricted stock on the date of grant is recognized as expense over the vesting period, net of forfeitures. The non-cash compensation expenses recognized in our consolidated statements of income for stock options, restricted stock and under our employee stock purchase plan, net of amounts classified as capitalized software, were $105$36 million and $100 million for the nine months ended September 30, 2020 and 2019, respectively, and $32 million and $36$41 million for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively. This includes the expense related to the Bakkt Incentive Units, described below.
Stock Option Plans
The following is a summary of our stock option activity:
Number of Options
(in thousands)
Weighted Average
Exercise Price per
Option
Outstanding at December 31, 20193,501 $51.87 
Granted413 92.63 
Exercised(592)43.11 
Forfeited(13)67.00 
Outstanding at September 30, 20203,309 58.48 
Details of stock options outstanding as of September 30, 2020 were 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 vest3,309$58.486.1$138
Exercisable2,407$49.625.1$121
Details of stock options exercised are as follows:
Nine Months Ended September 30,Three Months Ended September 30,
Options exercised:2020201920202019
Total intrinsic value of options exercised (in millions)$29 $25$$7

As of September 30, 2020, there were $10 million in total unrecognized compensation costs related to stock options, which are expected to be recognized over a weighted average period of 1.6 years as the stock options vest.
We use the Black-Scholes option pricing model to value our stock option awards. During the ninethree months ended September 30,March 31, 2021 and 2020, and 2019, we used the assumptions in the table below to compute the value:
Nine Months Ended September 30,Three Months Ended March 31,
Assumptions:Assumptions:20202019Assumptions:20212020
Risk-free interest rateRisk-free interest rate1.46%2.49%Risk-free interest rate0.64%1.46%
Expected life in yearsExpected life in years5.85.9Expected life in years5.75.8
Expected volatilityExpected volatility20%20%Expected volatility24%20%
Expected dividend yieldExpected dividend yield1.30%1.44%Expected dividend yield1.16%1.30%
Estimated weighted-average fair value of options granted per shareEstimated weighted-average fair value of options granted per share$16.65$15.45Estimated weighted-average fair value of options granted per share$22.70$16.65
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.
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Restricted Stock Plans
Restricted shares are used as an incentive to attract and retain qualified employees and to increase stockholder returns withalign our and our stockholders' interests by linking actual performance linked to both short and long-term stockholder return as well as retention objectives.return. We issue awards whichthat may contain a combination of time, performance and/or market conditions. The grant date fair value of each award is based on the closing stock price of our stock at the date of grant. For time-based restricted stock, we recognize expense ratably over the vesting period, which is typically three years, net of forfeitures.
In February 2020,2021, we reserved a maximum of 0.90.7 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 will be based on our actual financial performance as compared to financial performance targets set by our Board and the Compensation Committee for the year ending December 31, 2020,2021, and will also be subject to a market condition reduction based on how our 20202021 total stockholder return, or TSR, compares to that of the S&P 500 Index. The maximum compensation expense to be recognized under these performance-based restricted shares is $82$77 million if the maximum financial performance target is met and all 0.90.7 million shares vest. The compensation expense to be recognized under these performance-based restricted shares will be $41$38 million if the target financial performance is met, which would result in 0.50.4 million shares vesting. For these awards with performance conditions, we recognize expense on an accelerated basis over the three-year vesting period based on our quarterly assessment of the probable 20202021 actual financial performance as compared to the 20202021 financial performance targets. As of September 30, 2020,March 31, 2021, our best estimate is that the financial performance level will be aboveat target for 2020.2021. Based on this assessment, we recorded non-cash compensation expense of $21 million and $8$3 million for the nine and three months ended September 30, 2020, respectively,March 31, 2021 related to these awards and the remaining $33$35 million in non-cash compensation expense will be recorded on an accelerated basis over the remaining vesting period, including $8$18 million which will be recorded over the remainder of 2020.2021.
We also issue awards with a market condition but no performance condition. The fair value of these awards 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 following is a summary of nonvested restricted shares under all plans discussed above for the nine months ended September 30, 2020:
Number of
Restricted
Shares
(in thousands)
Weighted Average
Grant-Date Fair
Value per Share
Nonvested at December 31, 20193,728$68.87 
Granted1,46493.18 
Vested(1,986)64.94 
Forfeited(83)77.04 
Nonvested at September 30, 20203,12382.55 
Performance-based restricted shares have been presented in the table above to reflect the actual shares issued based on the achievement of past performance targets, also considering the impact of any market conditions. Nonvested performance-based restricted shares granted are presented in the table above at the target number of restricted shares that would vest if the performance targets are met.
Nine Months Ended September 30,
20202019
Time-based restricted stock units granted
(in thousands)
(1)
891975
Total fair value of restricted stock vested under all restricted stock plans
(in millions)
$180$166
(1)The remaining shares granted are performance-based.
As of September 30, 2020, there were $143 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 1.5 years as the restricted stock vests. These unrecognized compensation costs assume that a target performance level will be met on the performance-based restricted shares granted in February 2020.
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Bakkt Incentive Units
We sponsor the Bakkt Equity Incentive Plan under which Bakkt issues various Bakkt preferred, common and phantom, or participation, equity unit awards. These awards were made to certain employees and board members of Bakkt. 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. During the nine months ended September 30, 2020, we issued additional preferred, common and participation unit awards as well as converted certain existing participation unit awards into common unit awards.
During the ninethree months ended September 30,March 31, 2020, thethere was a $300 million capital call related to the acquisition of Bridge2 Solutions that triggered a market condition of certain of these Bakkt equity incentive awards. The market condition is based on numerous possible Bakkt transaction or event scenarios established on the original date of grant, each of which have a fixed fair market value. Over the life of these awards, we are required to estimate the most likely outcome and reflect the cumulative financial statement impact of any changes between outcomes. As a result, during the ninethree months ended September 30,March 31, 2020, we incurred a $10 million compensation expense related to these awards that has beenwas recorded as an acquisition-related cost.

10.11.      Equity
Stock Repurchase Program
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, 2020. The $2.4 billion replaced the previous amount approved by the Board. During the nine months ended September 30, 2020, we repurchased 10.4 million shares of our outstanding common stock at a cost of $948 million under our Rule 10b5-1 trading plan and 3.2 million shares at a cost of $299 million on the open market during an open trading period. As of September 30, 2020, up to $1.2 billion capacity remains from the Board authorization for repurchases of our common stock. We fund repurchases 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 may begin or discontinue stock repurchases at any time and may amend or terminate a Rule 10b5-1 trading plan at any time or enter into additional plans. Prior to early August 2020, we had a Rule 10b5-1 trading plan that governed some of the repurchases of our shares of common stock, but in connection with the Ellie Mae acquisition, weWe discontinued stock repurchases and terminated our Rule 10b5-1 trading plan.plan in August 2020 in connection with the Ellie Mae acquisition and had no stock repurchases in the first quarter of 2021. As of March 31, 2021, the remaining balance of Board approved funds for future repurchases is $1.2 billion. 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.
Dividends
During the ninethree months ended September 30,March 31, 2021 and 2020, and 2019, we declared and paid cash dividends per share of $0.90$0.33 and $0.825,$0.30, respectively, for an aggregate payout of $500$187 million and $467 million, respectively. During the three months ended September 30, 2020 and 2019, we declared and paid cash dividends per share of $0.30 and $0.275, respectively, for an aggregate payout of $170 million and $155$166 million, respectively. The declaration of dividends is subject to the discretion of our Board, and may be affected by various factors, including our future earnings, financial condition, capital requirements, levels of indebtedness, credit ratings, our current and future planned strategic growth initiatives and other considerations that our Board deem relevant.Board. Our Board has adopted a quarterly dividend declaration policy providing that the declaration of any dividends will be determined quarterly by the Board or the Audit Committee, taking into account such factors as our evolving business model, prevailing business conditions, and our financial results and capital requirements and other considerations which our Board deems relevant, without a predetermined annual net income payout ratio.
Accumulated Other Comprehensive Income (Loss)
The following tables present changes in the accumulated balances for each component of other comprehensive income (loss) (in millions):
Changes in Accumulated Other Comprehensive Income (Loss) by ComponentChanges in Accumulated Other Comprehensive Income (Loss) by Component
Foreign currency translation adjustmentsComprehensive income from equity method investmentEmployee benefit plans adjustmentsTotalForeign currency translation adjustmentsComprehensive income from equity method investmentEmployee benefit plans adjustmentsTotal
Balance, as of December 31, 2019$(177)$$(67)$(243)
Balance, as of December 31, 2020Balance, as of December 31, 2020$(134)$$(59)$(192)
Other comprehensive income (loss)Other comprehensive income (loss)(29)(29)Other comprehensive income (loss)
Income tax benefit (expense)Income tax benefit (expense)(1)(1)Income tax benefit (expense)(1)
Net current period other comprehensive income (loss)Net current period other comprehensive income (loss)(30)(30)Net current period other comprehensive income (loss)
Balance, as of September 30, 2020$(207)$$(67)$(273)
Balance, as of March 31, 2021Balance, as of March 31, 2021$(127)$$(59)$(184)

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Changes in Accumulated Other Comprehensive Income (Loss) by Component
Foreign currency translation adjustmentsComprehensive income from equity method investmentEmployee benefit plans adjustmentsTotal
Balance, as of June 30, 2020$(255)$$(67)$(321)
Other comprehensive income (loss)49 49 
Income tax benefit (expense)(1)(1)
Net current period other comprehensive income (loss)48 48 
Balance, as of September 30, 2020$(207)$$(67)$(273)

Changes in Accumulated Other Comprehensive Income (Loss) by Component
Foreign currency translation adjustmentsComprehensive income from equity method investmentEmployee benefit plans adjustmentsTotal
Balance, as of December 31, 2018$(227)$$(90)$(315)
Other comprehensive income (loss)(33)(1)(34)
Income tax benefit (expense)
Net current period other comprehensive income (loss)(32)(1)(33)
Balance, as of September 30, 2019$(259)$$(90)$(348)

Changes in Accumulated Other Comprehensive Income (Loss) by ComponentChanges in Accumulated Other Comprehensive Income (Loss) by Component
Foreign currency translation adjustmentsComprehensive income from equity method investmentEmployee benefit plans adjustmentsTotalForeign currency translation adjustmentsComprehensive income from equity method investmentEmployee benefit plans adjustmentsTotal
Balance, as of June 30, 2019$(220)$$(90)$(309)
Balance, as of December 31, 2019Balance, as of December 31, 2019$(177)$$(67)$(243)
Other comprehensive income (loss)Other comprehensive income (loss)(40)(40)Other comprehensive income (loss)(90)(90)
Income tax benefit (expense)Income tax benefit (expense)Income tax benefit (expense)
Net current period other comprehensive income (loss)Net current period other comprehensive income (loss)(39)(39)Net current period other comprehensive income (loss)(90)(90)
Balance, as of September 30, 2019$(259)$$(90)$(348)
Balance, as of March 31, 2020Balance, as of March 31, 2020$(267)$$(67)$(333)

11.12. Income Taxes
Our effective tax rate was 24%22% and 20% for the nine months ended September 30, 2020 and 2019, respectively, and 32% and 16%21% for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively. The effective tax ratesrate for the nine and three months ended September 30, 2020 areMarch 31, 2021 was higher than the effective tax ratesrate for the comparable periodsperiod in 20192020 primarily due to U.K. tax law changes enacted in July 2020, partially offset by favorable state apportionment changes as a result of our acquisition of Ellie Mae, as well as favorable changes in certain international tax provisions as part of the U.S. Federal Tax Cuts and Jobs Act, or TCJA, during the three months ended September 30, 2019.
In 2015 and 2016, the U.K. enacted corporate income tax rate reductions from 19% to 17% to be effective prospectively on April 1, 2020 and we recorded associated deferred tax benefits in those years. In July 2020, the U.K. enacted a reinstatement of the U.K. corporate income tax rate backincrease from 17% to 19%, effective from April 1, 2020. As a result,2020, and less excess tax benefits from stock compensation.
The U.K. government, in its recent Finance Bill of 2021, proposed increasing the U.K. corporate income tax rate from 19% to 25%, beginning April 1, 2023. We expect this tax law change to be enacted later in 2021 and we revalued our U.K.will account for the deferred tax assets and liabilities back toeffects in the rate of 19% and recorded an additional $65 million deferredquarter that the tax expense during the three months ended September 30, 2020. We also reflected the rate change in our estimated annual effective tax rate during the three months ended September 30, 2020.law is officially enacted.
On March 27, 2020,11, 2021, the Coronavirus Aid, Relief, and Economic SecurityAmerican Rescue Plan Act, or CARES Act,ARPA, was signed into law. The ARPA enacted and certain provisions that are relevant to corporate income tax related relief was provided under the CARES Act. There is notax. These provisions did not have a material impact of the CARES Act on our income tax provision for the nine and three months ended September 30, 2020.March 31, 2021.

12.13. Clearing Operations
We operate 6 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 or participants, or 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 to third-party execution venues, and are as follows, referred to herein collectively as "the ICE Clearing Houses":
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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, ICE Futures Abu Dhabi and third-party venuesU.K.
ICE Clear U.S.Agricultural, metals, and foreign exchange, or FX, index futures and options contracts, equity futures contracts, and digital assets futures contractsICE Futures U.S.U.S.
ICE Clear CreditOTC North American, European, Asian-Pacific and Emerging Market CDS instrumentsCreditex 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 products and digital assets futures contractsICE Futures SingaporeSingapore
ICE NGXPhysical North American natural gas, electricity and oil futuresICE NGXCanada
Original & Variation Margin
Each of the ICE Clearing Houses generally requires all Members to deposit collateral in cash or certain pledged assets. The collateral deposits are known as “original margin.” In addition, the 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 Members are required to maintain are determined by proprietary 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. 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 Members of the other ICE Clearing Houses.
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Should a particular Member fail to deposit its original margin or fail to make a variation margin payment, when and as required, the relevant ICE Clearing House may liquidate or hedge the defaulting Member's open positions and use their original margin and guaranty fund deposits to pay any amount owed. In the event that the defaulting 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 limited additional funds from their respective non-defaulting Members on a pro-rata basis, to pay any remaining amount owed.
As of September 30, 2020March 31, 2021 and December 31, 2019,2020, the ICE Clearing Houses had received or had been pledged $162.1$163.6 billion and $126.0$154.1 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
As described above, mechanisms have been created, called guaranty funds, to provide partial protection in the event of a Member default. With the exception of ICE NGX, each of the ICE Clearing Houses requires that each Member make deposits into a guaranty fund.
In addition, we have contributed our own capital that could be used if a defaulting Member’s original margin and guaranty fund deposits are 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 ContributionDefault insurance
Clearing HouseAs of September 30, 2020As of
December 31, 2019
As of September 30, 2020As of
December 31, 2019
ICE Clear Europe$237$233$75$75
ICE Clear U.S.103 103 25 25 
ICE Clear Credit50 50 50 50 
ICE Clear NetherlandsN/AN/A
ICE Clear SingaporeN/AN/A
ICE NGX15 15 100 100 
Total$408$404$250$250
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ICE Portion of Guaranty Fund ContributionDefault insurance
Clearing HouseAs of March 31, 2021As of
December 31, 2020
As of March 31, 2021As of
December 31, 2020
ICE Clear Europe$247$237$75$75
ICE Clear U.S.83 103 25 25 
ICE Clear Credit50 50 50 50 
ICE Clear NetherlandsN/AN/A
ICE Clear SingaporeN/AN/A
ICE NGX15 15 100 100 
Total$398$408$250$250
Of our total contribution to ICE Clear U.S. above, $35as of March 31, 2021, $15 million iswas solely applicable to any losses associated with a default in Bitcoin contracts and other digital asset contracts that ICE Clear U.S. may clear in the future. In April 2020,February 2021, we decreased our contribution to ICE Clear U.S.’s guaranty fund applicable to any losses associated with a default in Bitcoin contracts and other digital asset contracts by $20 million from $35 million as of December 31, 2020. In March 2021, we increased our contribution to ICE Clear Europe’sEurope's guaranty fund by $4$10 million.
In September 2019, we added aWe maintain default insurance as an additional layer of insurance to our Member default protection. The default insurance was added in September 2019 and has a three-year term for the following clearing houses in the following amounts: ICE Clear Europe - $75 million; ICE Clear U.S. - $25 million and ICE Clear Credit - $50 million. The default insurance layer resides after and in addition to the ICE Clear Europe, ICE Clear U.S. and ICE Clear Credit SITG contributions and before the guaranty fund contributions of the non-defaulting 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 calculation of the Members' guaranty fund contribution requirement. Instead, it serves as an additional, distinct, and separate default resource that should serve to further protect the non-defaulting Members’ guaranty fund contributions from being mutualized in the event of a default.
As of September 30, 2020,March 31, 2021, ICE NGX maintains a guaranty fund utilizing a $100 million letter of credit and a default insurance policy, discussed below.
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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 Members. As of September 30,March 31, 2021, our cash and cash equivalent margin deposits are as follows (in millions):
ICE Clear Europe (1)
ICE Clear
Credit
ICE Clear U.S.ICE NGXOther ICE Clearing HousesTotal
Original margin$31,977 $37,753 $7,477 $$19 $77,226 
Unsettled variation margin, net146 146 
Guaranty fund4,119 2,930 592 7,646 
Delivery contracts receivable/payable, net590 590 
Total$36,096 $40,683 $8,069 $736 $24 $85,608 

As of December 31, 2020, our cash and cash equivalent margin deposits, are as follows (in millions):
ICE Clear Europe (1)
ICE Clear
Credit
ICE Clear U.S.ICE NGXOther ICE Clearing HousesTotal
Original margin$34,666 $37,463 $5,815 $$$77,948 
Unsettled variation margin, net137 137 
Guaranty fund4,247 2,611 534 7,397 
Delivery contracts receivable/payable, net418 418 
Total$38,913 $40,074 $6,349 $555 $$85,900 

As of December 31, 2019, our cash and cash equivalent margin deposits, are as follows (in millions):
ICE Clear Europe (2)
ICE Clear
Credit
ICE Clear U.S.ICE NGXOther ICE Clearing HousesTotal
ICE Clear Europe (2)
ICE Clear
Credit
ICE Clear U.S.ICE NGXOther ICE Clearing HousesTotal
Original marginOriginal margin$28,318 $22,145 $6,802 $$$57,267 Original margin$33,726 $34,922 $7,288 $$12 $75,948 
Unsettled variation margin, netUnsettled variation margin, net255 255 Unsettled variation margin, net99 99 
Guaranty fundGuaranty fund4,144 2,268 463 6,880 Guaranty fund4,374 2,574 502 7,455 
Delivery contracts receivable/payable, netDelivery contracts receivable/payable, net585 585 Delivery contracts receivable/payable, net581 581 
TotalTotal$32,462 $24,413 $7,265 $840 $$64,987 Total$38,100 $37,496 $7,790 $680 $17 $84,083 
(1) $32.3$31.2 billion and $6.6$4.9 billion is related to futures/options and CDS, respectively.
(2) $27.431.8 billion and $5.1$6.3 billion is related to futures/options and CDS, respectively.

