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Segment and Geographic Information (Tables)
12 Months Ended
Dec. 31, 2022
Segment Reporting [Abstract]  
Schedule of Segment Information
A summary of operating results for the years ended December 31 is as follows:
Revenue
(in millions)202220212020
Market Intelligence
$3,811 $2,185 $2,046 
Ratings
3,050 4,097 3,606 
Commodity Insights1,685 1,012 938 
Mobility1,142 — — 
Indices 1,339 1,149 989 
Engineering Solutions323 — — 
Intersegment elimination 1
(169)(146)(137)
Total revenue$11,181 $8,297 $7,442 
 
Operating Profit
(in millions)202220212020
Market Intelligence 2
$2,488 $676 $569 
Ratings 3
1,672 2,629 2,223 
Commodity Insights 4
591 544 478 
Mobility 5
213 — — 
Indices 6
927 798 666 
Engineering Solutions 7
15 — — 
Total reportable segments5,906 4,647 3,936 
Corporate Unallocated expense 8
(989)(426)(319)
Equity in Income on unconsolidated subsidiaries 9
27 — — 
Total operating profit$4,944 $4,221 $3,617 
1Revenue for Ratings and expenses for Market Intelligence include an intersegment royalty charged to Market Intelligence for the rights to use and distribute content and data developed by Ratings.
2Operating profit for the year ended December 31, 2022 includes a gain on dispositions of $1.8 billion, employee severance charges of $90 million, IHS Markit merger costs of $35 million and acquisition-related costs of $2 million. Operating profit for the year ended December 31, 2021 includes employee severance charges of $3 million, a gain on disposition of $3 million, acquisition-related costs of $2 million and lease-related costs of $1 million. Operating profit for the year ended December 31, 2020 includes employee severance charges of $27 million, a gain on dispositions of $12 million and lease-related costs of $3 million. Additionally, operating profit includes amortization of intangibles from acquisitions of $474 million, $65 million, and $76 million for the years ended December 31, 2022, 2021, and 2020, respectively.
3Operating profit for the year ended December 31, 2022 includes employee severance charges of $24 million, legal costs of $5 million and an asset write-off of $1 million. Operating profit for the year ended December 31, 2021 includes a gain on disposition of $6 million, recovery of lease-related costs of $4 million and employee severance charges of $3 million. Operating profit for the year ended December 31, 2020 includes a technology-related impairment charge of $11 million, lease-related costs of $5 million and employee
severance charges of $4 million. Additionally, operating profit includes amortization of intangibles from acquisitions of $7 million, $10 million and $7 million for the years ended December 31, 2022, 2021, and 2020, respectively.
4Operating profit for the year ended December 31, 2022 includes employee severance charges of $45 million and IHS Markit merger costs of $26 million. Operating profit for the year ended December 31, 2021 includes recovery of lease-related costs of $2 million. Operating profit for the year ended December 31, 2020 includes severance charges of $11 million and lease-related costs of $2 million. Additionally, operating profit includes amortization of intangibles from acquisitions of $111 million, $8 million, and $9 million for the years ended December 31, 2022, 2021, and 2020, respectively.
5Operating profit for the year ended December 31, 2022 includes an acquisition-related benefit of $14 million, employee severance charges of $4 million, IHS Markit merger costs of $3 million and amortization of intangibles from acquisitions of $241 million.
6Operating profit for the year ended December 31, 2022 includes a gain on disposition of $52 million, employee severance charges of $14 million and IHS Markit merger costs of $2 million. Operating profit for the year ended December 31, 2021 includes recovery of lease-related costs of $1 million. Operating profit for the year ended December 31, 2020 includes employee severance charges of $5 million, a lease impairment charge of $4 million, a technology-related impairment charge of $2 million and lease-related costs of $1 million. Additionally, operating profit includes amortization of intangibles from acquisitions of $31 million, $6 million, and $6 million for the years ended December 31, 2022, 2021, and 2020, respectively.
7Operating profit for the year ended December 31, 2022 includes employee severance charges of $4 million and amortization of intangibles from acquisitions of $35 million.
8Corporate Unallocated expense for the year ended December 31, 2022 includes IHS Markit merger costs of $553 million, a S&P Foundation grant of $200 million, employee severance charges of $107 million, disposition-related costs of $24 million, a gain on acquisition of $10 million, an asset impairment of $9 million, acquisition-related costs of $8 million, lease impairments of $5 million and an asset write-off of $3 million. Corporate Unallocated expense for the year ended December 31, 2021 includes IHS Markit merger costs of $249 million, employee severance charges of $13 million, lease-related costs of $4 million, a lease impairment of $3 million, Kensho retention related expenses of $2 million, acquisition-related costs of $2 million and a gain on disposition of $2 million. Corporate Unallocated expense for the year ended December 31, 2020 includes lease impairments of $116 million, IHS Markit merger costs of $24 million, employee severance charges of $19 million, Kensho retention related expense of $12 million and a gain related to an acquisition of $1 million. Additionally, Corporate Unallocated expense includes amortization of intangibles from acquisitions of $4 million, $7 million, and $26 million for the years ended December 31, 2022, 2021, and 2020, respectively.
9Equity in Income on Unconsolidated Subsidiaries includes amortization of intangibles from acquisitions of $55 million for the year ended December 31, 2022.

