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Note: includes in-stream video such as those appearing before, during, or after digital video content in a video player (pre-roll, mid-roll, or post-roll video ads) and video overlays; includes social network in-stream video ads and outstream video ads, such as native, in-feed (including video ads in the Facebook Feed and X's Promoted Posts), in-article, in-banner, and interstitial video ads; appears on desktop and laptop computers as well as mobile phones, tablets, and other internet-connected devices for all formats mentioned; data for 2008-2016 excludes outstream video ads

Additional Note: Digital ad spending includes banner ads and other (static display ads such as Facebook's Feed Ads and X's Promoted Posts), classified ads, email (embedded ads only), mobile messaging (SMS, MMS, and P2P messaging), rich media (including in-stream and outstream video ads), search ads (including contextual text links, paid inclusion, and paid listings, and excluding display-oriented formats on social networks, even if triggered by search queries), sponsorships, lead generation (referrals); rich media data for 2017-2022 includes in-stream and outstream video ads; data prior to 2017 includes only outstream video ads.

Methodology: Estimates are based on the analysis of various elements related to the ad spending market, including macro-level economic conditions, historical trends of the advertising market, historical trends of each medium in relation to other media, reported revenues from major ad publishers, estimates from other research firms, data from benchmark sources, consumer media consumption trends, consumer device usage trends, and EMARKETER interviews with executives at ad agencies, brands, media publishers, and other industry leaders.

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