Our cash and cash equivalent margin and guaranty fund deposits are maintained in accounts with national banks and reputablehighly-rated 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 September 30, 2020March 31, 2021 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.
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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.: $250 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 HouseInvestment TypeAs of September 30, 2020As of
December 31, 2019
ICE Clear Europe
National Bank Account (1)
$10,355 $9,667 
ICE Clear EuropeReverse repo25,328 19,187 
ICE Clear EuropeSovereign Debt3,226 3,591 
ICE Clear EuropeDemand deposits17 
ICE Clear CreditNational Bank Account31,924 19,480 
ICE Clear CreditReverse repo4,630 2,411 
ICE Clear CreditDemand deposits3,520 2,522 
ICE Clear U.S.Reverse repo4,849 4,320 
ICE Clear U.S.Sovereign Debt1,500 2,945 
Other ICE Clearing HousesDemand deposits
ICE NGXUnsettled Variation Margin and Delivery Contracts Receivable/Payable555 840 
Total$85,900 $64,987 
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Clearing HouseInvestment TypeAs of March 31, 2021As of
December 31, 2020
ICE Clear Europe
National Bank Account (1)
$7,229 $10,887 
ICE Clear EuropeReverse repo24,896 23,696 
ICE Clear EuropeSovereign Debt3,953 3,501 
ICE Clear EuropeDemand deposits18 16 
ICE Clear CreditNational Bank Account35,069 30,275 
ICE Clear CreditReverse repo3,211 4,520 
ICE Clear CreditDemand deposits2,403 2,701 
ICE Clear U.S.Reverse repo7,169 5,690 
ICE Clear U.S.Sovereign Debt900 2,100 
Other ICE Clearing HousesDemand deposits24 17 
ICE NGXUnsettled Variation Margin and Delivery Contracts Receivable/Payable736 680 
Total$85,608 $84,083 

(1) As of September 30, 2020,March 31, 2021, ICE Clear Europe held €6.6€3.8 billion ($7.84.5 billion based on the euro/U.S. dollar exchange rate of 1.17211.1731 as of September 30, 2020)March 31, 2021) at De Nederlandsche Bank, or DNB, £2.0 billion ($2.62.8 billion based on the pound sterling/U.S. dollar exchange rate of 1.29231.3782 as of September 30, 2020)March 31, 2021) at the Bank of England, or BOE, and €10 million ($12 million based on the above exchange rate) at the BOE. As of December 31, 2019,2020, ICE Clear Europe held €8.0€6.3 billion ($9.07.7 billion based on the euro/U.S. dollar exchange rate of 1.12121.2216 as of December 31, 2019)2020) at DNB, £500 million£2.3 billion ($663 million3.1 billion based on the pound sterling/U.S. dollar exchange rate of 1.32601.3665 as of December 31, 2019)2020) at the BOE and €10 million ($1112 million based on the above exchange rate) at the BOE.
Other Deposits
In addition to the cash deposits above, the ICE Clearing Houses have also received other assets from Members, which include government obligations, and may include other non-cash collateral such as letters of credit at ICE NGX, or gold on rare occasions at ICE Clear Europe, 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 Members. Any gain or loss accrues to the Member. The ICE Clearing Houses do not, in the ordinary course, rehypothecate or re-pledge these assets. These pledged assets are not reflected in our balance sheets, and are as follows (in millions):
 As of September 30, 2020
ICE Clear
Europe
ICE Clear
Credit
ICE Clear U.S.ICE NGXTotal
Original margin:
Government securities at face value$42,022 $8,846 $21,528 $$72,396 
Letters of credit2,172 2,172 
ICE NGX cash deposits305 305 
Total$42,022 $8,846 $21,528 $2,477 $74,873 
Guaranty fund:
Government securities at face value$502 $594 $199 $$1,295 
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 As of March 31, 2021
ICE Clear
Europe
ICE Clear
Credit
ICE Clear U.S.ICE NGXTotal
Original margin:
Government securities at face value$46,367 $8,789 $18,302 $$73,458 
Letters of credit2,773 2,773 
ICE NGX cash deposits542 542 
Total$46,367 $8,789 $18,302 $3,315 $76,773 
Guaranty fund:
Government securities at face value$552 $333 $284 $$1,169 
As of December 31, 2019As of December 31, 2020
ICE Clear
Europe
ICE Clear
Credit
ICE Clear U.S.ICE NGXTotal
ICE Clear
Europe
ICE Clear
Credit
ICE Clear U.S.ICE NGXTotal
Original margin:Original margin:Original margin:
Government securities at face valueGovernment securities at face value$30,635 $13,710 $12,633 $$56,978 Government securities at face value$36,295 $9,523 $20,216 $$66,034 
Letters of creditLetters of credit2,469 2,469 Letters of credit2,329 2,329 
ICE NGX cash depositsICE NGX cash deposits362 362 ICE NGX cash deposits405 405 
TotalTotal$30,635 $13,710 $12,633 $2,831 $59,809 Total$36,295 $9,523 $20,216 $2,734 $68,768 
Guaranty fund:Guaranty fund:Guaranty fund:
Government securities at face valueGovernment securities at face value$475 $523 $243 $$1,241 Government securities at face value$508 $515 $250 $$1,273 
ICE NGX
ICE NGX is the central counterparty to Members 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
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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. ICE NGX marks all outstanding contracts to market daily, but only collects variation margin when a Member's open position falls outside a specified percentage of its pledged collateral.
ICE NGX requires Members 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, held in trust and remains the property of the participant,Member, 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, subject to certain conditions:
Account TypeAccount Type
As of September 30, 2020
(In C$ millions)
As of September 30, 2020
(In $USD millions)
Account Type
As of March 31, 2021
(In C$ millions)
As of March 31, 2021
(In $USD millions)
Daylight liquidity facilityDaylight liquidity facilityC$300$225Daylight liquidity facilityC$300$239
Overdraft facilityOverdraft facility20 15 Overdraft facility20 16 
TotalTotalC$320$240TotalC$320$255
As of September 30, 2020,March 31, 2021, ICE NGX maintains a guaranty fund of $100 million funded by a letter of credit issued by a major Canadian chartered bank, and backed by default insurance underwritten by Export Development Canada, or EDC, a Crown corporation operated at arm’s length from the Canadian government. In the event of a participant default where the Member’s collateral is depleted, the shortfall would be covered by a draw down on the letter of credit following which ICE NGX would file a claim under the default insurance to recover additional losses up to $100 million beyond the $15 million first-loss amount that ICE NGX is responsible for under the default insurance policy.
Clearing House Exposure
Each ICE Clearing House bears financial counterparty credit risk and provides a central counterparty guarantee, or performance guarantee, to its Members. 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 $142.0$143.9 billion as of September 30, 2020,March 31, 2021, 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.

13.14. Legal Proceedings
In the ordinary course of our business, from time to time we are subject to legal proceedings, lawsuits, government investigations and other claims with respect to a variety of matters. In addition, we are subject to periodic reviews, inspections, examinations and investigations by regulators in the U.S. and other jurisdictions, any of which may result in claims, legal proceedings, assessments, fines, penalties, restrictions on our business or other sanctions. We record estimated expenses and reserves for legal or regulatory matters or other claims when these matters present loss contingencies that are 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. While the outcome of legal and regulatory matters is inherently difficult to predict and/or the range of loss often cannot be
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reasonably estimable, we do not believe that the liabilities, if any, which may ultimately result from the resolution of the various legal and regulatory matters that arise in the ordinary course of our business, including the matters described below and in Note 15 to the consolidated financial statements in Part II, Item 8 of our 2020 Form 10-K, are likely to 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 these legal and regulatory matters. AOther than a $30 million accrual for potential legal settlements recorded as of December 31, 2020, a range of possible losses related to thecertain cases below cannot be reasonably estimated at this time, except as otherwise disclosed below.below and in Note 15 to the consolidated financial statements in Part II, Item 8 of our 2020 Form 10-K. Individual matter disclosures in this Form 10-Q are limited to new significant matters or significant updates on existing matters since our most recent Form 10-K.
ICE Data Pricing & Reference Data Matter
OurAs described at greater length in Note 15 to the consolidated financial statements in Part II, Item 8 of our 2020 Form 10-K, our subsidiary ICE Data Pricing & Reference Data, LLC, (“PRD”)or PRD, is a registered investment advisor in the business of, among other things, providing clients with evaluated pricing and other information for fixed-income securities. The staff of the Enforcement Division of the SEC is conducting fact-finding investigations that involve PRD’s legacy
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Until October 1, 2020, PRD had a business practices with respect to “broker quotes,“ which involved PRD’s practice of passing through third-party price quotes, or broker quotes, in certain fixed income securities as-is to its clients when PRD did not believe it had the capabilitysufficient information to modelproduce an evaluated price for such securities. Broker quoted securities were less than 2% of the securities PRD priced. A list of securities that were broker quoted, as distinguished from evaluated, was made available to PRD’s clients every day. PRD first notified its clients on December 16, 2019 that it would cease providing broker quotes and did so as of October 1, 2020.
PRD has been cooperating fully in the SEC staff’s investigation and is in discussions with the staff about a potential resolution of the investigation concerning the legacy broker quote business practices. Any potential agreement with the staff would require the approval of the SEC, and while the timing is uncertain, PRD expects that a settlement, if reached, would be finalized by year-end. PRD has accordingly made an accrual for its probable amount. Given PRD’s understanding that the investigations concern only the legacy provision of broker quotes, PRD does not expect that any settlement would impact PRD’s ongoing business.
Separately, PRD’s business practices with respect to broker quotes are relevant to potential civil claims that relate toreceived from a now-bankrupt entity named Live Well Financial, Inc. (“Live Well”)., or Live Well, was a broker quote providerhad led to assertions of liability against PRD for certain kinds of fixed-income securities. In August 2019,by Live Well’s bankruptcy trustee, or the SEC and the United States Department of Justice respectively filed civil and criminal charges against Live WellTrustee, and certain of its executives, alleging that Live Well fraudulently provided over-stated “broker quotes” to a then-unnamed “industry-leading price service” (which was PRD). PRD has been contacted by certainWell’s financial institution creditorscreditors. As of Live Well, eachApril 2021, PRD had resolved the potential claims of which alleges that PRD’s publicationthe Trustee and all but one of Live Well’s financial institution creditors. PRD continues to deny any wrongdoing, and to the extent any unresolved assertions relating to broker quotes caused losses upon Live Well’s default. The Chapter 7 Trustee appointed in thePRD received from Live Well bankruptcy has also indicated its belief that it has claims against PRD related to PRD’s provision of broker quotes from Live Well. PRD denies any wrongdoing in connection with Live Well’s fraudulent scheme or in connection with PRD’s provision of broker quoted prices from Live Well. These may become litigated matters. At this stage, it is too early to reasonably estimate the amount of damages, if any, that PRD may be required to pay. PRD plansmatters, we plan to vigorously defend any litigation related to these claims.
SPAN Trademark Dispute
CME Group, Inc., or CME, filed suit against 2 of ICE’s clearing houses (ICE Clear U.S. and ICE Clear Europe Limited) in 2018 in the U.S. District Court for the Northern District of Illinois, alleging infringement of CME’s trademark for SPAN, which is a name generally used to refer to a type of initial margining approach that assesses risk for a variety of financial instruments on a portfolio-wide basis, as well as breach of contract and counterfeiting. The ICE clearing entities and CME were parties to 10-year license agreements that expired in 2017, pursuant to which the clearing entities paid CME a collective total of $50,001 over a 10-year period for the right to use the SPAN trademark. The dispute underlying the claims relates to the period of time following expiration of the license agreements during which the ICE clearing entities continued to make some reference to SPAN.
In 2020, CME informed ICE and the court that it was not seeking compensatory damages based on the license fees but rather that the principal relief sought by CME at trial would be the disgorgement of profits of the ICE clearing entities over the approximate one-year period during which the mark was referenced following expiration of the formal agreements. In August 2020, the parties mediated the matter but were unable to reach an agreement. During the lawsuit and the September 2020 bench trial in this matter, the ICE clearing entities asserted various defenses to CME’s claims, including an implied license defense; denied that the SPAN trademark has any value; and presented evidence and legal argument that disgorgement of ICE’s clearing profits is not an appropriate equitable remedy, particularly because none of the ICE clearing entities’ profits are attributable to the use of the SPAN trademark. The parties are awaiting a decision by the court and we cannot reasonably estimate an amount of damages, if any, at this time.such litigation.
For further information on our legal and regulatory matters, please see Note 15 to the consolidated financial statements in Part II, Item 8 of our 20192020 Form 10-K, as well as in the comparable sections of our Quarterly Reports on Form 10-Q for the quarters ended March 31, 2020 and June 30, 2020.10-K.
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14.15. Fair Value Measurements
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.
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.
Financial assets and liabilities recorded or disclosed at fair value in the accompanying consolidated balance sheets as of September 30, 2020March 31, 2021 and December 31, 20192020 were classified in their entirety based on the lowest level of input that is significant to the asset or liability’s fair value measurement. As of September 30, 2020, we considered the impacts of the COVID-19 pandemic on our fair value assessments, and determined no impairment indicators to be present. We will continue to monitor these fair values in future periods if, or as, circumstances change.
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 the supplemental executive retirement plan. These mutual funds are classified as equity investments and measured at fair value using Level 1 inputs with adjustments recorded in net income.
Mortgage Electronic Registration Systems, Inc., or MERS, is part of our ICE Mortgage Technology business and as of December 31, 2019, held fixed income investments 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. The majority of these investments were held in U.S. Treasuries and measured at fair value using Level 1 inputs with adjustments recorded to other current liabilities. The remaining amount of the reserve fund was held in other fixed income investments and measured using Level 2 inputs. In June 2020, we sold all of the remaining investments and distributed the proceeds to the original MERS shareholders.
Excluding our equity investments without a readily determinable fair value, the fair values of 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 September 30, 2020March 31, 2021 or December 31, 2019.2020.
We measure certain assets, such as fixed assets and intangible assets, at fair value on a non-recurring basis. These assets are recognized at fair value if they are deemed to be impaired. During the nine months ended September 30, 2020, we recorded certain fixed assets at fair value using Level 2 inputs. As of September 30, 2020 and DecemberMarch 31, 2019,2021, none of our intangible assets were required to be recorded at fair value since no 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, Financial Instruments-Overall (Subtopic 825-10): Recognition and Measurement of Financial Assets and Financial Liabilities, or ASU 2016-01. During the ninethree months ended September 30, 2020,March 31, 2021, we evaluated transactions involving these investments to identify if any increase or decrease in the value of the investment had occurred, including qualitative considerations of impairment as discussed above, and concluded that no fair value adjustments were required under this election.
See Note 1213 for the fair value considerations related to our margin deposits, guaranty funds and delivery contracts receivable.
The table below displays the fair value of our debt as of September 30, 2020.March 31, 2021. The fair values of our seniorfixed 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 par value since the interest rates on this short-term debt approximate market rates as of September 30, 2020. The fair value for our $750 million term loan approximates par value since the interest rates on this debt approximate market rates as of September 30, 2020.March 31, 2021.
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As of September 30, 2020As of March 31, 2021
(in millions)(in millions)
Debt:Debt:Carrying AmountFair valueDebt:Carrying AmountFair value
Commercial PaperCommercial Paper$2,460 $2,463 Commercial Paper$2,062 $2,065 
Other short-term debtOther short-term debtOther short-term debt
2022 Term Loan747 750 
2022 Senior Notes (2.35% senior unsecured notes due September 15, 2022)2022 Senior Notes (2.35% senior unsecured notes due September 15, 2022)498 518 2022 Senior Notes (2.35% senior unsecured notes due September 15, 2022)499 513 
2023 Senior Notes (floating rate senior unsecured notes due June 15, 2023)2023 Senior Notes (floating rate senior unsecured notes due June 15, 2023)1,244 1,258 2023 Senior Notes (floating rate senior unsecured notes due June 15, 2023)1,245 1,252 
2023 Senior Notes (0.70% senior unsecured notes due June 15, 2023)2023 Senior Notes (0.70% senior unsecured notes due June 15, 2023)994 1,004 2023 Senior Notes (0.70% senior unsecured notes due June 15, 2023)995 1,003 
2023 Senior Notes (3.45% senior unsecured notes due September 21, 2023)2023 Senior Notes (3.45% senior unsecured notes due September 21, 2023)398 433 2023 Senior Notes (3.45% senior unsecured notes due September 21, 2023)399 427 
2023 Senior Notes (4.00% senior unsecured notes due October 15, 2023)2023 Senior Notes (4.00% senior unsecured notes due October 15, 2023)795 881 2023 Senior Notes (4.00% senior unsecured notes due October 15, 2023)796 868 
2025 Senior Notes (3.75% senior unsecured notes due December 1, 2025)2025 Senior Notes (3.75% senior unsecured notes due December 1, 2025)1,245 1,419 2025 Senior Notes (3.75% senior unsecured notes due December 1, 2025)1,245 1,375 
2027 Senior Notes (3.10% senior unsecured notes due September 15, 2027)2027 Senior Notes (3.10% senior unsecured notes due September 15, 2027)496 553 2027 Senior Notes (3.10% senior unsecured notes due September 15, 2027)497 543 
2028 Senior Notes (3.75% senior unsecured notes due September 21, 2028)2028 Senior Notes (3.75% senior unsecured notes due September 21, 2028)593 696 2028 Senior Notes (3.75% senior unsecured notes due September 21, 2028)593 662 
2030 Senior Notes (2.10% senior unsecured notes due June 15, 2030)2030 Senior Notes (2.10% senior unsecured notes due June 15, 2030)1,231 1,293 2030 Senior Notes (2.10% senior unsecured notes due June 15, 2030)1,232 1,204 
2032 Senior Notes (1.85% senior unsecured notes due September 15, 2032)2032 Senior Notes (1.85% senior unsecured notes due September 15, 2032)1,481 1,497 2032 Senior Notes (1.85% senior unsecured notes due September 15, 2032)1,482 1,375 
2040 Senior Notes (2.65% senior unsecured notes due September 15, 2040)2040 Senior Notes (2.65% senior unsecured notes due September 15, 2040)1,229 1,253 2040 Senior Notes (2.65% senior unsecured notes due September 15, 2040)1,229 1,158 
2048 Senior Notes (4.25% senior unsecured notes due September 21, 2048)2048 Senior Notes (4.25% senior unsecured notes due September 21, 2048)1,230 1,553 2048 Senior Notes (4.25% senior unsecured notes due September 21, 2048)1,230 1,405 
2050 Senior Notes (3.00% senior unsecured notes due June 15, 2050)2050 Senior Notes (3.00% senior unsecured notes due June 15, 2050)1,219 1,316 2050 Senior Notes (3.00% senior unsecured notes due June 15, 2050)1,219 1,161 
2060 Senior Notes (3.00% senior unsecured notes due September 15, 2060)2060 Senior Notes (3.00% senior unsecured notes due September 15, 2060)1,469 1,519 2060 Senior Notes (3.00% senior unsecured notes due September 15, 2060)1,470 1,346 
Total debtTotal debt$17,332 $18,409 Total debt$16,199 $16,363 

15.16. Segment Reporting
We operatepreviously operated as 2 reportable business segments:segments, but effective October 1, 2020, we realigned our Tradingbusinesses as part of a review of, and Clearing segmentchanges in, our organizational structure following our acquisition of Ellie Mae. As a result, we changed our internal financial reporting and our Data and Listings segment.determined that a change in reportable segments had occurred. This presentation is reflective of how our chief operating decision maker reviews and operates our business.
In addition, beginning in the first quarter of 2021, origination technology revenues include those related to our ICE Mortgage Technology network (previously reported in closing solutions revenues) and closing solutions revenues now include registration revenues related to MERS (previously reported in other revenues). We believe these changes more accurately reflect how we operate the business. The prior year period has been adjusted to reflect these changes.
As of March 31, 2021, our business is conducted through 3 reportable business segments, comprised of the following:
Our Trading and ClearingExchanges segment comprisesincludes our transaction-basedglobal futures platforms for trade execution and clearing, NYSE trading and listings and various data services related to those platforms;
Our Fixed Income and Data Services segment includes our fixed income and data analytics offerings, including pricing and reference data, analytics and indices, fixed income execution, or ICE Bonds, CDS clearing, our consolidated feeds, ICE Global Network businesses, as well as ourother multi-asset class data and network services; and
Our Mortgage Technology segment provides mortgage technology business.solutions for the U.S. residential mortgage market from application through closing and the secondary market.
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 more than one segment. We directly allocate expenses when reasonably possible to do so. Otherwise, we use a pro-rata revenue approach as the allocation method for the expenses that do not relate solely to one segment and serve functions that are necessary for the operation of all segments. Our Data and ListingsOctober 1, 2020 change in business segment comprisespresentation triggered a reallocation of our data services and our securities listings businesses, which are both largely subscription-based. segment operating expenses. Prior periods have been adjusted to reflect this change.
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 23 segments do not engage in intersegment transactions.
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Financial data for our business segments is as follows for the nine and three months ended September 30,March 31, 2021 and 2020 and 2019 (in millions):
Nine Months Ended September 30, 2020Nine Months Ended September 30, 2019
Trading and Clearing SegmentData and Listings SegmentConsolidatedTrading and Clearing SegmentData and Listings SegmentConsolidated
Revenues:
Energy futures and options contracts$858 $$858 $749 $$749 
Agricultural and metals futures and options contracts197 197 194 194 
Financial futures and options contracts275 275 252 252 
Cash equities and equity options1,934 1,934 1,201 1,201 
Fixed income and credit424 424 268 268 
OTC and other transactions38 38 34 34 
Pricing and analytics845 845 809 809 
Exchange data and feeds552 552 528 528 
Desktops and connectivity330 330 315 315 
Listings334 334 336 336 
Other revenues224 224 194 194 
Revenues3,950 2,061 6,011 2,892 1,988 4,880 
Transaction-based expenses1,646 1,646 976 976 
Revenues, less transaction-based expenses2,304 2,061 4,365 1,916 1,988 3,904 
Operating expenses998 1,114 2,112 732 1,121 1,853 
Operating income$1,306 $947 $2,253 $1,184 $867 $2,051 