The following table presents our revenue disaggregated by revenue type for the years ended December 31:
(in millions)Market IntelligenceRatingsCommodity InsightsMobilityIndicesEngineering Solutions
Intersegment Elimination 1
Total
20221
Subscription$3,263 $— $1,492 $888 $258 $300 $— $6,201 
Non-subscription / Transaction163 1,241 126 254 — 23 — 1,807 
Non-transaction— 1,809 — — — — (169)1,640 
Asset-linked fees— — — — 862 — — 862 
Sales usage-based royalties— — 67 — 219 — — 286 
Recurring variable385 — — — — — — 385 
Total revenue$3,811 $3,050 $1,685 $1,142 $1,339 $323 $(169)$11,181 
Timing of revenue recognition
Services transferred at a point in time
$163 $1,241 $126 $254 $— $23 $— $1,807 
Services transferred over time
3,648 1,809 1,559 888 1,339 300 (169)9,374 
Total revenue$3,811 $3,050 $1,685 $1,142 $1,339 $323 $(169)$11,181 
(in millions)Market IntelligenceRatingsCommodity InsightsMobilityIndicesEngineering Solutions
Intersegment Elimination 1
Total
20212
Subscription$2,131 $— $933 $— $191 $— $— $3,255 
Non-subscription / Transaction54 2,253 13 — — — — 2,320 
Non-transaction— 1,844 — — — — (146)1,698 
Asset-linked fees— — — — 800 — — 800 
Sales usage-based royalties— — 66 — 158 — — 224 
Total revenue$2,185 $4,097 $1,012 $— $1,149 $— $(146)$8,297 
Timing of revenue recognition
Services transferred at a point in time
$54 $2,253 $13 $— $— $— $— $2,320 
Services transferred over time2,131 1,844 999 — 1,149 — (146)5,977 
Total revenue$2,185 $4,097 $1,012 $— $1,149 $— $(146)$8,297 
(in millions)Market IntelligenceRatingsCommodity InsightsMobilityIndicesEngineering Solutions
Intersegment Elimination 1
Total
20202
Subscription$1,991 $— $869 $— $177 $— $— $3,037 
Non-subscription / Transaction54 1,969 — — — — 2,030 
Non-transaction— 1,637 — — — — (137)1,500 
Asset-linked fees— — — 647 — — 648 
Sales usage-based royalties— — 62 — 165 — — 227 
Total revenue$2,046 $3,606 $938 $— $989 $— $(137)$7,442 
Timing of revenue recognition
Services transferred at a point in time
$54 $1,969 $$— $— $— $— $2,030 
Services transferred over time
1,992 1,637 931 — 989 — (137)5,412 
Total revenue$2,046 $3,606 $938 $— $989 $— $(137)$7,442 
1    Intersegment eliminations mainly consists of a royalty charged to Market Intelligence for the rights to use and distribute content and data developed by Ratings.
2 In the first quarter of 2022, the Market Intelligence Commodities business was transferred to the Commodity Insights segment and prior-year amounts have been reclassified to conform with current presentation.
Segment information for the years ended December 31 is as follows:
(in millions)Depreciation & AmortizationCapital Expenditures
 202220212020202220212020
Market Intelligence$509 $91 $101 $43 $12 $28 
Ratings46 46 40 23 18 33 
Commodity Insights115 12 17 
Mobility248 — — — — 
Indices39 10 
Engineering Solutions35 — — — — 
Total reportable segments992 159 167 82 34 72 
Corporate21 19 39 
Total$1,013 $178 $206 $89 $35 $76 

Segment information as of December 31 is as follows:
(in millions)Total Assets
 20222021
Market Intelligence$29,852 $3,368 
Ratings1,039 1,248 
Commodity Insights8,781 891 
Mobility13,416 — 
Indices3,271 1,501 
Engineering Solutions— — 
Total reportable segments56,359 7,008 
Corporate 1
4,127 7,697 
Assets of businesses held for sale 2
1,298 321 
Total$61,784 $15,026 
1Corporate assets consist principally of cash and cash equivalents, goodwill and other intangible assets, assets for pension benefits and deferred income taxes.
2Includes Engineering Solutions as of December 31, 2022 and CGS and LCD as of December 31, 2021. See Note 2 – Acquisitions and Divestitures for further discussion.
Schedule of Revenue and Long-lived Assets by Geographic Region
The following provides revenue and long-lived assets by geographic region:
(in millions)RevenueLong-lived Assets
 Year ended December 31,December 31,
 20222021202020222021
U.S.$6,653 $5,012 $4,504 $13,539 $4,733 
European region2,597 1,995 1,769 39,007 463 
Asia1,246 874 782 76 85 
Rest of the world685 416 387 595 42 
Total$11,181 $8,297 $7,442 $53,217 $5,323 

RevenueLong-lived Assets
Year ended December 31,December 31,
 20222021202020222021
U.S.60 %60 %61 %26 %89 %
European region23 24 24 73 
Asia11 11 10 — 
Rest of the world— 
Total100 %100 %100 %100 %100 %