Three Months Ended September 30, 2020Three Months Ended September 30, 2019
Trading and Clearing SegmentData and Listings SegmentConsolidatedTrading and Clearing SegmentData and Listings SegmentConsolidated
Revenues:
Energy futures and options contracts$229 $$229 $265 $$265 
Agricultural and metals futures and options contracts54 54 60 60 
Financial futures and options contracts76 76 91 91 
Cash equities and equity options593 593 401 401 
Fixed income and credit191 191 101 101 
OTC and other transactions12 12 11 11 
Pricing and analytics287 287 273 273 
Exchange data and feeds189 189 172 172 
Desktops and connectivity113 113 108 108 
Listings111 111 114 114 
Other revenues75 75 67 67 
Revenues1,230 700 1,930 996 667 1,663 
Transaction-based expenses519 519 327 327 
Revenues, less transaction-based expenses711 700 1,411 669 667 1,336 
Operating expenses406 378 784 255 375 630 
Operating income$305 $322 $627 $414 $292 $706 

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Three Months Ended March 31, 2021
ExchangesFixed Income and Data ServicesMortgage TechnologyConsolidated
Revenues:
Energy futures and options$310 $$$310 
Agricultural and metals futures and options59 59 
Financial futures and options105 105 
Cash equities and equity options734 734 
OTC and other77 77 
Data and connectivity services207 207 
Listings114 114 
Fixed income execution14 14 
CDS clearing55 55 
Fixed income data and analytics264 264 
Other data and network services135 135 
Origination technology254 254 
Closing solutions70 70 
Data and analytics18 18 
Other13 13 
Revenues1,606 468 355 2,429 
Transaction-based expenses632 632 
Revenues, less transaction-based expenses974 468 355 1,797 
Operating expenses321 335 249 905 
Operating income$653 $133 $106 $892 

Three Months Ended March 31, 2020
ExchangesFixed Income and Data ServicesMortgage TechnologyConsolidated
Revenues:
Energy futures and options$353 $$$353 
Agricultural and metals futures and options84 84 
Financial futures and options123 123 
Cash equities and equity options669 669 
OTC and other71 71 
Data and connectivity services193 193 
Listings112 112 
Fixed income execution21 21 
CDS clearing72 72 
Fixed income data and analytics245 245 
Other data and network services126 126 
Closing solutions44 44 
Other
Revenues1,605 464 46 2,115 
Transaction-based expenses556 556 
Revenues, less transaction-based expenses1,049 464 46 1,559 
Operating expenses322 330 25 677 
Operating income$727 $134 $21 $882 

Revenue from one1 clearing member of the Trading and ClearingExchanges segment comprised $276$109 million, or 12%, and $76 million, or 11%, of our Trading and ClearingExchanges revenues less transaction-based expenses forduring the nine and three months ended September 30, 2020, respectively.March 31, 2021. Revenue from one1 clearing member of the Trading and ClearingExchanges segment comprised $286$116 million, or 15% and $92 million, or 14%11% of our Trading and ClearingExchanges revenues less transaction-based expenses forduring the nine and three months ended September 30, 2019, respectively.March 31, 2020. 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
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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 forduring the nine and three months ended September 30, 2020 and 2019.March 31, 2021 or 2020.

16.17. Earnings Per Common Share
The following is a reconciliation of the numerators and denominators of the basic and diluted earnings per common share computations for the nine and three months ended September 30,March 31, 2021 and 2020 and 2019 (in millions, except per share amounts):
Nine Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31,
202020192020201920212020
Basic:Basic:Basic:
Net income attributable to Intercontinental Exchange, Inc.Net income attributable to Intercontinental Exchange, Inc.$1,563 $1,485 $390 $529 Net income attributable to Intercontinental Exchange, Inc.$646 $650 
Weighted average common shares outstandingWeighted average common shares outstanding549 563 548 559 Weighted average common shares outstanding562 552 
Basic earnings per common shareBasic earnings per common share$2.85 $2.64 $0.71 $0.95 Basic earnings per common share$1.15 $1.18 
Diluted:Diluted:Diluted:
Weighted average common shares outstandingWeighted average common shares outstanding549 563 548 559 Weighted average common shares outstanding562 552 
Effect of dilutive securities - stock options and restricted shares
Effect of dilutive securities - stock options and restricted stockEffect of dilutive securities - stock options and restricted stock
Diluted weighted average common shares outstandingDiluted weighted average common shares outstanding552 566 551 563 Diluted weighted average common shares outstanding565 555 
Diluted earnings per common shareDiluted earnings per common share$2.83 $2.62 $0.71 $0.94 Diluted earnings per common share$1.14 $1.17 
Basic earnings per common share is calculated using the weighted average common shares outstanding during the period. The weighted average common shares outstanding increased during the three months ended March 31, 2021 from the comparable period in 2020 primarily due to the stock issued for the Ellie Mae acquisition, partially offset by 2020 stock repurchases. Common equivalent shares from stock options and restricted stock awards, calculated using the treasury stock method, are included in the diluted per share calculations unless the effect of their inclusion would be antidilutive. During the ninethree months ended September 30,March 31, 2021 and 2020, 190,000 and 2019, 358,000 and 437,000246,000 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. In addition, we have excluded warrants and preferred and common incentive units under the Bakkt Equity Incentive Plan because they are also antidilutive. Certain figures in the table above may not recalculate due to rounding.

17.18. Subsequent Events
Effective October 1, 2020,On April 14, 2021, Coinbase, a company in which we realignedowned preferred stock which represented a 1.4% ownership share on a fully-diluted, as-converted basis, completed an IPO (Note 5). On April 15, 2021, we completed the sale of our businessesinvestment in Coinbase for $1.24 billion, and will record a gain of $1.23 billion in the second quarter of 2021 as part of a review of, and changesother income in our organizational structure following our acquisitionconsolidated statement of Ellie Mae. As a result, we changed our internal financial reporting and we determined that a change in reportable segments had occurred. Beginning October 1, 2020, we will report 3 segments: Exchanges, Fixed Income & Data Services, and Mortgage Technology.
Our new segment presentation is expected to be comprised of the following:
Our Exchanges segment will include trade execution and clearing, exchange data, colocation and administration fees, ICE Benchmark Administration and NYSE listings.
Our Fixed Income & Data Services segment will include ICE Bonds, CDS clearing, pricing and reference data, analytics, indices, consolidated feeds and ICE Global Network.
Our Mortgage Technology segment will include our MERS, Simplifile LC, or Simplifile, and Ellie Mae mortgage services businesses.
These changes are intended to better align our external reporting to our internal view of our businesses, including the view of our chief operating decision maker and how he manages our business. The impact of these changes will be reflected in our financial statements as of and for the year ended December 31, 2020. Prior year segment information will be reclassified to conform to the reporting structure change. We are also in the process of reassessing the composition of our reporting units and how we assess the related goodwill for impairment.income.
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 in the accompanying consolidated financial statements.
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ITEM 2.    MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS

In this Quarterly Report on Form 10-Q, or Quarterly Report, 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 Quarterly 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 Quarterly 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 whothat 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 Quarterly Report. Due to rounding, figures in tables may not sum exactly.
Forward-Looking Statements
This Quarterly Report, on Form 10-Q, including the sections entitled “Notes to Consolidated Financial Statements,” “Legal Proceedings” 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.
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. 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;conditions, political uncertainty and discord;
the impacts of the COVID-19 pandemic on our business, results of operations and financial condition as well as the broader business environment;
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, foreign exchange rates, and mortgage origination and refinancing trends;
the business environment in which we operate and trends in our industry, including trading volumes, prevalence of clearing, demand for data services, mortgage lending volumes,activity, fees, changing regulations, competition and consolidation;
our ability to minimize the risks associated with operating clearing houses in multiple jurisdictions;
our equityexchanges’ and options exchanges’clearing houses' compliance with their respective regulatory and oversight responsibilities;
the resilience of our electronic platforms and soundness of our business continuity and disaster recovery plans;
changes 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 and realize the synergies and benefits of such transactions within the expected time frame;
the performance and reliability of our trading, clearing and mortgage technologies and those of third-party service providers;
our ability to keep pace with technological developments and client preferences;
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our ability to ensure that the technology we utilize is not vulnerable to cyber-attacks,cyberattacks, hacking and other cybersecurity risks or other disruptive events or to minimize the impact of any such events;
our ability to keep information and data relating to the customers of the users of the software and services provided by our ICE Mortgage Technology business confidential;
our ability to identify trends and adjust our business to benefit from such trends, including trends in the U.S. mortgage industry such as interest rates, new home purchases, refinancing activity, and home builder and buyer sentiment, among others;
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 incur additional debt;debt and pay off our existing debt in a timely manner;
our ability to maintain existing market participants and data and mortgage technology customers, and to attract new ones;
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;
our ability to realize the expected benefits of our acquisition of Ellie Mae and our majority investment in Bakkt, which could result in additional unanticipated costs and 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 those set forth in Part 1, Item 1(A) under the caption “Risk Factors” in our Annual Report on Form 10-K for the year ended December 31, 2019, or our 20192020 Form 10-K, as filed with the SEC on February 6, 2020 and our Quarterly Reports on Form 10-Q for the quarters ended March 31, 2020 and June 30, 2020, as filed with the SEC on April 30, 2020 and July 30, 2020, respectively.4, 2021. 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 Quarterly Report. New factors may emerge and it is not possible to predict all factors that may affect our business and prospects.
Overview
We are a leading provider of marketplacemarket infrastructure, data services and technology solutions to a broad range of customers including financial institutions, corporations and government entities. Through our markets, clearinghouses, listings, data and technology offerings, we provide comprehensive workflow solutions that enable our customers to manage risk, raise capital and operate their businesses more efficiently. We operate regulated marketplaces for listing, trading and clearing of a broad array of derivatives contracts and securities acrossThese products, which span major asset classes including: energyincluding futures, equities, fixed income and agricultural commodities, metals, interest rates, equities, exchange-traded funds, or ETFs, credit derivatives, digital assets, bonds and currencies. 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. We also offer technology solutions that support the U.S. residential mortgage industry from applicationmortgages, provide our customers with access to mission critical workflow tools that are designed to increase asset class transparency and loan origination, throughworkflow efficiency. Prior to final settlement.
October 2020, we reported our results in two segments. We operate marketplacesnow report our results in three segments: Exchanges, Fixed Income and provide data services in the U.S., U.K., EU, CanadaData Services, and Singapore, and offer technology and data solutions to the U.S. mortgage industry. Our business is conducted as two reportable business segments, our Trading and Clearing segment and our Data and Listings segment, and theMortgage Technology. The majority of our identifiable assets are located in the U.S. and U.K.
Recent Developments
COVID-19
The coronavirus (COVID-19) pandemic has created economicIn our Exchanges segment, we operate regulated marketplaces for the listing, trading and clearing of a broad array of derivatives contracts and financial disruptions globallysecurities.
In our Fixed Income and has led governmental authoritiesData Services segment, we provide fixed income pricing, reference data, indices and execution services as well as global CDS clearing and multi-asset class data delivery solutions.
In our Mortgage Technology segment, we provide an end-to-end technology platform that offers customers comprehensive, digital workflow tools that aim to take unprecedented measures to mitigateaddress the spread ofinefficiencies that exist in the disease, including travel bans, border closings,U.S. residential mortgage market.
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business closures, quarantinesRecent Developments
Bakkt Transaction
On January 11, 2021, we announced that Bakkt, a trusted digital asset marketplace we launched in 2018 enabling institutions and shelter-in-place orders,consumers to buy, sell, store and spend digital assets, had entered into a definitive agreement to take actions designed to stabilize markets and promote economic growth.
From an operational perspective, our businesses, including our exchanges, clearing houses, listing venues, data services businesses, and mortgage platforms, have remained open and we do not have any plans to close any of our business operations ascombine with VIH, a result of the COVID-19 pandemic. However, due to the COVID-19 pandemic, we have taken preventative measures and implemented contingency plans, and currently most of our employees are working remotely. In response to government mandates, we closed all of our office facilities between early March and late April 2020, with only our operationally essential employees working on-site at our facilities for business continuity purposes. As various governments began easing orders requiring office closures in late April, we began a phased re-opening of certain of our office facilities allowing a limited number of operationally non-essential workers to also work on-site. In particular, NYSE, one of our subsidiaries, has partially re-opened its trading floors since initiating fully electronic trading for its exchanges and temporarily closing all trading floors in March 2020. Those employees working on-site are utilizing an alternating framework to allow for social distancing. These measures are in compliance, as necessary, with local government mandates and social distancing directives. We continue to monitor local government mandates in determining our office re-openings, re-closures and work-related travel.
Global health concerns relating to COVID-19 and preventive measures taken to reduce its spread have created significant volatility in the financial markets, which has resulted in higher trading volumes for some of our products and increased demand for our services.special purpose acquisition company sponsored by VPC.
The extent of the impact of the pandemic on our business will depend largely on future developments, including the durationcombination between Bakkt and spread of the outbreak, its severity and the actions takenVIH is expected to contain the disease or treat its impact. We continue to monitor this dynamic situation, including guidance and regulations issued by U.S. and other governmental authorities. In light of the rapidly evolving nature of the COVID-19 outbreak, we are not able at this time to estimate the ultimate effect of the pandemic on our business, results of operations or financial conditionresult in the future.
Acquisition of Ellie Mae
On September 4, 2020, we acquired Ellie Mae for aggregate consideration of $11.4 billion from private equity firm Thoma Bravo. Ellie Mae is a cloud-based technology solution provider for the mortgage finance industry. Through its digital lending platform, Ellie Mae provides technology solutions to participants in the mortgage supply chain, including over 3,000 customers and thousands of partners and investors who participate on its open network. Originators rely on Ellie Mae to securely manage the exchange of data across the mortgage ecosystem to enable the origination of mortgages while adhering to various local, state and federal compliance requirements. Ellie Mae is a part of ICE Mortgage Technology and is included in our Trading and Clearing segment as of September 30, 2020. From the acquisition date through September 30, 2020, Ellie Mae revenues of $75 million, which are included in our transaction and clearing revenues, and operating expenses of $56 million were recorded for the nine and three months ended September 30, 2020.
The purchase price consisted of $9.5 billion in cash, as adjusted for $335$500 million of cash and cash equivalents held by Ellie Mae on the datecombined company’s balance sheet, reflecting a contribution of acquisition,up to $207 million of cash held in VIH’s trust account, and $1.9 billion,a $325 million concurrent private placement, or 18.4 million sharesPIPE, of ourClass A common stock basedof the combined company, priced at $10.00 per share, including a $50 million commitment from us. The newly combined company will be renamed Bakkt Holdings, Inc. and is expected to be listed on the NYSE.
As part of the transaction, Bakkt’s existing equity holders and management will roll 100% of their equity into the combined company. Assuming no shareholders of VIH exercise their redemption rights, current Bakkt equity holders, including ICE, will own approximately 78% of the combined company, VIH’s public shareholders will own approximately 8%, VPC will own 2%, and PIPE investors (a group that will also include us) will own approximately 12% of the issued and outstanding common stock of the combined company at closing.
Following completion of the business combination, which is expected to occur by the end of the second quarter of 2021, we are expected to have a 65% economic interest and a minority voting interest in the combined company. Following the closing, we will have a minority voting interest in the combined company and as a consequence, we expect to deconsolidate Bakkt and treat it as an equity method investment within our financial statements.
Launch of ICE Futures Abu Dhabi
On March 29, 2021, we launched trading in ICE Murban Crude Oil futures, the world’s first Murban futures contract on our stock price on the acquisition date.new exchange, ICE funded the cash portion of the purchase price with net proceeds from our offering of new senior notes in August 2020, togetherFutures Abu Dhabi Limited, or IFAD. IFAD was launched with the issuance of commercial paperAbu Dhabi National Oil Company, or ADNOC, and borrowings under a new senior unsecured term loan facility.
Acquisition of Bridge2 Solutions
On February 21, 2020, we acquired Bridge2 Solutions, a leading provider of loyalty solutions for merchants and consumers. Bridge2 Solutions enables somenine of the world’s leading brandslargest energy traders.
ICE Murban Crude Oil Futures opened for trading along with 18 Murban-related cash settled derivatives and inter-commodity spreads. Murban futures investors from jurisdictions including ADGM, the U.S., Singapore, the U.K., Switzerland, the Netherlands, France, Norway, Australia, Japan and South Korea, are able to engagetrade on IFAD. IFAD has 27 Exchange Members and 20 Clearing Members. Contracts traded on IFAD are cleared at ICE Clear Europe alongside ICE’s global energy futures platform, allowing customers to benefit from critical margin offsets to enhance capital efficiency. As of April 20, 2022, open interest was more than 42,000 contracts and drive loyalty. It powers incentive and employee perk programs for companies across a wide spectrumtotal of industries.132,450 contracts have traded with 49 firms having traded on IFAD since the launch.
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 Abu Dhabi Global Markets.ADGM. Failure to satisfy regulatory requirements can or may give rise to sanctions by the applicable regulator.
Global policy makers have undertaken reviews of their existing legal framework governing financial markets in connection with regulatory reform, and have either passed new laws and regulations, or are in the process of debating and/or enacting new laws and regulations that apply to our business and to our customers’ businesses. During most of 2020,
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global policy makers have been focused on the impact of and responses to the COVID-19 pandemic. As a consequence, many regulatory initiatives have been postponed. Legislative and regulatory actions may impact the way in which we or our customers conduct business and may create uncertainty, which could affect trading volumes or demand for market data. See Part 1, Item 1 “Business - Regulation” and Part 1, Item 1(A) "Risk Factors" included in our 20192020 Form 10-K for a discussion of the primary regulations applicable to our business and certain risks associated with those regulations.
TheDomestic 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 in theof focus on these evolving regulatory landscape that are likely to impact our businessefforts are:
Brexit timing and implications. On January 31, 2020,1, 2021, the U.K. officially withdrew from the EU. In connection with the U.K.'scompleted its withdrawal from the EU, the U.K. and the EU entered intocommonly referred to as Brexit. As a withdrawal agreement, which, amongst other things, includes a transitional period until December 31, 2020, during whichresult, as of January 1, 2021, EU law will continue to applyno longer applies in and to the U.K.
Continued access by EU market participants to U.K. CCPs and exchanges.Under In connection with the termscompletion of the U.K.'s 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. CCPs such as ICE Clear Europe, and accessing U.K. trading venues, such as ICE Futures Europe. The European Commission, or EC, adopted an 18-month temporary equivalence decision for U.K. CCPs, which will apply beginning on January 1, 2021. In addition, ICE Clear Europe has been recognized by the European Securities and Markets Authority, or ESMA, as a third country central counterparty in accordance with the European Markets Infrastructure Regulation, or EMIR. This recognition will take effect once the transition arrangement between the U.K. and EU ends. Separately, ICE Futures Europefinalized a trade and ICE Endex will continue to be able to permit access by EUcooperation agreement, which was provisionally applied as of January 1, 2021. The trade and U.K. persons to transact on their platforms, evencooperation agreement does not cover financial services.
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Instead, in the absence of any trade agreement being entered into byMarch 2021, the U.K. and EU prioragreed on a Memorandum of Understanding establishing the framework for regulatory cooperation on financial services, but there continues to be uncertainty surrounding specific terms that may impact the end of the transitional period and/or any trading venue equivalence decisions by the Financial Conduct Authority, or FCA, or the EC. The lack of equivalence decisions for trading venues, however, may result in increased costs for certain EUfinancial services industry 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 equivalence determination for trading venues being made.
The regulatory structure applicable to non-EU clearing houses. On January 1, 2020, EMIR 2.2 became effective, which revises the EU's current regulatory and supervisory structure for EU and non-EU clearing houses. In September 2020, the delegated regulations on the criteria for determining whether a non-EU clearing house is systemically important to the EU entered into force and, for those non-EU clearing houses that are systemically important to the EU, ESMA will assess whether compliance with the clearing house's home country regulation satisfies compliance with EU requirements. ESMA has recognized ICE Clear Europe as a third country CCP under EMIR and determined that it is a Tier 2 CCP on the basis that it is systemically important to the financial stability of the EU or one or more of its Member States. ESMA's continuing implementation of these delegated regulations could impact one or more of our other non-EU clearing houses.operations.
Requirement that European and U.K. exchanges and CCPs offer non-discriminatory access.The non-discriminatory access provisions of the U.K.'s Markets in Financial Instruments Directive II, or U.K. MiFID II, and the EU Markets in Financial Instruments Directive II, or EU MiFID II, would require both our U.K. and European exchanges and central counterparties, or CCPs, to offer access to third parties on commercially reasonable terms. In addition, both the U.K. MiFID II and the EU MiFID II could require our U.K. and 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. On July 3, 2020, the application of these non-discriminatory access requirements for EU exchange-traded derivatives under EU MiFID II was postponed until July 3, 2021. This postponement did not form part of EU law retained by the U.K. at the end of the Brexit transition period. U.K. Treasury is currently reviewing the suitability of these requirements for U.K. markets.
Market data requirements. Continued access by EU market participants to U.K. CCPs and exchanges.Our The European Commission, or EC, adopted an 18-month temporary equivalence decision for U.K. and EU derivatives exchanges could be impacted by changesCCPs, which began to requirements related to the disseminationapply as of market data. In its December 2019 report to the EC, ESMA recommended against, among other things, 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 text. The EC is considering ESMA’s report and is considering further legislative action in this area.
In June 2020, NYSE, Nasdaq and Cboe Global Markets filed petitions for review of the SIP Order with the U.S. Court of Appeals for the District of Columbia. In August 2020, the SEC adopted a change to Rule 608 that eliminates the provision allowing market data fee changes proposedJanuary 1, 2021. ICE Clear Europe has been recognized by the National Market System Plans, or NMS Plans, to become immediately effective. Further, in August 2020, the exchangesEuropean Securities and the Financial Industry RegulatoryMarkets Authority, or FINRA, submitted to the SECESMA, as a proposed new, single NMS Plan to replace the three existing NMS Plans that govern the dissemination of real-time, consolidated equity market data for NMS stocks,third-country CCP in accordance with the European Markets Infrastructure Regulation, or EMIR. 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. The absence of an SEC order directing the exchanges and FINRA to submit such a plan. This proposed new single NMS Plan would not replace the current NMS Plans until it is published for comment and approvedequivalence decision by the SEC. Approval of the new SIP
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Plan by the SECEU for U.K. trading venues, however, may affect NYSE's revenuesresult in increased costs for certain EU market participants, which could impact trading on ICE Futures Europe. In February 2021, ICE announced it plans to transition ICE EU Emission Allowance futures and options from the sale of consolidated market data since all the market data fees for consolidated market data would be requiredICE Futures Europe to be re-filed with the SEC and would not be effective until approved.
Position limits. The adoption and implementation of position limit rulesICE Endex in the U.S.June 2021. Additional impacts to our business and the EU could have anpotential for regulatory changes remain uncertain at this time. We are monitoring the impact onto 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 and are relevantevaluating avenues to the markets operated byfacilitate continued access for EU and U.K. customers to ICE Futures Europe and ICE Endex. In July 2020, the EC published a legislative proposal for amendments to MiFID II which narrowed the scope of the position limits regime by restricting the scope of the position limits to critical or significant contracts. In October 2020, the CFTC finalized its position limit rulemaking which replaced 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 EU does not make changes to MiFID II or makes changes inconsistent with U.S. regulations.
Benchmarks Regulation.In JulyOctober 2020, the EC published a legislative proposal reviewingU.K. Government introduced the EUFinancial Services Bill, which includes proposed amendments to the U.K. Benchmarks Regulation, or BMR, and included a proposal to provide the ECFCA with the power to designate a replacement benchmark for contracts referencing a benchmark in cessation. In June 2020, the U.K. Government announced its intention to amend the U.K.’s regulatory framework for benchmarks to ensure the FCA has the powerauthority to manage and direct any wind-down period prior to a cessation of the London Interbank Offered Rate, or LIBOR, cessation, including powers to direct a methodology change for a critical benchmark. Increasingbenchmark and extend its publication on a basis that is no longer representative of its original underlying market or economic reality. Legislation increasing the powers of the FCAregulators to change the methodology of a benchmark or the underlying market represented by a benchmark, such asor extend the publication of a benchmark, including LIBOR, could result in increased risks to the administratoradministrators, such as ICE Benchmark Administration Limited, or IBA, and users of such benchmarks. In February 2021, amendments to the EU BMR came into force to provide the EC the power to designate a replacement benchmark such asthat covers all references to a widely used reference rate that is phased out, including LIBOR, when necessary to avoid disruption of the operatorfinancial markets in the EU and to further extend the transition period for the use of benchmarks provided by third-country administrators until at least December 31, 2023. On April 6, 2021, New York Governor Andrew Cuomo signed into law legislation addressing the consequences of the permanent cessation of LIBOR for specified contracts, securities, and other agreements that are economically linked to LIBOR that are governed by New York state law. The legislation generally tracks the legislation proposed by the Alternative Reference Rates Committee, or ARRC, and received broad industry support.
U.S. Listing and Trading Prohibitions on Certain Foreign Companies. On December 18, 2020, the Holding Foreign Companies Accountable Act became U.S. law. For each company required to file periodic reports with the SEC, this Act requires the SEC to identify any company that retains a registered public accounting firm that is located in a foreign jurisdiction and that the Public Company Accounting Oversight Board, or PCAOB, is unable to inspect or investigate because of a position taken in such foreign jurisdiction. If the SEC determines that the PCAOB has been unable to inspect or investigate such accounting firm for three consecutive years, it is required to prohibit such company from trading its securities on a U.S. securities exchange or in any “over-the-counter” market. As a consequence, the NYSE exchanges may be required to suspend trading in certain of their listed companies. On March 24, 2021, the SEC adopted rules to implement certain disclosure requirements of the Holding Foreign Companies Accountable Act for foreign registrants.
In addition, on November 12, 2020, the former President of the United States issued an Executive Order that prohibits, subject to certain exceptions, transactions by U.S. persons in the securities of certain Chinese companies identified as having ties to the People's Liberation Army, and in securities that are derivatives market.of, or any securities that are designated to provide investment exposure to, such Chinese companies. To comply with the Executive Order and guidance from the U.S. Department of the Treasury, the NYSE suspended trading in four of its listed companies and commenced delisting proceedings. In the future, there may be other listed companies that the NYSE will be required to take similar action to comply with the Executive Order.
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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 and YTD represents the nine-month periods ended September 30th)amounts):
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Nine Months Ended September 30,Three Months Ended September 30,
20202019Change20202019Change
Revenues, less transaction-based expenses$4,365 $3,904 12 %$1,411 $1,336 6 %
Operating expenses$2,112 $1,853 14 %$784 $630 25 %
Adjusted operating expenses(1)
$1,783 $1,619 10 %$611 $551 11 %
Operating income$2,253 $2,051 10 %$627 $706 (11) %
Adjusted operating income(1)
$2,582 $2,285 13%$800 $785 2 %
Operating margin52 %53 %(1 pt)44 %53 %(9 pts)
Adjusted operating margin(1)
59  %59  %57  %59  %(2 pts)
Other income (expense), net$(161)$(157)2 %$(44)$(66)(34) %
Income tax expense$512 $387 32 %$189 $103 82 %
Effective tax rate24 %20 %4 pts32 %16 %16 pts
Net income attributable to ICE$1,563 $1,485 5 %$390 $529 (26) %
Adjusted net income attributable to ICE(1)
$1,861 $1,660 12 %$569 $599 (5) %
Diluted earnings per share attributable to ICE common stockholders$2.83 $2.62 8 %$0.71 $0.94 (24) %
Adjusted diluted earnings per share attributable to ICE common stockholders(1)
$3.37 $2.93 15 %$1.03 $1.06 (3) %
Cash flows from operating activities$1,815 $1,882 (4) %
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Three Months Ended March 31,
20212020Change
Revenues, less transaction-based expenses$1,797 $1,559 15 %
Operating expenses$905 $677 34 %
Adjusted operating expenses(1)
$729 $597 22 %
Operating income$892 $882 1 %
Adjusted operating income(1)
$1,068 $962 11%
Operating margin50 %57 %(7 pts)
Adjusted operating margin(1)
59  %62  %(3 pts)
Other income (expense), net$(59)$(46)28 %
Income tax expense$183 $178 3 %
Effective tax rate22 %21 %1 pt
Net income attributable to ICE$646 $650 (1) %
Adjusted net income attributable to ICE(1)
$758 $695 9 %
Diluted earnings per share attributable to ICE common stockholders$1.14 $1.17 (3) %
Adjusted diluted earnings per share attributable to ICE common stockholders(1)
$1.34 $1.25 7 %
Cash flows from operating activities$734 $520 41 %
(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 U.S. GAAP. See “- Non-GAAP Financial Measures” below.
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Revenues, less transaction-based expenses, increased $461 million and $75$238 million for the nine and three months ended September 30, 2020, respectively,March 31, 2021 from the comparable periodsperiod in 2019.2020. See "-Trading"-Exchanges Segment", "Fixed Income and Clearing
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Data Services Segment" and "Data and Listings"Mortgage Technology Segment" below for a discussion of the significant changes in our revenues. The increase in revenues during the nine and three months ended September 30, 2020March 31, 2021 includes $2 million in unfavorable foreign exchange effects and $8$18 million in favorable foreign exchange effects respectively, arising from fluctuations in the U.S. dollar from the comparable periodsperiod in 2019.2020. See Item 3 "Quantitative and Qualitative Disclosures About Market Risk-Foreign Currency Exchange Rate Risk" below for additional information on the impact of currency fluctuations.
Operating expenses increased $259 million and $154$228 million for the nine and three months ended September 30, 2020, respectively,March 31, 2021 from the comparable periodsperiod in 2019.2020. See "-Consolidated Operating Expenses" below for a discussion of the significant changes in our operating expenses. The increase in operating expenses includes minimal foreign exchange effect during the nine months ended September 30, 2020 and $4$7 million in unfavorable foreign exchange effects for the three months ended September 30, 2020March 31, 2021 arising from fluctuations in the U.S. dollar from the comparable periodsperiod in 2019.2020. See Item 3 "Quantitative and Qualitative Disclosures About Market Risk-Foreign Currency Exchange Rate Risk" below for additional information on the impact of currency fluctuations.
Variability in Quarterly Comparisons
Our business environment has been characterized by:
globalization of marketplaces, customers and competitors;
growing customer demand for workflow efficiency and automation;
commodity, interest rate 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; and
consolidation and increasing competition among global markets for trading, clearing and listings.
For additional information regarding the factors that affect our results of operations, see Item 1(A) “Risk Factors” included in our 20192020 Form 10-K, and Part II, Item 1(A) "Risk Factors" below.
Segment Results
We previously operated as two reportable business segments, but effective October 1, 2020, we realigned our businesses as part of a review of, and changes in, our organizational structure following our acquisition of Ellie Mae. As a result, we changed our internal financial reporting and determined that a change in reportable segments had occurred. Prior periods have been adjusted to reflect this change. Our segments do not engage in intersegment transactions.
Our business is now conducted through twothree reportable business segments:segments, comprised of the following:
Trading and Clearing, which comprisesOur Exchanges segment includes our transaction-basedtrade execution and clearing within our global futures network and NYSE businesses, various data and connectivity services that are directly related to those exchange platforms, administration fees and our NYSE listings business. Trade execution and clearing products include energy, agricultural and metals, financial futures and options, cash equities, equity options, OTC and other;
Our Fixed Income and Data Services segment includes pricing and reference data, analytics, indices, trade execution and clearing within our ICE Bonds and CDS businesses, consolidated feeds and our ICE Global Network businesses; and
DataOur Mortgage Technology segment includes our ICE Mortgage Technology businesses. This segment includes origination technology, closing solutions, data and Listings, which comprisesanalytics and other. In addition, beginning in the first quarter of 2021, origination technology revenues include those related to our subscription-based data servicesICE Mortgage Technology network (previously reported in closing solutions revenues) and securities listings businesses.closing solutions revenues now include registration revenues related to MERSCORP Holdings, Inc., or MERS, (previously reported in other revenues). We believe these changes more accurately reflect how we operate the business. The prior year period has been adjusted to reflect these changes.
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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.more than one segment. We directly allocate expenses when reasonably possible to do so. Otherwise, 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 expensessegment and serve functions that are necessary for the operation of all segments. Our October 1, 2020 change in business segment presentation triggered a reallocation of our segment operating expenses. Prior periods have been adjusted to specific revenue streams within these segments since such an allocation is not reasonably possible. Our two segments do not engage in intersegment transactions.reflect this change.
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Trading and ClearingExchanges Segment
The following presents selected statements of income data for our Trading and ClearingExchanges segment (dollars in millions and YTD represents the nine-month periods ended September 30th)millions):
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(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.
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Nine Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31, 2021
20202019Change20202019Change20212020Change
Revenues:Revenues:Revenues:
Energy futures and options contracts$858 $749 15 %$229 $265 (14)%
Agricultural and metals futures and options contracts197 194 54 60 (11)
Financial futures and options contracts275 252 76 91 (16)
Energy futures and optionsEnergy futures and options$310 $353 (12)%
Agricultural and metals futures and optionsAgricultural and metals futures and options59 84 (29)
Financial futures and optionsFinancial futures and options105 123 (14)
Futures and optionsFutures and options474 560 (15)
Cash equities and equity optionsCash equities and equity options1,934 1,201 61 593 401 48 Cash equities and equity options734 669 10 
Fixed income and credit424 268 59 191 101 89 
OTC and other transactions38 34 13 12 11 13 
OTC and otherOTC and other77 71 
Transaction and clearing, netTransaction and clearing, net3,726 2,698 38 1,155 929 24 Transaction and clearing, net1,285 1,300 (1)
Other revenues224 194 15 75 67 12 
Data and connectivity servicesData and connectivity services207 193 
ListingsListings114 112 
RevenuesRevenues3,950 2,892 37 1,230 996 24 Revenues1,606 1,605 — 
Transaction-based expenses1,646 976 69 519 327 59 
Transaction-based expenses(1)
Transaction-based expenses(1)
632 556 14 
Revenues, less transaction-based expensesRevenues, less transaction-based expenses2,304 1,916 20 711 669 Revenues, less transaction-based expenses974 1,049 (7)
Other operating expensesOther operating expenses691 554 25 243 195 25 Other operating expenses253 246 
Depreciation and amortizationDepreciation and amortization217 177 22 87 60 43 Depreciation and amortization63 64 (1)
Acquisition-related transaction and integration costsAcquisition-related transaction and integration costs90 n/a76 — n/aAcquisition-related transaction and integration costs12 (62)
Operating expensesOperating expenses998 732 36 406 255 59 Operating expenses321 322 — 
Operating incomeOperating income$1,306 $1,184 10 %$305 $414 (26)%Operating income$653 $727 (10)%
(1)Transaction-based expenses are largely attributable to our cash equities and options business.
Transaction and Clearing
Exchanges Revenues
Our Exchanges segment includes transaction and clearing revenues from our futures and NYSE exchanges as well as related data and connectivity services and listings. Transaction and clearing revenues consist of fees collected from our derivatives, fixed income, cash equities and equity options trading and derivatives clearing, and mortgage technology services. Because transaction and clearing revenues are generally assessedreported on a per-contractnet basis, revenues and profitability fluctuate with changes in contract volume and due to product mix.except for the NYSE transaction-based expenses discussed below. 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 product mix. Our data and connectivity services revenues are recurring subscription fees related to the various data and connectivity services that we provide which are directly attributable to our exchange venues. Our listings revenues are also recurring subscription fees that we earn for the provision of NYSE listings services for public companies and ETFs, and related corporate actions for listed companies.
For the nine months ended September 30, 2020 and 2019, 19% and 20%, respectively, of our Trading and Clearing segment revenues, less transaction-based expenses, were billed in pounds sterling or euros and forboth the three months ended September 30,March 31, 2021 and 2020, and 2019, 17% and 19%, respectively,16% of our Trading and ClearingExchanges segment revenues, less transaction-based expenses, were billed in pounds sterling or euros. For the nine months ended September 30, 2020 as comparedDue to the same period in 2019, foreign currency fluctuations due to the strengthening of the U.S. dollar compared to the euro resulted in a decrease of $2 million to our Trading and Clearing segment revenues, less transaction-based expenses. For the three months ended September 30, 2020 as compared to the same period in 2019, foreign currency fluctuations due to the weakening of the U.S. dollar compared to the pound sterling and euro resulted in an increase of $6 millioncompared to the U.S. dollar, our Trading and ClearingExchanges segment revenues, less transaction-based expenses. See Item 3 “- Quantitative and Qualitative Disclosures About Market Risk -Foreign Currency Exchange Rate Risk” belowexpenses, were higher by $12 million for additional information on the impact of currency fluctuations.three months ended March 31, 2021, from the comparable period in 2020.
Our exchange transaction and clearing revenues are presented net of rebates. We recorded rebates of $274 million and $306 million for the three months ended March 31, 2021 and 2020, 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. We recorded rebates of $742 million and $653 million for the nine months ended September 30, 2020 and 2019, respectively, and $217 million and $218 million for the three months ended September 30, 2020 and 2019, respectively. The increasedecrease in rebates for the nine months ended September 30, 2020 from the comparable period in 2019 wasis due primarily due to the increase indecreased volumes traded. Rebates were flat for the three months ended September 30, 2020 from the comparable period in 2019.within our futures and options programs.
Energy Futures and Options Contracts:Options: Total energy volume increased 20%decreased 16% and revenues increased 15%decreased 12% for the ninethree months ended September 30, 2020March 31, 2021 from the comparable period in 2019 and volume decreased 8% and revenues decreased 14% for the three months ended September 30, 2020 from the comparable period in 2019.2020.
Total oil volume increaseddecreased 16% for the ninethree months ended September 30, 2020March 31, 2021 from the comparable period in 2019 due to increased risk management activity driven by shifting supply/demand dynamics related to various geopolitical events and the emergence of COVID-19. Total oil volume decreased 15% for the three months ended September 30, 2020 from the comparable period in 2019 as the thirdfirst quarter of 2019
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2020 benefited from a sharp increase in price volatility related to increasedvarious geopolitical tensions acrossevents as well as the Middle East.emergence of COVID-19.
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Our global natural gas futures and options volume increased 29% and 8%decreased 16% for the nine and three months ended September 30,March 31, 2021 from the comparable period in 2020. Similar to oil volumes, the first quarter of 2020 respectively. Thebenefited from elevated volatility related to COVID-19.
Our environmentals and other futures and options volume increasedecreased 6% for the three months ended March 31, 2021 from the comparable period in our North American natural gas products was primarily driven by shifting supply/demand dynamics as the price of West Texas Intermediate crude oil, the benchmark for U.S. crude oil, remained at relatively low levels leading to lower levels of shale production and thus, reduced supply of U.S. natural gas. In addition, the strength in our European TTF gas volumes was driven by the continued emergence of TTF as not only the European benchmark, but also the emerging global benchmark, for natural gas as the commodity continues to globalize.2020.
Agricultural and Metals Futures and Options Contracts:Options: InTotal volume in our agricultural and metals futures and options markets total volume increased 1% for the nine months ended September 30, 2020decreased 29% and revenues decreased 9%29% for the three months ended September 30, 2020March 31, 2021 from the comparable periodsperiod in 2019, and revenues increased 1% for the nine months ended September 30,2020. The first quarter of 2020 and decreased 11% for the three months ended September 30, 2020benefited from the comparable periods in 2019. The overall increase in agricultural volumes for the nine months ended September 30, 2020 was primarily driven by priceelevated volatility resulting from shifting supply/demand dynamics related to COVID-19 theand a sharp decline in global oil prices and varying global weather patterns. The overall decrease in agricultural volumes for the three months ended September 30, 2020 was primarily driven by lower commodity price volatility than the prior year period.prices.
Sugar futures and options volumes increased 9% and decreased 14%39% for the nine and three months ended September 30, 2020, respectively,March 31, 2021 from the comparable periodsperiod in 2019.2020.
Other agricultural and metal futures and options volume decreased 5%19% for both the nine and three months ended September 30, 2020March 31, 2021 from the comparable periodsperiod in 2019.2020.
Financial Futures and Options Contracts:Options: InTotal volume decreased 21% and revenues decreased 14% in our financial futures and options markets total volume decreased 1% and 24%, respectively, for the nine and three months ended September 30, 2020March 31, 2021 from the comparable periodsperiod in 2019 and revenues increased 9% and decreased 16%, respectively, for the nine and three months ended September 30, 2020 from the comparable periods in 2019.2020.
Interest rate futures and options volume and revenue decreased 4%19% and 27%15%, respectively, for the nine and three months ended September 30, 2020, respectively,March 31, 2021 from the comparable periodsperiod in 2019 and revenue decreased 1% and 26% for the nine and three months ended September 30,2020. The first quarter of 2020 respectively,benefited largely from the comparable periods in 2019. The interest rate futures and options volume decrease for the nine and three months ended September 30, 2020 was primarily driven by the impact ofunexpected quantitative easing measures implemented by major central banks in response to COVID-19. Interest rate futures and options revenues were $151$62 million and $152 million for the nine months ended September 30, 2020 and 2019, respectively, and $40 million and $55$72 million for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively.
Other financial futures and options volume, which includes our MSCI®, FTSE® and NYSE FANG+ equity index products, increased 15%decreased 26% and revenue decreased 9%14% for the nine and three months ended September 30, 2020, respectively, from the comparable periods in 2019. Other financial futures and options volume increased for the nine months ended September 30, 2020, due to increased equity market volatility driven by accelerating adoption of MSCI® index futures and options as well as uncertainty related to COVID-19. Lower equity index futures and options volumes in the three months ended September 30,March 31, 2021 from the comparable period in 2020. The first quarter of 2020 were partially offsetbenefited from elevated volatility across global equity markets driven by positive trends across our FX futures and options complex, particularly the U.S. Dollar Index futures and options.emergence of COVID-19. Other financial futures and options revenues were $124$43 million and $100 million for the nine months ended September 30, 2020 and 2019, respectively, and $36 million and $36$51 million for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively.
Cash Equities and Equity Options: Cash equities handled volume increased 45% and 29%7% for the nine and three months ended September 30, 2020, respectively,March 31, 2021 from the comparable periodsperiod in 20192020 due to heightened volatility driven by uncertainty related to COVID-19 and various geopolitical events.increased participation in U.S. equity markets, including increased retail participation. Cash equities revenues, net of transaction-based expenses, were $216$71 million and $153 million for the nine months ended September 30, 2020 and 2019, respectively, and $53 million and $51$83 million for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively.
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Equity options volume increased 53% and 74%65% for the nine and three months ended September 30, 2020, respectively,March 31, 2021 from the comparable periodsperiod in 2019 primarily due to higher industry volumes and heightened volatility2020 driven by uncertainty related to COVID-19increased participation and various geopolitical events.higher market share. Equity options revenues, net of transaction-based expenses, were $72 million for both the nine months ended September 30, 2020 and 2019 and $21$31 million and $23$30 million for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively.
Fixed Income and Credit: Fixed income and credit includes revenues from ICE Mortgage Technology, ICE Bonds and CDS execution and clearing.
CDS clearing revenues were $117 million and $102 million for the nine months ended September 30, 2020 and 2019, respectively, and $33 million and $35 million for the three months ended September 30, 2020 and 2019, respectively. The notional value of CDS cleared was $14.6 trillion and $11.9 trillion for the nine months ended September 30, 2020 and 2019, respectively, and $3.6 trillion and $4.3 trillion for the three months ended September 30, 2020 and 2019, respectively. The increase in CDS clearing revenues for the nine months ended September 30, 2020 from the comparable period in 2019 included record buy-side activity in terms of index notional amount cleared during the period driven by heightened market volatility related to COVID-19.
Mortgage services revenues were $238 million and $90 million for the nine months ended September 30, 2020 and 2019, respectively, and $140 million and $42 million for the three months ended September 30, 2020 and 2019, respectively. The increase in mortgage services revenues was primarily driven by the acquisitions of Ellie Mae in September 2020 and Simplifile in June 2019.
OTC and Other Transactions:Other: OTC and other transactions include revenues from our OTC energy business and other trade confirmation services.
Other Revenues
Other revenues primarily includeservices, as well as 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. Our OTC and other revenues increased 9% for the three months ended March 31, 2021 from the comparable period in 2020 primarily due to the February 2020 acquisition of Bridge2 Solutions.
Data and Connectivity Services: Our data and connectivity services revenues increased 7% for the three months ended March 31, 2021 from the comparable period in 2020. The increase in otherrevenue was driven by the strong retention rate of existing customers and increased purchases by existing customers.
Listings Revenues: 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. Listings revenues increased 2% for the nine and three months ended September 30, 2020March 31, 2021 from the comparable periodsperiod in 2019 was primarily due2020, driven by equity capital markets activity, including an increase in demand for special purpose acquisition company, or SPAC, listings.
Listings revenues in our securities markets arise from fees applicable to increased interest income earnedcompanies listed on certain clearing margin deposits reflecting higher balances, increased regulatoryour cash equities 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
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based on the acquisitionsnumber of Ellie Maeshares that a company initially lists. All listings fees are billed upfront and Bridge2 Solutions.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.
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.
Selected Operating Data
The following charts and tables 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 and YTD represents the nine-month periods ended September 30th)amounts):
Volume and Rate per Contract
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Nine Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31,
20202019Change20202019Change20212020Change
Number of contracts traded (in millions):Number of contracts traded (in millions):Number of contracts traded (in millions):
Energy futures and optionsEnergy futures and options600 502 20 %163 177 (8)%Energy futures and options206 244 (16)%
Agricultural and metals futures and optionsAgricultural and metals futures and options86 85 24 26 (9)Agricultural and metals futures and options26 37 (29)
Financial futures and optionsFinancial futures and options487 491 (1)133 174 (24)Financial futures and options177 223 (21)
TotalTotal1,173 1,078 %320 377 (15)%Total409 504 (19)%
Nine Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31,
20202019Change20202019Change20212020Change
Average Daily Volume of contracts traded (in thousands):Average Daily Volume of contracts traded (in thousands):Average Daily Volume of contracts traded (in thousands):
Energy futures and optionsEnergy futures and options3,176 2,671 19 %2,545 2,762 (8)%Energy futures and options3,376 3,938 (14)%
Agricultural and metals futures and optionsAgricultural and metals futures and options456 453 376 414 (9)Agricultural and metals futures and options425 588 (28)
Financial futures and optionsFinancial futures and options2,531 2,565 (1)2,024 2,650 (24)Financial futures and options2,832 3,511 (19)
TotalTotal6,163 5,689 %4,945 5,826 (15)%Total6,633 8,037 (17)%
Nine Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31,
20202019Change20202019Change20212020Change
Rate per contract:Rate per contract:Rate per contract:
Energy futures and optionsEnergy futures and options$1.43 $1.49 (4)%$1.40 $1.50 (6)%Energy futures and options$1.50 $1.45 %
Agricultural and metals futures and optionsAgricultural and metals futures and options$2.29 $2.28 — %$2.23 $2.27 (2)%Agricultural and metals futures and options$2.28 $2.29 — %
Financial futures and optionsFinancial futures and options$0.56 $0.51 10 %$0.56 $0.52 %Financial futures and options$0.58 $0.54 %
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 tradedentered into 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 quarter-end open interest for our futures and options contracts (in thousands, except for percentages):
Open Interest
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As of September 30,As of March 31,
20202019Change20212020Change
Open interest — in thousands of contracts:Open interest — in thousands of contracts:Open interest — in thousands of contracts:
Energy futures and optionsEnergy futures and options41,358 37,621 10 %Energy futures and options42,177 44,375 (5)%
Agricultural and metals futures and optionsAgricultural and metals futures and options3,607 3,873 (7)Agricultural and metals futures and options4,017 4,239 (5)
Financial futures and optionsFinancial futures and options29,109 34,740 (16)Financial futures and options32,341 26,666 21 
TotalTotal74,074 76,234 (3)%Total78,535 75,280 %
The following charts and table 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 and YTD represents the nine-month periods ended September 30th)counted):
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Nine Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31,
20202019Change20202019Change20212020Change
NYSE cash equities:
Total cash handled volume (shares in millions)2,552 1,760 45 %2,151 1,666 29 %
NYSE cash equities (shares in millions):NYSE cash equities (shares in millions):
Total cash handled volumeTotal cash handled volume2,920 2,734 %
Total cash market share matched Total cash market share matched22.6 %24.2 %(1.6) pts21.2 %23.5 %(2.3) pts Total cash market share matched19.5 %24.5 %(5.0) pts
NYSE equity options (contracts in thousands):NYSE equity options (contracts in thousands):NYSE equity options (contracts in thousands):
NYSE equity options volumeNYSE equity options volume4,862 3,185 53 %5,328 3,062 74 %NYSE equity options volume7,732 4,681 65 %
Total equity options volumeTotal equity options volume26,701 17,478 53 %28,085 17,767 58 %Total equity options volume40,053 25,331 58 %
NYSE share of total equity options NYSE share of total equity options18.2 %18.2 %19.0 %17.2 %1.7 pts NYSE share of total equity options19.3 %18.5 %0.8 pts
Revenue capture or rate per contract:Revenue capture or rate per contract:Revenue capture or rate per contract:
Cash equities rate per contract (per 100 shares)Cash equities rate per contract (per 100 shares)$0.045$0.046(3)%$0.038$0.049(21)%Cash equities rate per contract (per 100 shares)$0.040$0.049(19)%
Equity options rate per contractEquity options rate per contract$0.08$0.12(34)%$0.06$0.12(46)%Equity options rate per contract$0.07$0.10(35)%
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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.
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 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 will vary from collections. Section 31 fees were $465$125 million and $274 million for the nine months ended September 30, 2020 and 2019, respectively, and $145 million and $105$166 million for the three months ended September 30,March 31, 2021 and 2020, and 2019, 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 $53$123 million as of September 30, 2020.March 31, 2021.
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 $1.2 billion and $702 million for the nine months ended September 30, 2020 and 2019, respectively, and $374$507 million and $222$390 million for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively.
Operating Expenses, Operating Income and Operating Margin
The following chart summarizes our Trading and ClearingExchanges segment's operating expenses, operating income and operating margin (dollars in millions). See “- Consolidated Operating Expenses” below for a discussion of the significant changes in our operating expenses.
Trading and Clearing Segment:Nine Months Ended September 30,Three Months Ended September 30,
Exchanges Segment:Exchanges Segment:Three Months Ended March 31,
20202019Change20202019Change20212020Change
Operating expensesOperating expenses$998 $732 36 %$406 $255 59 %Operating expenses$321 $322 — %
Adjusted operating expenses(1)
Adjusted operating expenses(1)
$813 $662 23 %$282 $231 21 %
Adjusted operating expenses(1)
$298 $295 %
Operating incomeOperating income$1,306 $1,184 10 %$305 $414 (26)%Operating income$653 $727 (10)%
Adjusted operating income(1)
Adjusted operating income(1)
$1,491 $1,254 19 %$429 $438 (1)%
Adjusted operating income(1)
$676 $754 (10)%
Operating marginOperating margin57  %62  %(5 pts)43  %62  %(19 pts)Operating margin67  %69  %(2 pts)
Adjusted operating margin(1)
Adjusted operating margin(1)
65  %65  %— 61  %65  %(4 pts)
Adjusted operating margin(1)
69  %72  %(3 pts)















(1) The adjusted figures exclude items that are not reflective of our ongoing core operations and business performance. These adjusted numbers are not calculated in accordance with U.S. GAAP. See “- Non-GAAP Financial Measures” below.
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Fixed Income and Data and ListingsServices Segment
The following charts and table present our selected statements of income data for our Fixed Income and Data and ListingsServices segment (dollars in millions and YTD represents the nine-month periods ended September 30th)millions):
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(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.
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Nine Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31, 2021
20202019Change20202019Change20212020Change
Revenues:Revenues:Revenues:
Pricing and analytics$845 $809 %$287 $273 %
Exchange data and feeds552 528 189 172 
Desktops and connectivity330 315 113 108 
Data services1,727 1,652 589 553 
Listings334 336 (1)111 114 (2)
Fixed income executionFixed income execution$14 $21 (32)%
CDS clearingCDS clearing55 72 (25)
Fixed income data and analyticsFixed income data and analytics264 245 
Fixed income and creditFixed income and credit333 338 (2)
Other data and network servicesOther data and network services135 126 
RevenuesRevenues2,061 1,988 700 667 Revenues468 464 
Other operating expensesOther operating expenses837 825 285 277 Other operating expenses249 243 
Depreciation and amortizationDepreciation and amortization277 296 (6)93 98 (4)Depreciation and amortization86 87 (1)
Operating expensesOperating expenses1,114 1,121 (1)378 375 Operating expenses335 330 
Operating incomeOperating income$947 $867 %$322 $292 10 %Operating income$133 $134 — %
Our Fixed Income and Data and ListingsServices segment represents largelyfixed income and credit trading and clearing as well as 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 companiesour fixed income data and ETFs,analytics offerings as well as other multi-asset class data and related corporate actions for listed companies.network services.
For both the nine and three months ended September 30,March 31, 2021 and 2020, 14% and the nine and three months ended September 30, 2019, 7%13% of our Fixed Income and Data and ListingsServices segment revenues were billed in pounds sterling or euros (all relating to our data services revenues).euros. As the pound sterling or euro exchange rate changes, the U.S. equivalent of revenues denominated in foreign currencies changes accordingly. Foreign currency fluctuations resulted in minimal foreign exchange impact during the nine months ended September 30, 2020 on our Data and Listings segment revenues. Due to the weakeningfluctuations of the U.S. dollar compared to the pound sterling and euro compared to the U.S. dollar during the three months ended March 31, 2021, our Fixed Income and Data Services revenues were higher by $5 million for the three months ended September 30, 2020 as compared toMarch 31, 2021, from the samecomparable period in 2019, foreign currency fluctuations resulted in an increase of $2 million to our2020.
Fixed Income and Data and Listings segment revenues.Services Revenues
Our data servicesFixed Income and Data Services revenues are primarily subscription-based and increased 5% and 6%1% for the nine and three months ended September 30, 2020March 31, 2021 from the comparable periodsperiod in 2019, respectively. The increase in revenues was2020 primarily due to the strong retention rate of existing customers, the addition of new customers, increased purchases by existing customersgrowth in our fixed income data and increases in pricing ofanalytics products and our products.other data and network services.
PricingFixed Income Execution: Fixed income execution includes revenues from ICE Bonds. Execution fees are reported net of rebates, which were nominal for both the three months ended March 31, 2021 and 2020. Our fixed income execution revenues decreased 32% for the three months ended March 31, 2021 from the comparable period in 2020 as the first quarter of 2020 had benefited from the price volatility related to COVID-19, as well as due to decreased retail activity in the first quarter of 2021 as a result of low interest rates, particularly municipal and corporate bond activity.
CDS Clearing: CDS clearing revenues decreased 25% for the three months ended March 31, 2021 from the comparable period in 2020. The notional value of CDS cleared was $5.0 trillion and $7.1 trillion for the three months ended March 31, 2021 and 2020, respectively. While volatility and demand for credit protection related to the emergence of COVID-19 benefited first quarter 2020 revenues, ICE Clear Credit set new records for client-cleared notional amount in USD Corporate Single Names, EUR Corporate Single Names and the Emerging Markets CDX index in the first quarter of 2021.
Fixed Income Data and Analytics: Our pricingfixed income data and analytics revenues increased 4% and 5%8% for the nine and three months ended September 30, 2020, respectively,March 31, 2021 from the comparable periodsperiod in 2019.2020. The increase in revenue was due to strength in our index businessesbusiness and continued growth in our pricing and reference data business driven by the strong retention rate of existing customers, the addition of new customers and increased purchases by existing customers and increases in pricing of our products.customers.
ExchangeOther Data and Feeds:Network Services: Our exchangeother data and feedsnetwork services revenues increased 4% and 9%8% for the nine and three months ended September 30, 2020 from the comparable periods in 2019, respectively. The increase in revenue was largely due to growth in NYSE exchange data during the three months ended September 30, 2020, as well as continued growth in our futures exchange data and our consolidated feed offering, which was driven by the strong retention rate of existing customers, the addition of new customers and increases in pricing of our products.
Desktops and Connectivity: Our desktop and connectivity revenues increased 5% and 4% for the nine and three months ended September 30, 2020, respectively,March 31, 2021 from the comparable periodsperiod in 2019.2020. The increase in revenuerevenues was driven primarily by growth in our connectivity services including the ICE Global Network offering, coupled with strength in our consolidated feeds and stronger desktop revenues.
Annual Subscription Value, or ASV, represents, at a point in time, the data services revenues, which includes fixed income data and analytics as well as other data and network services, 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,However, while it is
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an indicative forward-looking metric, it does not provide a precise growth forecast of the next 12 months of data services revenues.
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As of September 30, 2020,March 31, 2021, ASV was $2.098$1.580 billion, which increased 5.8%6.9% compared to the ASV as of September 30, 2019.March 31, 2020. ASV represents nearly 100% of total data services revenues for this segment. This does not adjust for year-over-year foreign exchange fluctuations or impacts of acquisitions.
Listings Revenues
Listings revenues in our securities markets arise from fees applicable to companies listed on our cash equities 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 the period these services are provided, with the remaining revenue recognized ratably over time as customers continue to list on our 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.
Our listings revenues decreased 1% and 2% for the nine and three months ended September 30, 2020, respectively, compared to the comparable periods in 2019.fluctuations.
Operating Expenses, Operating Income and Operating Margin
The following chart summarizes our Fixed Income and Data and ListingsServices segment's operating expenses, operating income and operating margin (dollars in millions). See “- Consolidated Operating Expenses” below for a discussion of the significant changes in our operating expenses.
Data and Listings Segment:Nine Months Ended September 30,Three Months Ended September 30,
Fixed Income and Data Services Segment:Fixed Income and Data Services Segment:Three Months Ended March 31,
20202019Change20202019Change20212020Change
Operating expensesOperating expenses$1,114 $1,121 (1)%$378 $375 %Operating expenses$335 $330 %
Adjusted operating expenses(1)
Adjusted operating expenses(1)
$970 $957 %$329 $320 %
Adjusted operating expenses(1)
$290 $282 %
Operating incomeOperating income$947 $867 %$322 $292 10 %Operating income$133 $134 — %
Adjusted operating income(1)
Adjusted operating income(1)
$1,091 $1,031 %$371 $347 %
Adjusted operating income(1)
$178 $182 (1)%
Operating marginOperating margin46  %44  %2 pts46  %44  %2 ptsOperating margin28  %29  %(1 pt)
Adjusted operating margin(1)
Adjusted operating margin(1)
53  %52  %1 pt53  %52  %1 pt
Adjusted operating margin(1)
38  %39  %(1 pt)


















(1) The adjusted figures exclude items that are not reflective of our ongoing core operations and business performance. These adjusted numbers are not calculated in accordance with U.S. GAAP. See “- Non-GAAP Financial Measures” below.

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43



Mortgage Technology Segment
The following charts and table present our selected statements of income data for our Mortgage Technology segment (dollars in millions):

ice-20210331_g27.jpg
ice-20210331_g28.jpgice-20210331_g29.jpgice-20210331_g30.jpgice-20210331_g31.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.
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Three Months Ended March 31, 2021
20212020Change
Revenues:
Origination technology254 — n/a
Closing solutions70 44 61%
Data and analytics18 — n/a
Other13 614
Revenues355 46 680
Other operating expenses130 19 590
Acquisition-related transaction and integration costs13 — n/a
Depreciation and amortization106 1,662
Operating expenses249 25 899
Operating income$106 $21 414%
Mortgage Technology Revenues
Our mortgage technology revenues are derived from our comprehensive, end-to-end U.S. residential mortgage platform. Our mortgage technology business is intended to enable greater workflow efficiency for customers focused on originating U.S. residential mortgage loans. Mortgage technology revenues increased $309 million or 680% for the three months ended March 31, 2021 from the comparable period in 2020. In September 2020, we acquired Ellie Mae and, as a result, first quarter 2020 results do not include a contribution from this acquisition.
Beginning in the first quarter of 2021, origination technology revenues include those related to our ICE Mortgage Technology network (previously reported in closing solutions revenues) and closing solutions revenues now include registration revenues related to MERS, (previously reported in other revenues) with prior periods restated to reflect these changes.
Origination technology: Our origination technology acts as a system of record for the mortgage origination, automating the gathering, reviewing, and verifying of mortgage-related information and enabling automated enforcement of rules and business practices designed to help ensure that each completed loan transaction is of high quality and adheres to secondary market standards. These revenues are based on recurring Software as a Service, or SaaS, subscription fees, with an additive Success-Based Pricing fee as lenders exceed the number of loans closed that are included with their monthly base subscription.
In addition, the ICE Mortgage Technology network provides originators connectivity to the mortgage supply chain and facilitates the secure exchange of information between our customers and a broad ecosystem of third-party service providers, as well as lenders and investors that are critical to consummating the millions of loan transactions that occur on our origination network each year. Revenue from the ICE Mortgage Technology network is largely transaction-based.
Closing solutions: Our closing solutions uniquely connect key participants, such as lenders, title and settlement agents and individual county recorders, to digitize the traditionally manual and paper-based closing and recording process. Our closing solutions also include revenues from the MERS database, a leading system of record for recording and tracking changes in mortgage servicing rights and beneficial ownership interests in loans secured by U.S. residential real estate. Revenues from closing solutions are largely transaction-based.
Data and Analytics: Revenues include those related to ICE Mortgage Technology’s Automation, Intelligence, Quality,
or AIQ offering, which applies machine learning and artificial intelligence, or AI, to the entire loan origination process, offering customers greater efficiency by streamlining data collection and validation through our automated document recognition and data extraction capabilities. AIQ revenues can be both recurring and transaction-based in nature. In addition, our data offerings include real-time industry and peer benchmarking tools, which provide originators a granular view into the real-time trends of nearly half the U.S. residential mortgage market. We also provide a Data as a Service, or DaaS, offering through private data clouds for lenders to access their own data and origination information. Revenues related to our data products are largely subscription-based and recurring in nature.
Other: Other revenues include professional services fees, as well as revenues from ancillary products. Other revenues are transaction-based.
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The following chart summarizes our Mortgage Technology segment's operating expenses, operating income and operating margin (dollars in millions). See “- Consolidated Operating Expenses” below for a discussion of the significant changes in our operating expenses.
Mortgage Technology Segment:Three Months Ended March 31, 2021
20212020Change
Operating expenses$249 $25 n/a
Adjusted operating expenses(1)
$141 $20 n/a
Operating income$106 $21 n/a
Adjusted operating income(1)
$214 $26 n/a
Operating margin30  %45  %(15 pts)
Adjusted operating margin(1)
60  %55  %5 pts











































(1) The adjusted figures exclude items that are not reflective of our ongoing core operations and business performance. These adjusted numbers are not calculated in accordance with GAAP. See “- Non-GAAP Financial Measures”
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Consolidated Operating Expenses
The following presents our consolidated operating expenses (dollars in millions and YTD represents the nine-month periods ended September 30th)millions):
ice-20200930_g27.jpgice-20210331_g32.jpg
Nine Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31,
20202019Change20202019Change20212020Change
Compensation and benefitsCompensation and benefits$849 $768 11 %$298 $261 14 %Compensation and benefits$354 $278 27 %
Professional servicesProfessional services100 97 37 35 Professional services44 29 49 
Acquisition-related transaction and integration costsAcquisition-related transaction and integration costs90 n/a76 — n/aAcquisition-related transaction and integration costs18 12 51 
Technology and communicationTechnology and communication388 346 12 131 126 Technology and communication162 131 24 
Rent and occupancyRent and occupancy59 52 15 19 17 13 Rent and occupancy21 21 
Selling, general and administrativeSelling, general and administrative132 116 14 43 33 29 Selling, general and administrative51 49 
Depreciation and amortizationDepreciation and amortization494 473 180 158 14 Depreciation and amortization255 157 63 
Total operating expensesTotal operating expenses$2,112 $1,853 14 %$784 $630 25 %Total operating expenses$905 $677 34 %
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 the 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.
For the nine months ended September 30, 2020 and 2019, 11% and 12%, respectively, of our operating expenses were billed in pounds sterling or euros and for the three months ended September 30, 2020 and 2019, 10% and 12%,
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For the three months ended March 31, 2021 and 2020, 10% and 12%, respectively, of our operating expenses were billed in pounds sterling or euros. Due to fluctuations in the U.S. dollar compared to the pound sterling and euro, our consolidated operating expenses increased $4$7 million during the three months ended September 30, 2020March 31, 2021 from the comparable period in 2019, and there was a minimal effect on the nine months ended September 30, 2020 from the comparable period in 2019.2020. See Item 3 “— 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 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 our 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).
Nine Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31,
20202019Change20202019Change20212020Change
Employee headcountEmployee headcount8,445 5,435 55 %Employee headcount8,964 6,293 42 %
Stock-based compensation expensesStock-based compensation expenses$95 $100 (6)%$34 $36 (7)%Stock-based compensation expenses$35 $30 18 %
Employee headcount increased for the ninethree months ended September 30, 2020March 31, 2021 from the comparable period in 20192020 primarily due to new employees atour acquisition of Ellie Mae, Bridge2 Solutions and in our ICE India office, who had previously been our contractors.Mae. Total compensation and benefits expenses increased for the nine and three months ended September 30, 2020March 31, 2021 from the comparable periodsperiod in 20192020 primarily due to $50$67 million and $24 million, respectively, in additional costs related to the acquisitions of Ellie Mae Simplifile and Bridge2 Solutions and the establishment of ICE India, as well as increases of $20$11 million and $9 million, respectively, of expensesin additional costs related to other increases in employee headcount, 2021 merit pay and 2020 merit pay.increases to our employee cash bonuses, partially offset by a $5 million decrease in employee severance expenses. The stock-based compensation expenses in the table above relate to employee stock option and restricted stock awards.
Professional Services Expenses
Professional 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 the use of these services in our business.
Professional services expenses increased for the nine and three months ended September 30, 2020March 31, 2021 from the comparable periodsperiod in 20192020 due to $8 million in costs related to our acquisition of Ellie Mae, $4 million in higher technology consulting services fees primarily related to Bakkt and $3 million in increased costs associated with regulatory and litigation matters and our acquisition of Ellie Mae.matters.
Acquisition-Related Transaction and Integration Costs
We incurred $90$18 million in acquisition-related transaction and $76integration costs for the three months ended March 31, 2021, primarily related to our integration of Ellie Mae and the expected Bakkt transaction. We incurred $12 million in acquisition-related transaction costs for the nine and three months ended September 30,March 31, 2020, respectively, primarily related to our September 2020 acquisition of Ellie Mae and our February 2020 Bakkt acquisition of Bridge2 Solutions. The Bridge2 Solutions acquisition costs include expenses$10 million of $10 millionexpenses resulting from a Bakkt incentive award market condition estimation adjustment that was directly related to the March 2020 capital call to fund the acquisition of Bridge2 Solutions. For the nine months ended September 30, 2019, we incurred $1 million in acquisition-related transaction and integration costs and for the three months ended September 30, 2019, such costs were nominal.
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.
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 forof network connections for our electronic platforms and telecommunications costs.
Technology and communications expense also includes fees paid for access to external market data, licensing and other fee agreement expenses. Technology and communications expenses 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. Technology and communications expenses increased for the three months
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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 $14 million for the nine months ended September 30, 2020 as compared toMarch 31, 2021 from the comparable period in 2019. Technology and communications expenses also increased by $152020 primarily due to $29 million for the nine months ended September 30, 2020in additional costs related to increasedour September 2020 third-party revenue share fees. In addition, for the nine and three months ended September 30, 2020 total technology and communications expenses increased $15 million and $9 million, respectively, due to our acquisitionsacquisition of Ellie Mae and Bridge2 Solutions in 2020 and Simplifile in 2019, partially offset by lower data services costs.Mae.
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, Pleasanton, London and Hyderabad with smaller offices located throughout the world.
Rent and occupancy expenses increasedwere flat for the nine and three months ended September 30, 2020March 31, 2021 from the comparable periodsperiod in 2019 primarily2020. Rent and occupancy expenses for the three months ended March 31, 2021 included $3 million in additional costs related to our September 2020 acquisition of Ellie Mae, offset by a decrease due to the early termination expense of our NYSE Chicago office lease andduring the acquisition of Ellie Mae.three months ended March 31, 2020.
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 increased for the ninethree months ended September 30, 2020March 31, 2021 from the comparable period in 20192020 primarily due to $7 million in increased marketing expenses related to the launch of Bakkt's digital wallet, Bakkt App, as well as $4 million in increased costs related to our acquisition of Ellie Mae, partially offset by a $10 million charitable contribution in support of COVID-19 relief efforts $8 million in accruals for investigations and inquiries and due to our acquisition of Ellie Mae, partially offset by lower travel expenses. Selling, general and administrative expenses increased forduring the three months ended September 30, 2020 from the comparable period in 2019 primarily due to an increase in accruals for investigations and inquiries, marketing costs and other taxes and fees, as well as due to our acquisition of Ellie Mae.March 31, 2020.
Depreciation and Amortization Expenses
Depreciation and amortization expense results from depreciation of long-lived assets such as buildings, leasehold improvements, 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 $236$159 million and $235 million for the nine months ended September 30, 2020 and 2019, respectively, and $95 million and $79$70 million for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively. Amortization expense increased for the nine and three months ended September 30, 2020March 31, 2021 from the comparable periodsperiod in 20192020 primarily due to $23$90 million in increased amortization expenses recorded on the Ellie Mae intangible assets followingrelated to our acquisition, partially offset by certain Interactive Data intangible assets that became fully amortized in the fourth quarter of 2019.September 2020 acquisition.
We recorded depreciation expenses on our fixed assets of $258$96 million and $238 million for the nine months ended September 30, 2020 and 2019, respectively, and $85 million and $79$87 million for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively. Depreciation expense increased for the nine and three months ended September 30, 2020March 31, 2021 from the comparable periodsperiod in 20192020 primarily due to depreciation resulting from increased software development and networking equipment and due$7 million in additional costs related to our September 2020 acquisition of Ellie Mae.
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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):
Nine Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31,
20202019Change20202019Change20212020Change
Other income (expense):Other income (expense):Other income (expense):
Interest incomeInterest income$$27 (66)%$$(88)%Interest income$— $(96)%
Interest expenseInterest expense(245)(214)15 (89)(72)24 Interest expense(107)(72)49 
Other income (expense), netOther income (expense), net75 30 155 44 (2)n/aOther income (expense), net48 20 144 
Total other income (expense), netTotal other income (expense), net$(161)$(157)2%$(44)$(66)(34)%Total other income (expense), net$(59)$(46)28%
Net income attributable to non-controlling interestNet income attributable to non-controlling interest$(17)$(22)(19)%$(4)$(8)(39)%Net income attributable to non-controlling interest$(4)$(8)(51)%
Interest Income
Interest income decreased for the nine and three months ended September 30, 2020March 31, 2021 from the comparable periodsperiod in 20192020 primarily due to a decrease in short-term interest rates on various investments.
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Interest Expense
Interest expense increased for the nine and three months ended September 30, 2020March 31, 2021 from the comparable periodsperiod in 20192020 primarily due to the issuance of senior notes in May 2020 to refinance existing debt and the issuance of new senior notes in May 2020 and August 2020 related to the Ellie Mae acquisition, including $5 million in pre-acquisition interest expense. In addition, interest expense increased for the nine months ended September 30, 2020 from the comparable period in 2019 due to a $14 million extinguishment payment we incurred related to the June 2020 early redemption of senior notes with an original maturity of December 1, 2020.acquisition. See “- Debt” below.
Other income (expense), net
We own a 40% interest in the OCC which we treat as an equity method investment. OCC is regulated by the SEC and the CFTC. We recognized $84$25 million and $51 million during the nine months ended September 30, 2020 and 2019, respectively, and $49 million and $15$17 million during the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively, of equity earnings as our share of the OCC's estimated profits, which is included in other income. Included within the amountsamount recognized in 2021 is a $16 million earnings adjustment to reflect higher than reported 2020 net income than originally estimated by OCC. Similarly, included within the amount recognized in 2020 is a $7 million earnings adjustment to reflect higher than reported 2019 net income than originally estimated.
In connection with our equity investment in Euroclear, we recognized dividend income of $30 million during the nine and three months ended September 30, 2020,March 31, 2021, which is a $36 million cumulative adjustment to increase our equity earnings for our share of the OCC's estimated profits due to an increase in the OCC’s 2020 transaction revenues. During the nine months ended September 30, 2019, equity earnings in the OCC included a $19 million earnings adjustment in other income to reflect the disapproved OCC capital plan that had originally been established in 2015. Refer to Note 4 to our consolidated financial statements included in our 2019 Form 10-K for additional details on our OCC investment.income.
We incurred foreign currency transaction lossesgains/(losses) of $2 million($6 million) and $1 million for the nine months ended September 30, 2020 and 2019, respectively, and $3 million and $1$4 million for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively. This wasrespectively, 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 (expense), net, when the settlement of foreign currency assets, liabilities and payables occur in non-functional currencies and there is an increase or decrease in the period-end foreign currency exchange rates between periods. See Item 3 “- Quantitative and Qualitative Disclosures About Market Risk - Foreign Currency Exchange Rate Risk” included elsewhere in this Quarterly Report for more information on these items.
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 with a phased implementation through 2019. Funding of the implementation and operation of the CAT was ultimately expected to be provided by both the execution venues, including us, and industry members. To date, however, funding has been provided solely by the execution venues in exchange for promissory notes expected to be repaid if industry member fees are: (i) approved by the SEC and (ii) collected to fund the CAT. 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 and the most recent CAT financial statements, we believe the risk that execution venues are not reimbursed has increased, resulting in a $2 million CAT promissory note impairment during the nine months ended September 30, 2020 in addition to a $16 million impairment recorded during the nine and three months ended September 30, 2019. These impairment charges are both related to the work performed by the original plan processor.
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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 interests. As of September 30, 2020,March 31, 2021, our non-controlling interests included those related to the non-ICE limited partners' 26.7% ownership interest in our CDS clearing subsidiaries, non-controlling interests in ICE Futures Abu Dhabi and redeemable non-controlling interests of the non-ICE partners in Bakkt. During the nine months ended September 30, 2020, we received a contribution from a group of minority investors for a non-controlling interest in ICE Futures Abu Dhabi.
In December 2018, Bakkt was capitalized with $183 million in initial funding with ICE as the majority owner, along with a group of other minority investors, and in March 2020, an additional $300 million in funding occurred with ICE maintaining its majority ownership. We hold a call option over these interests subject to certain terms. 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 and are subject to remeasurement when repurchase is probable.
Consolidated Income Tax Provision
Consolidated income tax expense was $512$183 million and $387 million for the nine months ended September 30, 2020 and 2019, respectively, and $189 million and $103$178 million for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively. The change in consolidated income tax expense between periods is primarily due to the tax impact of changes in our pre-tax income and the changes in our effective tax rate each period. Our effective tax rate was 24%22% and 20% for the nine months ended September 30, 2020 and 2019, respectively, and 32% and 16%21% for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively. The effective tax ratesrate for the nine and three months ended September 30, 2020 areMarch 31, 2021 was higher than the effective tax ratesrate for the comparable periodsperiod in 20192020 primarily due to U.K. tax law changes enacted in July 2020, partially offset by favorable state apportionment changes as a result of our acquisition of Ellie Mae, as well as favorable changes in certain international tax provisions as part of the TCJA during the three months ended September 30, 2019.
In 2015 and 2016, the U.K. enacted corporate income tax rate reductions from 19% to 17% to be effective prospectively on April 1, 2020 and we recorded associated deferred tax benefits in those years. In July 2020, the U.K. enacted a reinstatement of the U.K. corporate income tax rate backincrease from 17% to 19%, effective from April 1, 2020. As a result, we revalued our2020, and less excess tax benefits from stock compensation.
The U.K. government, in its recent Finance Bill of 2021, proposed increasing the U.K. corporate income tax rate from 19% to 25%, beginning April 1, 2023. We expect this tax law change to be enacted later in 2021 and will account for the deferred tax assets and liabilities back toeffects in the rate of 19%, and recorded an additional $65 million deferredquarter that the tax expense during the three months ended September 30, 2020. We also reflected the rate change in our estimated annual effective tax rate during the three months ended September 30, 2020.law is officially enacted.
On March 27, 2020,11, 2021, the CARESAmerican Rescue Plan Act, or ARPA, was signed into law. The ARPA enacted and certain provisions that are relevant to corporate income tax related relief was provided under the CARES Act. There is notax. These provisions did not have a material impact of the CARES Act on our income tax provision for the nine and three months ended September 30, 2020.March 31, 2021.
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Quarterly Results of Operations
The following quarterly unaudited condensed consolidated statements of income data has been prepared on substantially the same basis as our audited consolidated financial statements and includes 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. The following table sets forth quarterly consolidated statements of income data (in millions):
Three Months Ended
March 31, 2021December 31,
2020
September 30, 2020June 30, 2020March 31, 2020
Revenues:
Energy futures and options$310 $262 $229 $276 $353 
Agricultural and metals futures and options59 48 54 59 84 
Financial futures and options105 82 76 76 123 
Cash equities and equity options734 651 593 672 669 
OTC and other77 77 73 75 71 
Data and connectivity services207 201 201 195 193 
Listings114 112 111 111 112 
Total exchanges revenues1,606 1,433 1,337 1,464 1,605 
Fixed income execution1414152021
CDS Clearing5542474772
Fixed income data and analytics264 262 259 252 245 
Other data and network services135 132 129 127 126 
Total fixed income and data services revenues468 450 450 446 464 
Origination technology25424967
Closing solutions7073675444
Data and analytics18175
Other1311422
Total mortgage technology revenues355 350 143 56 46 
Total revenues2,429 2,233 1,930 1,966 2,115 
Transaction-based expenses632 562 519 571 556 
Total revenues, less transaction-based expenses1,797 1,671 1,411 1,395 1,559 
Compensation and benefits354 339 298 273 278 
Professional services44 44 37 34 29 
Acquisition-related transaction and integration costs18 15 76 12 
Technology and communication162 161 131 126 131 
Rent and occupancy21 22 19 19 21 
Selling, general and administrative51 53 43 40 49 
Depreciation and amortization255 257 180 157 157 
Total operating expenses905 891 784 651 677 
Operating income892 780 627 744 882 
Other income (expense), net(59)(106)(44)(71)(46)
Income tax expense183 146 189 145 178 
Net income$650 $528 $394 $528 $658 
Net income attributable to non-controlling interest(4)(2)(4)(5)(8)
Net income attributable to Intercontinental Exchange, Inc.$646 $526 $390 $523 $650 
Three Months Ended,
September 30, 2020June 30, 2020March 31, 2020December 31, 2019September 30, 2019
Revenues:
Energy futures and options contracts$229 $276 $353 $243 $265 
Agricultural and metals futures and options contracts54 59 84 57 60 
Financial futures and options contracts76 76 123 80 91 
Cash equities and equity options593 672 669 442 401 
Fixed income and credit191 111 122 96 101 
OTC and other transactions12 13 13 11 11 
Total transaction and clearing, net1,155 1,207 1,364 929 929 
Pricing and analytics287 282 276 274 273 
Exchange data and feeds189 183 180 176 172 
Desktops and connectivity113 109 108 109 108 
Total data services589 574 564 559 553 
Listings111 111 112 113 114 
Other revenues75 74 75 66 67 
Total revenues1,930 1,966 2,115 1,667 1,663 
Transaction-based expenses519 571 556 369 327 
Total revenues, less transaction-based expenses1,411 1,395 1,559 1,298 1,336 
Compensation and benefits298 273 278 274 261 
Professional services37 34 29 28 35 
Acquisition-related transaction and integration costs76 12 — 
Technology and communication131 126 131 123 126 
Rent and occupancy19 19 21 16 17 
Selling, general and administrative43 40 49 45 33 
Depreciation and amortization180 157 157 189 158 
Total operating expenses784 651 677 676 630 
Operating income627 744 882 622 706 
Other income (expense), net(44)(71)(46)(35)(66)
Income tax expense189 145 178 134 103 
Net income$394 $528 $658 $453 $537 
Net income attributable to non-controlling interest(4)(5)(8)(5)(8)
Net income attributable to Intercontinental Exchange, Inc.$390 $523 $650 $448 $529 

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Liquidity and Capital Resources
Below are charts that reflect our outstanding debt and capital allocation. The acquisition and integration costs in the chart below include 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 acquisition-related transaction and integration costs, in each period (YTD represents the nine-month periods ended September 30th).period.
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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,
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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
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may also need to incur additional debt or issue additional equity securities in the future. See “- Future Capital Requirements” below.
For a discussion of the COVID-19 pandemic and how the pandemic may impact our business, results of operations or financial condition in the future, including our liquidity and capital resources, see “– Recent Developments", above and “– Risk Factors" in Part 2, Item 1(A) below.
See “– Recent Developments” aboveCash Flow” below for a discussion of the acquisitions that we made during the nine months ended September 30, 2020. These acquisitions were funded from borrowings under our Commercial Paper Programcapital expenditures and new term loan, the net proceeds from the issuance of the August 2020 Notes and cash flows from 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 had net issuances of $1.1 billion under our Commercial Paper Program during the nine months ended September 30, 2020.
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, or the Credit Facility, for an aggregate amount which meets or exceeds the amount issued under our Commercial Paper 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.capitalized software development costs.
Consolidated cash and cash equivalents were $610$562 million and $841$583 million as of September 30, 2020March 31, 2021 and December 31, 2019,2020, respectively. We had $1.4$1.5 billion and $1.3$1.4 billion in short-term and long-term restricted cash and cash equivalents as of September 30, 2020March 31, 2021 and December 31, 2019,2020, respectively.
As of September 30, 2020,March 31, 2021, the amount of unrestricted cash held by our non-U.S. subsidiaries was $270$294 million. Due to U.S. tax reform, the majority of our foreign earnings since January 1, 2018 have been subject to immediate U.S. income taxation, and the existing non-U.S. unrestricted cash balance 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. As of September 30, 2020,March 31, 2021, we held $29$24 million of unrestricted cash that was set aside for legal, regulatory, and surveillance operations at NYSE.
Cash Flow
The following table presents the major components of net changes in cash, cash equivalents, and restricted cash and cash equivalents (in millions):
Three Months Ended March 31,
20212020
Net cash provided by (used in):
Operating activities$734 $520 
Investing activities(116)(302)
Financing activities(583)(411)
Effect of exchange rate changes(1)(9)
Net increase/(decrease) in cash, cash equivalents and restricted cash and cash equivalents$34 $(202)
Operating Activities
Net cash provided by operating activities primarily consists of net income adjusted for certain items, including depreciation and amortization, deferred taxes, stock based compensation and the effects of changes in working capital.
The $214 million increase in net cash provided by operating activities during the three months ended March 31, 2021 from the comparable period in 2020 was driven by the timing of accounts receivable collections of $297 million, primarily due to the extraordinary trading activity in 2020 with collections in subsequent months. This increase was partially offset by a decrease in Section 31 fee collections of $111 million, primarily due to lower rates, as well as a $8 million decrease in net income. The remaining change is due to fluctuations in our working capital and the timing of various payments such as transaction-related expenses.
Investing Activities
Consolidated net cash used in investing activities for the three months ended March 31, 2021 relates to $40 million of capital expenditures and $76 million of capitalized software development costs.

Consolidated net cash used in investing activities for the three months ended March 31, 2020 primarily relates to $249 million cash paid for acquisitions, net of cash acquired, $15 million of capital expenditures and $44 million of capitalized software development expenditures.
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. The software development expenditures primarily relate to the development and expansion of our electronic trading platforms, data services, mortgage services and clearing houses.
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Financing Activities
Consolidated net cash used in financing activities for the three months ended March 31, 2021 primarily relates to $343 million in net repayments under our Commercial Paper Program, $187 million in dividend payments to stockholders and $65 million in cash payments related to treasury shares received for restricted stock tax payments and stock option exercises.
Consolidated net cash used in financing activities for the three months ended March 31, 2020 primarily relates to $699 million in repurchases of common stock, $503 million in net borrowings under our Commercial Paper Program, $166 million in dividend payments to our stockholders and $69 million in cash payments related to treasury shares received for restricted stock tax payments and stock options exercises.
Debt
As of March 31, 2021, we had $16.2 billion in outstanding debt, consisting of $12.9 billion of fixed rate senior notes, $1.2 billion of floating rate senior notes, $2.1 billion under the Commercial Paper Program and $6 million under credit lines at our India subsidiaries. Our current fixed rate senior notes of $12.9 billion have a weighted average maturity of 16 years and a weighted average cost of 3.0% per annum. The commercial paper notes had original maturities ranging from one to 176 days as of March 31, 2021, with a weighted average interest rate of 0.33% per annum, and a weighted average remaining maturity of 41 days. As of December 31, 2020, we had $16.5 billion in outstanding debt, consisting of $12.9 billion of fixed rate senior notes, $1.2 billion of floating rate senior notes, $2.4 billion under the Commercial Paper Program and $6 million under credit lines at our India subsidiaries. The commercial paper notes had original maturities ranging from four to 266 days as of December 31, 2020, with a weighted average interest rate of 0.40% per annum, and a weighted average remaining maturity of 82 days.
We have a $3.8 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 other lenders party thereto. As of March 31, 2021, of the $3.8 billion that is currently available for borrowing under the Credit Facility, $2.1 billion is required to back-stop the amount outstanding under our Commercial Paper Program and $172 million is required to support certain broker-dealer and other subsidiary commitments. The amount required to back-stop the amounts outstanding under the Commercial Paper Program will fluctuate as we increase or decrease our commercial paper borrowings. The remaining $1.5 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.
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 had net repayments of $343 million under our Commercial Paper Program during the three months ended March 31, 2021.
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 the Credit Facility for an aggregate amount which meets or exceeds the amount issued under our Commercial Paper 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 additional details of our debt instruments, refer to Note 9 to our consolidated unaudited financial statements, included in this Quarterly Report, and Note 10 to our consolidated financial statements included in our 2020 Form 10-K.
Capital Return
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 January 1, 2020. The $2.4 billion replaced the previous amount approved by the Board.
For the ninethree months ended September 30,March 31, 2021, we did not repurchase any of our outstanding common stock. For the three months ended March 31, 2020, we repurchased 13.67.6 million shares of our outstanding common stock at a cost of $1.2 billion,$699 million, including 10.44.4 million shares at a cost of $948$400 million under our Rule 10b5-1 trading plan and 3.2 million shares at a cost of $299 million on the open market during an open trading period. For the nine months ended September 30, 2019, we repurchased 13.8 million shares of our outstanding common stock at a cost of $1.1 billion, including 12.5 million shares at a cost of $1.0 billion under our Rule 10b5-1 trading plan and 1.3 million shares at a cost of $100 million on the open market. The sharesShares repurchased are held in treasury stock.
As of September 30, 2020, up to $1.2 billion capacity remains from the Board authorization for repurchases of our common stock. We fund repurchases from our operating cash flow or borrowings under our Commercial Paper Program or our debt facilities. 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.
We may discontinue stock repurchases at any time and may amend or terminate a Rule 10b5-1 trading plan at any time. Prior to early August 2020, we had a Rule 10b5-1 trading plan that governed some of the repurchases of our shares of common stock, but in connection with the Ellie Mae acquisition, we discontinued stock repurchases and terminated our Rule 10b5-1 trading plan.plan in August 2020 in connection with the Ellie Mae acquisition. The remaining balance of Board approved funds for future repurchase as of March 31, 2021 is $1.2
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billion. The approval of our Board for the share repurchases does not obligate us to acquire any
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particular amount of our common stock. In addition, our Board may increase or decrease the amount of capacity we haveavailable for repurchases from time to time.
From time to time, we enter into Rule 10b5-1 trading plans, as authorized by our Board, 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 performance, the remaining amount authorized for repurchases by our Board, 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.
Cash Flow
The following table presentsDuring the major componentsfirst quarter of net changes in cash, cash equivalents, and restricted cash and cash equivalents (in millions):
Nine Months Ended September 30,
20202019
Net cash provided by (used in):
Operating activities$1,815 $1,882 
Investing activities(9,702)(512)
Financing activities7,709 (1,251)
Effect of exchange rate changes(2)
Net (decrease)/ increase in cash, cash equivalents and restricted cash and cash equivalents$(177)$117 
Operating Activities
Net cash provided by operating activities primarily consists2021, we paid a quarterly dividend of net income adjusted$0.33 per share of our common stock for certain non-cash items, including depreciation and amortization, deferred taxes, stock based compensation and the effectsan aggregate payout of changes in working capital.
The $67 million decrease in net cash provided by operating activities during the nine months ended September 30, 2020 as compared to the prior period in 2019 was driven by slower accounts receivable collections of $131 million, primarily due to our decision to allow NYSE listed companies to delay payment of their annual invoices until later in the year and higher income taxes paid due to the U.K. government accelerating its required income tax installment payments in 2020 of $123 million, partially offset by a $73 million increase in net income and the non-cash impact of deferred taxes of $119$187 million, which includes the impactpayment of the U.K. tax rate increasedividend equivalents on our deferred tax assets and liabilities. The remaining change is due to fluctuations in our working capital and the timing of various payments such as transaction-related expenses.
Investing Activities
Consolidated net cash used in investing activities for the nine months ended September 30, 2020 relates to $9.4 billion in cash paid for acquisitions (primarily Ellie Mae), net of cash acquired, $114 million of capital expenditures and $154 million of capitalized software development expenditures.

Consolidated net cash used in investing activities for the nine months ended September 30, 2019 primarily relates to $352 million cash paid for acquisitions (primarily Simplifile), $87 million of capital expenditures, $116 million of capitalized software development expenditures and a $44 million return of capital related to our equity method investment in the OCC and proceeds from investments related to MERS. Refer to Note 4 to our consolidated financial statements included in this Quarterly Report for additional details on our OCC investment.
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. 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 provided by financing activities for the nine months ended September 30, 2020 primarily relates to $9.6 billion in net proceeds from the issuances of the May 2020 Notes and the August 2020 Notes and borrowings under the new term loan facility maturing on February 21, 2022 and $1.1 billion in net issuances under our Commercial Paper
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Program, partially offset by $1.3 billion in repayments of our December 2020 Senior Notes, $1.2 billion in repurchases of common stock, $500 million in dividend payments to stockholders and $72 million in cash payments related to treasury shares received forunvested employee restricted stock tax payments and stock option exercises.
Consolidated net cash used in financing activities for the nine months ended September 30, 2019 primarily relates to $1.1 billion in repurchases of common stock, $367 million in net issuances under our Commercial Paper Program, $467 million in dividend payments to our stockholders and $64 million in cash payments related to treasury shares received for restricted stock tax payments and stock options exercises.
Debt
As of September 30, 2020, we had $17.3 billion in outstanding debt, consisting of $747 million under our term loan, $14.1 billion of senior notes, $2.5 billion under the Commercial Paper Program and $3 million under a line of credit at our ICE India subsidiary. The commercial paper notes had original maturities ranging from one to 358 days as of September 30, 2020, with a weighted average interest rate of 0.39% per annum, and a weighted average remaining maturity of 53 days. As of December 31, 2019, we had $7.8 billion in outstanding debt, consisting of $6.5 billion of senior notes, $1.3 billion under the Commercial Paper Program and $10 million under a line of credit at our ICE India subsidiary. The commercial paper notes had original maturities ranging from two to 87 days 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. Our current fixed rate debt of $12.9 billion has a weighted average maturity of 16 years and a weighted average cost of 3.0% per annum.
We currently have a $3.7 billion senior unsecured revolving 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. As of September 30, 2020, of the $3.7 billion that is currently available for borrowing under the Credit Facility, $2.5 billion is required to back-stop the amount outstanding under our Commercial Paper Program and $171 million is required to support certain broker-dealer and other subsidiary commitments. The amount required to back-stop the amounts outstanding under the Commercial Paper Program will fluctuate as we increase or decrease our commercial paper borrowings. The remaining $1.0 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.
On August 21, 2020, we entered into a $750 million 18-month senior unsecured delayed draw term loan facility with a maturity date of February 21, 2022. We borrowed in full under the facility on September 3, 2020. Interest on borrowings under the term loan facility initially bear interest on the principal amount outstanding at LIBOR plus an applicable margin, currently equal to 1.125%. The proceeds from borrowings under this term loan facility were used to fund a portion of the purchase price for the Ellie Mae acquisition.
On August 20, 2020, we issued $6.5 billion in aggregate principal amount of new senior notes, comprised of $1.25 billion in aggregate principal amount of floating rate senior notes due in 2023, $1.0 billion in aggregate principal amount of 0.70% senior notes due in 2023, $1.5 billion in aggregate principal amount of 1.85% senior notes due in 2032, $1.25 billion in aggregate principal amount of 2.65% senior notes due in 2040, and $1.5 billion in aggregate principal amount of 3.00% senior notes due in 2060. We used the net proceeds from the offering to fund a portion of the purchase price for the Ellie Mae acquisition.
On May 26, 2020, we issued $2.5 billion in aggregate principal amount of new senior notes, comprised of $1.25 billion in aggregate principal amount of 2.10% senior notes due in 2030 and $1.25 billion in aggregate principal amount of 3.00% senior notes due in 2050. We used the net proceeds from the offering for general corporate purposes, including to fund the redemption of our $1.25 billion aggregate principal amount of 2.75% senior notes due in December 2020 and to pay down a portion of our commercial paper outstanding.
For additional details of our debt instruments, refer to Note 8 to our consolidated unaudited financial statements, included in this Quarterly Report, and Note 10 to our consolidated financial statements included in our 2019 Form 10-K.units.
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 $410$400 million and
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$420 $430 million in 2020,2021, which we believe will support the enhancement of our technology, business integration and the continued growth of our businesses.
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, 2020. We expect this authorization to provide us with capacity for buybacks over six quarters and flexibility to act opportunistically. As of September 30, 2020,March 31, 2021, we had $1.2 billion authorized for future repurchases of our common stock. Refer to Note 1011 to our consolidated financial statements included in this Quarterly Report for additional details on our stock repurchase plan.program.
Our Board has adopted a quarterly dividend policy providing that dividends will be approved quarterly by the Board or the 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 the third quarter of 2020, we paid a quarterly dividend of $0.30 per share of our common stock for an aggregate payout of $170 million, which includes the payment of dividend equivalents on unvested employee restricted stock units. On OctoberApril 29, 2020,2021, we announced a $0.30$0.33 per share dividend for the fourthsecond quarter of 20202021 with the dividend payable on December 31, 2020June 30, 2021 to stockholders of record as of DecemberJune 16, 2020.2021.
Other than the facilities for the ICE Clearing Houses, our 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 89 and 1213 to our consolidated financial statements where discussed further.for further discussion. 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 “—Debt" above.
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 Quarterly 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
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financial measures included in this Quarterly 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:

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Trading and Clearing SegmentData and Listings SegmentConsolidated
Nine Months Ended September 30,Nine Months Ended September 30,Nine Months Ended September 30,
202020192020201920202019
Total revenues, less transaction-based expenses$2,304 $1,916 $2,061 $1,988 $4,365 $3,904 
Operating expenses998 732 1,114 1,121 2,112 1,853 
Less: Amortization of acquisition-related intangibles99 70 136 164 235 234 
Less: Transaction and integration costs and acquisition-related success fee86 — — — 86 — 
Less: Accruals related to investigations and inquiries— — — — 
Adjusted operating expenses$813 $662 $970 $957 $1,783 $1,619 
Operating income$1,306 $1,184 $947 $867 $2,253 $2,051 
Adjusted operating income$1,491 $1,254 $1,091 $1,031 $2,582 $2,285 
Operating margin57 %62 %46 %44 %52 %53 %
Adjusted operating margin65 %65 %53 %52 %59 %59 %
Net income attributable to ICE common stockholders$1,563 $1,485 
Add: Amortization of acquisition-related intangibles235 234 
 Add: Extinguishment of 2020 Senior Notes14 — 
 Add: Pre-acquisition interest expense on debt issued for Ellie Mae acquisition— 
Add: Transaction and integration costs and acquisition-related success fee86 — 
Add: Accruals related to investigations and inquiries— 
Add: Impairment of CAT promissory notes16 
Less: Income tax effect for the above items(85)(65)
Add/(Less): Deferred tax adjustments on acquisition-related intangibles33 (13)
 Add: Other tax adjustments— 
Adjusted net income attributable to ICE common stockholders$1,861 $1,660 
Basic earnings per share attributable to ICE common stockholders$2.85 $2.64 
Diluted earnings per share attributable to ICE common stockholders$2.83 $2.62 
Adjusted basic earnings per share attributable to ICE common stockholders$3.39 $2.95 
Adjusted diluted earnings per share attributable to ICE common stockholders$3.37 $2.93 

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Trading and Clearing SegmentData and Listings SegmentConsolidatedExchanges SegmentFixed Income and Data Services SegmentMortgage Technology SegmentConsolidated
Three Months Ended September 30,Three Months Ended September 30,Three Months Ended September 30,Three Months Ended March 31,Three Months Ended March 31,Three Months Ended March 31,
20202019202020192020201920212020202120202021202020212020
Total revenues, less transaction-based expensesTotal revenues, less transaction-based expenses$711 $669 $700 $667 $1,411 $1,336 Total revenues, less transaction-based expenses$974 $1,049 $468 $464 $355 $46 $1,797 $1,559 
Operating expensesOperating expenses406 255 378 375 784 630 Operating expenses321 322 335 330 249 25 905 677 
Less: Transaction and integration costs76 — — — 76 — 
Less: Amortization of acquisition-related intangiblesLess: Amortization of acquisition-related intangibles48 24 46 55 94 79 Less: Amortization of acquisition-related intangibles18 17 45 48 95 158 70 
Less: Accruals related to investigations and inquiries— — — — 
Less: Transaction and integration costs and acquisition-related success feesLess: Transaction and integration costs and acquisition-related success fees10 — — 13 — 18 10 
Adjusted operating expensesAdjusted operating expenses$282 $231 $329 $320 $611 $551 Adjusted operating expenses$298 $295 $290 $282 $141 $20 $729 $597 
Operating incomeOperating income$305 $414 $322 $292 $627 $706 Operating income$653 $727 $133 $134 $106 $21 $892 $882 
Adjusted operating incomeAdjusted operating income$429 $438 $371 $347 $800 $785 Adjusted operating income$676 $754 $178 $182 $214 $26 $1,068 $962 
Operating marginOperating margin43 %62 %46 %44 %44 %53 %Operating margin67 %69 %28 %29 %30 %45 %50 %57 %
Adjusted operating marginAdjusted operating margin61 %65 %53 %52 %57 %59 %Adjusted operating margin69 %72 %38 %39 %60 %55 %59 %62 %
Net income attributable to ICE common stockholdersNet income attributable to ICE common stockholders$390 $529 Net income attributable to ICE common stockholders$646 $650 
Add: Transaction and integration costs76 — 
Add: Amortization of acquisition-related intangiblesAdd: Amortization of acquisition-related intangibles94 79 Add: Amortization of acquisition-related intangibles158 70 
Add: Transaction and integration costs and acquisition-related success feesAdd: Transaction and integration costs and acquisition-related success fees18 10 
Less: Net income from unconsolidated investeeLess: Net income from unconsolidated investee(25)(17)
Add: Accruals related to investigations and inquiries— 
Add: Pre-acquisition interest expense on debt issued
for Ellie Mae acquisition
— 
Add: Impairment of CAT promissory notes— 16 
Less: Income tax effect for the above items Less: Income tax effect for the above items(42)(25)Less: Income tax effect for the above items(40)(17)
Add: Deferred tax adjustments on acquisition-related intangibles43 — 
Add/(Less): Deferred tax adjustments on acquisition-related intangiblesAdd/(Less): Deferred tax adjustments on acquisition-related intangibles(1)
Adjusted net income attributable to ICE common stockholdersAdjusted net income attributable to ICE common stockholders$569 $599 Adjusted net income attributable to ICE common stockholders$758 $695 
Basic earnings per share attributable to ICE common stockholdersBasic earnings per share attributable to ICE common stockholders$0.71 $0.95 Basic earnings per share attributable to ICE common stockholders$1.15 $1.18 
Diluted earnings per share attributable to ICE common stockholdersDiluted earnings per share attributable to ICE common stockholders$0.71 $0.94 Diluted earnings per share attributable to ICE common stockholders$1.14 $1.17 
Adjusted basic earnings per share attributable to ICE common stockholdersAdjusted basic earnings per share attributable to ICE common stockholders$1.04 $1.07 Adjusted basic earnings per share attributable to ICE common stockholders$1.35 $1.26 
Adjusted diluted earnings per share attributable to ICE common stockholdersAdjusted diluted earnings per share attributable to ICE common stockholders$1.03 $1.06 Adjusted diluted earnings per share attributable to ICE common stockholders$1.34 $1.25 
Basic weighted average common shares outstandingBasic weighted average common shares outstanding562 552 
Diluted weighted average common shares outstandingDiluted weighted average common shares outstanding565 555 
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.
Acquisition-related transaction and integration 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. For the three months ended September 30, 2020,However, we adjust for the $76 million of acquisition-related transaction and integration costs related to thefor acquisitions such as Ellie Mae acquisition given the sizemagnitude of the $11.4 billion purchase price of thisthe acquisition. We also adjust for the acquisition-related transaction costs related to the expected merger between Bakkt and VIH due to the significance of the transaction. During the ninethree months ended September 30,March 31, 2020, we also included a $10 million adjustment for Bridge2 Solutions acquisition costs resulting from a Bakkt incentive award market condition estimation adjustment as an acquisition-related success fee. This adjustment was directly related to the March 2020 capital call to fund the acquisition of Bridge2 Solutions and we believe is therefore appropriate since we exclude costs directly related to financing a transaction.
The extinguishment payment onEffective during the three months ended March 31, 2021, we will exclude net income from our unconsolidated equity method investees for purposes of calculating non-GAAP measures, and have retroactively restated the prior year period for comparability purposes. As of both March 31, 2021 and 2020, Senior Notes is included as a non-GAAP adjustment as it relatesour only equity method investee was OCC.
Similar to the June 2020 early redemption of senior notes with an original maturity of December 1, 2020 as a resulttreatment of our new senior notes offeringinvestment in May 2020. These costs include bothOCC, following the expected merger between Bakkt and VIH, we plan to exclude our equity method investment in Bakkt. This is consistent with how we treat changes in the fair value of our equity investments. We believe these adjustments provide greater clarity of our performance given that equity investments are non-cash and not a make-whole redemption payment and duplicative interest and are not considered part of our normal operations. We also adjust for pre-acquisition interest expense on the August 2020 debt issued to fund a portion of the purchase price of our Ellie Mae acquisition, as well as accruals for investigations and inquiries as non-GAAP adjustments, as we do not consider either of these to be reflective of our normalcore operations.
In 2016, the SEC approved a plan to establish a market-wide CAT to improve regulators’ ability to monitor trading activity with a phased implementation through 2019. Funding of the implementation and operation of the CAT was ultimately expected to be provided by both the execution venues, including us, and industry members. To date, however, funding has been provided solely by the execution venues in exchange for promissory notes expected to be repaid if industry member fees are: (i) approved by the SEC and (ii) collected to fund the CAT. 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 and the most recent CAT financial statements, we believe the risk that execution venues are not reimbursed has increased, resulting in a $2 million CAT promissory note impairment during the nine
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months ended September 30, 2020 in addition to a $16 million impairment recorded during the nine and three months ended September 30, 2019. The impairment charges are related to the work performed by the original plan processor and are included as non-GAAP adjustments as they are not considered a part of our core business operations.
The income tax effects relating to all non-GAAP adjustments above are included as non-GAAP adjustments. We also include non-GAAP adjustments for deferred tax adjustments on acquisition-related intangibles. The deferred tax adjustments of $33 $1
million and $43 million($1 million) for the nine and three months ending September 30,March 31, 2021 and 2020, respectively, include $65 million deferred tax expense related to U.K. tax law changes, partially offset by ($32 million) and ($22 million) for the nine and three months ending September 30, 2020, respectively, of deferred tax benefitswere due to U.S. state apportionment changes. The adjustment of ($13 million) for the nine months ending September 30, 2019 was due to U.S. state tax law and state apportionment changes. The $3 million other tax adjustment for the nine months ended September 30, 2019 is for additional audit settlement payments primarily related to pre-acquisition tax matters in conjunction with our acquisition of NYSE in 2013.
For additional information on these items, refer to our consolidated financial statements included in this Quarterly Report and “—Consolidated Operating Expenses”, above.
Contractual Obligations and Commercial Commitments
During the ninethree months ended September 30, 2020,March 31, 2021, there were no significant changes to our contractual obligations and commercial commitments from those disclosed in the section “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our 20192020 Form 10-K.
Off-Balance Sheet Arrangements
As described in Note 1213 to our consolidated financial statements, which are included elsewhere in this Quarterly Report, certain clearing house collateral is reported off-balance sheet. AsIn addition, and as described in Note 3 of our 20192020 Form 10-K, 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.
New and Recently Adopted Accounting Pronouncements
ReferDuring the three months ended March 31, 2021, there were no significant changes to Note 2 to our consolidated financial statements, which are included elsewhere in this Quarterly Report, for information on the new and recently adopted accounting pronouncements that are applicable to us.us from those disclosed in Note 2 of our 2020 Form 10-K.
Critical Accounting Policies
During the ninethree months ended September 30, 2020,March 31, 2021, there were no significant changes to our critical accounting policies and estimates from those disclosed in the section “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in our 20192020 Form 10-K.
ITEM 3.     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 September 30, 2020March 31, 2021 and December 31, 2019,2020, 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 billion and $2.2 billion, respectively,for each period, of which $229$225 million and $282$245 million, respectively, were denominated in pounds sterling, euros or Canadian dollars, and the remaining amounts are denominated in U.S. dollars. We do not use our investment portfolio for trading or other speculative purposes. A hypothetical 50% decrease in short-term interest rates would decreasehave an immaterial impact on our annual pre-tax earnings by $6 million as of September 30, 2020,March 31, 2021, 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.
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As of September 30, 2020,March 31, 2021, we had $17.3$16.2 billion in outstanding debt, of which $12.9 billion relates to our fixed rate senior notes. The remaining amount outstanding of $4.5$3.3 billion relates to $2.5$2.1 billion outstanding under our Commercial Paper Program and $1.2 billion of floating rate senior notes, and our $747 million term loan, each of which bear interest at fluctuating rates, and a $3$6 million line ofunder credit lines at our ICE India subsidiary.subsidiaries. A hypothetical 100 basis point increase in short-term interest rates relating to the amounts of floating rate debt outstanding as of September 30, 2020March 31, 2021 would decrease annual pre-tax earnings by $45$33 million, assuming no change in the volume or composition of our outstanding indebtedness and no hedging activity. See Part I, Item 2 "Management's Discussion and Analysis of Financial Condition and Results of Operations - Debt" included in this Quarterly Report.
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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 decreased from 1.84%0.40% as of December 31, 20192020 to 0.39%0.33% as of September 30, 2020. The decrease in the Commercial Paper Program weighted average interest rate was primarily due to the decision by the U.S. Federal Reserve to decrease the federal funds short-term interest rate by 150 basis points in March 2020 due to the impact of COVID-19 on financial markets, which impacted the liquidity and pricing volatility for all commercial paper issuances.31, 2021. The effective interest rate of commercial paper issuances 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 for the nine and three months ended September 30,March 31, 2021 and 2020 and September 30, 2019 is presented by primary foreign currency in the following table (dollars in millions, except exchange rates):
Nine Months Ended September 30, 2020Three Months Ended September 30, 2020Nine Months Ended September 30, 2019Three Months Ended September 30, 2019 Three Months Ended March 31, 2021Three Months Ended March 31, 2020
Pound SterlingEuroPound SterlingEuroPound SterlingEuroPound SterlingEuro Pound SterlingEuroPound SterlingEuro
Average exchange rate to the U.S. dollar in the current year periodAverage exchange rate to the U.S. dollar in the current year period1.2708 1.1242 1.2916 1.1691 1.2734 1.1237 1.2330 1.1118 Average exchange rate to the U.S. dollar in the current year period1.3792 1.2060 1.2794 1.1025 
Average exchange rate to the U.S. dollar in the same period in the prior yearAverage exchange rate to the U.S. dollar in the same period in the prior year1.2734 1.1237 1.2330 1.1118 1.3520 1.1947 1.3037 1.1631 Average exchange rate to the U.S. dollar in the same period in the prior year1.2794 1.1025 1.3021 1.1355 
Average exchange rate increase (decrease)Average exchange rate increase (decrease)— %— %%%(6)%(6)%(5)%(4)%Average exchange rate increase (decrease)%%(2)%(3)%
Foreign denominated percentage of:Foreign denominated percentage of:      Foreign denominated percentage of:    
Revenues, less transaction-based expensesRevenues, less transaction-based expenses%%%%%%%%Revenues, less transaction-based expenses%%%%
Operating expensesOperating expenses%%%%10 %%10 %%Operating expenses%%10 %%
Operating incomeOperating income%%%10 %%%%%Operating income%%%%
Impact of the currency fluctuations (1) on:
Impact of the currency fluctuations (1) on:
      
Impact of the currency fluctuations (1) on:
   
Revenues, less transaction-based expensesRevenues, less transaction-based expenses$(1)$(1)$$$(20)$(13)$(7)$(3)Revenues, less transaction-based expenses$$$(2)$(3)
Operating expensesOperating expenses$— $— $$$(11)$(3)$(3)$(1)Operating expenses$$$(1)$(1)
Operating incomeOperating income$(1)$(1)$$$(9)$(10)$(4)$(2)Operating income$$$(1)$(2)
(1)    Represents the impact of currency fluctuation for the nine and three months ended September 30,March 31, 2021 and 2020 and September 30, 2019 compared to the same periodsperiod in the prior year.
We have a significant part of our assets, liabilities, revenues and expenses recorded in pounds sterling or euros. For both the nine and three months ended September 30, 2020,March 31, 2021, 13% of our consolidated revenues, less transaction-based expenses were denominated in pounds sterling or euros and for the nine and three months ended September 30, 2020, 11% and 10%, 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 occurs 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
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losses gains/(losses) of $2 million($6 million) and $1 million for the nine months ended September 30, 2020 and 2019, respectively, and $3 million and $1$4 million for the three months ended September 30,March 31, 2021 and 2020, and 2019, respectively.respectively, inclusive of the impact of foreign currency transactions. The foreign currency transaction lossesgains/ (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 September 30, 2020,March 31, 2021, assuming no change in the composition of the foreign currency denominated assets, liabilities and payables and assuming no hedging activity, would result in a foreign currency transaction loss of $8$15 million.
We entered into foreign currency hedging transactions during the nine and three months ended September 30,March 31, 2021 and 2020 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, 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
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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 September 30, 2020 As of March 31, 2021
Position in 
pounds sterling
 Position in 
Canadian dollars
Position in euros Position in 
pounds sterling
 Position in 
Canadian dollars
Position in euros
AssetsAssets£772  C$1,226 145 Assets£738  C$1,427 155 
of which goodwill represents of which goodwill represents595  404 92  of which goodwill represents587  164 92 
LiabilitiesLiabilities81  829 52 Liabilities67  1,022 48 
Net currency positionNet currency position£691  C$397 93 Net currency position£671  C$405 107 
Net currency position, in $USDNet currency position, in $USD$893  $298 $109 Net currency position, in $USD$925  $323 $126 
Negative impact on consolidated equity of a 10% decrease in foreign currency exchange ratesNegative impact on consolidated equity of a 10% decrease in foreign currency exchange rates$89  $30 $11 Negative impact on consolidated equity of a 10% decrease in foreign currency exchange rates$93  $32 $13 
Foreign currency translation adjustments are included as a component of accumulated other comprehensive income/(loss) within our balance sheet. See the table below for the portion of equity attributable to foreign currency translation adjustments as well as the activity for the nine and three months ended September 30, 2020March 31, 2021 included within our statement of other comprehensive income. The impact of the foreign currency exchange rate differences in the table below were primarily driven by fluctuations of the pound sterling as compared to the U.S. dollar which were 1.2923, 1.24001.3782 and 1.32601.3665 as of September 30, 2020, June 30, 2020March 31, 2021 and December 31, 2019,2020, respectively, and by fluctuations of the euro as compared to the U.S. dollar which were 1.1721, 1.12341.1731 and 1.12121.2216 as of September 30, 2020, June 30, 2020March 31, 2021 and December 31, 2019,2020, respectively.
Changes in Accumulated Other Comprehensive Income/(Loss) from Foreign Currency Translation Adjustments
(in millions)
Balance, as of December 31, 20192020$(177)(134)
Net current period other comprehensive income income/(loss)(30)
Balance, as of September 30, 2020March 31, 2021$(207)(127)

Changes in Accumulated Other Comprehensive Income/(Loss) from Foreign Currency Translation Adjustments
(in millions)
Balance, as of June 30, 2020$(255)
Net current period other comprehensive income (loss)48 
Balance, as of September 30, 2020$(207)
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.
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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 1213 to our consolidated financial statements for more information on the ICE Clearing Houses' cash and cash equivalent deposits, which were $85.9$85.6 billion as of September 30, 2020.March 31, 2021. 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. For a summary of the risks associated with these deposits and how these risks are mitigated, see Part II, Item 7(A) “Quantitative and Qualitative Disclosures About Market Risk” in our 20192020 Form 10-K.
ITEM 4.        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 Exchange Act). 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.
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(b)  Changes in Internal Controls over Financial Reporting. 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.

PART II. Other Information
ITEM 1.    LEGAL PROCEEDINGS
See Note 1314 to the consolidated financial statements and related notes, which are incorporated by reference herein.
ITEM 1(A).     RISK FACTORS

The following represents a material change in ourDuring the three months ended March 31, 2021, there were no significant new risk factors from those disclosed in Part 1,I, Item 1(A), “Risk Factors”1A, "Risk Factors" in our 20192020 Form 10-K.
The COVID-19 pandemic could have an adverse effect on our business, results of operations and financial condition.

The coronavirus (COVID-19) pandemic has created economic and financial disruptions globally and has led governmental authorities to take unprecedented measures to mitigate the spread of the disease, including travel bans, border closings, business closures, quarantines and shelter-in-place orders, and to take actions designed to stabilize markets and promote economic growth.
From an operational perspective, the spread of COVID-19 has resulted in, and could continue to result in, temporary closures of our office facilities and the office facilities of our customers and our third-party vendors. We have taken preventive measures and implemented contingency plans, and currently most of our employees are working remotely, with a limited number of employees working on-site at our facilities. However, we cannot assure you that such measures will adequately protect our business, and an extended period of remote work arrangements could introduce operational risks, including, but not limited to, cybersecurity risk, and could strain our technological resources and business continuity plans. If one or more of the third-party vendors to whom we outsource certain material activities claim that they cannot perform due to a force majeure or experience operational failures as a result of the COVID-19 pandemic, it could have a material adverse effect on our business, results of operations and financial condition. Further, although we maintain
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contingency plans for events such as pandemic outbreaks, the further spread of COVID-19 could impact the availability of our executive officers who are necessary to conduct our business.
The extent of the impact of the COVID-19 pandemic on our business, financial condition and results of operations will depend largely on future developments, including the duration and spread of the outbreak, its severity and the actions taken to contain the disease or treat its impact, all of which are highly uncertain and cannot be predicted at this time. A prolonged economic downturn could have an adverse effect on our revenues related to certain activities such as a decline in demand for certain data products and a decline in IPOs. The COVID-19 pandemic could also have an adverse impact on our customers’ businesses, risk management needs and ability to trade, and the resulting impact on our business will depend on future developments, which are highly uncertain and cannot be predicted. Due to the speed with which the situation is developing, we are not able at this time to estimate the impact of the COVID-19 outbreak on our business, but the adverse impact on our business, results of operations and financial condition could be material.
While governmental organizations are engaging in efforts to combat the spread and severity of COVID-19, these measures may not be effective. Moreover, actions taken by U.S. or other governmental authorities that are intended to ameliorate the macroeconomic or other effects of COVID-19, or delays in the announcement or implementation of regulatory measures that had been pending prior to the COVID-19 pandemic, have resulted in and may in the future result in regulatory uncertainty and could in turn impact our business. At this time, we cannot predict how legal and regulatory responses to concerns about COVID-19 will impact our business.
The COVID-19 pandemic has resulted in, and may continue to result in, significant disruption of, and volatility in the global financial markets. Our parent company relies on payment of dividends from its subsidiaries, and certain regulators are considering instituting restrictions on certain entities' ability to pay dividends. Although we believe that our existing sources of liquidity are sufficient to meet our cash requirements for the foreseeable future, we cannot assure you that we will not experience liquidity constraints. If, as a result of the COVID-19 pandemic, conditions in the lending, capital and other financial markets are unfavorable, our regulated subsidiaries are unable to pay dividends to the parent company for an extended period of time or our access to capital and other sources of funding is cut off or negatively impacted, we could face liquidity issues and the availability and terms of future borrowings, renewals or refinancings could be adversely affected.
In addition to the other information set forth in this Quarterly Report, including the information in the "- Regulation" section of Item 2 - Management’s Discussion and Analysis of Financial Condition and Results of Operations, you should carefully consider the factors discussed under “Risk Factors” and the regulation discussion under “Business - Regulation” in our 20192020 Form 10-K. These risks could materially and adversely affect our business, financial condition and results of operations. The risks and uncertainties in our 20192020 Form 10-K are not the only ones facing us. Additional risks and uncertainties not presently known to us, or that we currently believe to be immaterial, may also adversely affect our business. In addition, to the extent that COVID-19 adversely affects our business, financial condition or results of operations, it may also heighten other risks described in Part 1, Item 1(A) under the caption “Risk Factors” in our 2019 Form 10-K.
ITEM 2.    UNREGISTERED SALES OF EQUITY SECURITIES AND USE OF PROCEEDS
Stock Repurchases
The table below sets forthWe discontinued stock repurchases and terminated our Rule 10b5-1 trading plan in August 2020 in connection with 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 September 30, 2020.
Period
(2020)
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) (1)
Approximate dollar value of shares that may yet be
purchased under the plans or programs
(in millions) (1)
July 1 - July 311,503$93.7513,530$1,160
August 1 - August 3173$96.6613,603$1,153
September 1 - September 30N/A13,603$1,153
Total1,576$93.8813,603$1,153
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We have provided in the table below additional supplemental 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 each of the three months ended March 31, 2020, June 30, 2020 and September 30, 2020.
Three months ended
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) (1)
Approximate dollar value of shares that may yet be
purchased under the plans or programs
(in millions) (1)
March 31, 20207,643$91.507,643$1,701
June 30, 20204,384$91.2412,027$1,301
September 30, 20201,576$93.8813,603$1,153
Total13,603$91.6913,603$1,153

(1)Ellie Mae acquisition. Refer to the NotesNote 11 to our consolidated financial statements and related notes, which are included in our Quarterly Reports on Form 10-Q for the quarters ended March 31, 2020 and June 30, 2020 and elsewhere in this Quarterly Report for details on our stock repurchase plans.

ITEM 3.    DEFAULTS UPON SENIOR SECURITIES

None.

ITEM 4.    MINE SAFETY DISCLOSURES
Not applicable.

ITEM 5.        OTHER INFORMATION
Not applicable.

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ITEM 6.        EXHIBITS
Exhibit Number  Description of Document
2.1
4.1
4.2
4.3
4.4
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4.5
4.6
4.7
10.1
The SeventhNinth Amendment, dated as of August 14, 2020, by and among Intercontinental Exchange, Inc., as borrower, the lenders party thereto and Wells Fargo Bank, National Association, as administrative agent, amending that certain Credit Agreement, dated as of April 3, 2014, by and among Intercontinental Exchange, Inc., as borrower,the lenders party thereto and Wells Fargo Bank, National Association, as administrative agent (as amended by the First Amendment to Credit Agreement, dated as of May 15, 2015, the Second Amendment to Credit Agreement, dated as of November 9, 2015, the Third Amendment to Credit Agreement, dated as of November 13, 2015, the Fourth Amendment to Credit Agreement, dated as of August 18,2017, and the Fifth Amendment to Credit Agreement, dated as of August 18, 2017, and the Sixth Amendment to Credit Agreement, dated as of August 9, 2018) (incorporated by reference to Exhibit 10.1 to Intercontinental Exchange, Inc.'s Current Report on Form 8-K filed with the SEC on August 18, 2020, File No. 001-36198).
10.2
The Eighth Amendment, dated as of August 21, 2020,March 8, 2021, by and among Intercontinental Exchange, Inc., as borrower, the lenders party thereto and Wells Fargo Bank, National Association, as administrative agent, amending that certain Credit Agreement, dated as of April 3, 2014, by and among Intercontinental Exchange, Inc., as borrower, the lenders party thereto and Wells Fargo Bank, National Association, as administrative agent (as amended by the First Amendment to Credit Agreement, dated as of May 15, 2015, the Second Amendment to Credit Agreement, dated as of November 9, 2015, the Third Amendment to Credit Agreement, dated as of November 13, 2015, the Fourth Amendment to Credit Agreement, dated as of August 18, 2017, the Fifth Amendment to Credit Agreement, dated as of August 18, 2017, the Sixth Amendment to Credit Agreement, dated as of August 9, 2018, and the Seventh Amendment to Credit Agreement, dated as of August 14, 2020 and the Eighth Amendment to Credit Agreement, dated as of August 21, 2020).
10.2
10.3
10.4
10.5
10.6
10.7
31.1
31.2
32.1
32.2
101   
The following materials from Intercontinental Exchange, Inc.’s Quarterly Report on Form 10-Q for the quarter ended September 30, 2020,March 31, 2021, formatted in Inline XBRL (Extensible Business Reporting Language): (i) the Consolidated Balance Sheets, (ii) the Consolidated Statements of Income, (iii) the Consolidated Statements of Comprehensive Income, (iv) the Consolidated Statements of Changes in Equity and Redeemable Non-Controlling Interest (v) Consolidated Statements of Cash Flows and (vi) Notes to Consolidated Financial Statements, tagged as blocks of text.
104The cover page from Intercontinental Exchange, Inc.'s Quarterly Report on Form 10-Q for the quarter ended September 30, 2020March 31, 2021 formatted in Inline XBRL.
* Certain exhibits and similar attachments to this agreement have been omitted in accordance with Item 601(b)(2) of
Regulation S-K. A copy of any omitted exhibit or other attachment will be furnished supplementally to the SEC upon request.
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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: OctoberApril 29, 20202021By:/s/ Scott A. Hill
Scott A. Hill
Chief Financial Officer
(Principal Financial Officer)
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