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Additional Note: (1) Other Asia-Pacific includes American Samoa, Armenia, Azerbaijan, Bangladesh, Bhutan, Brunei, Burma, Cambodia, Cook Islands, Fiji, French Polynesia, Guam, Kiribati, Kyrgyzstan, Laos, Macau, Maldives, Marshall Islands, Micronesia, Mongolia, Nauru, Nepal, New Caledonia, Northern Mariana Islands, North Korea, Pakistan, Palau, Papua New Guinea, Samoa, Solomon Islands, Sri Lanka, Tajikistan, Timor-Leste, Tonga, Turkmenistan, Tuvalu, Uzbekistan, Vanuatu, Wallis and Futuna; (2) Other Central & Eastern Europe includes Albania, Belarus, Bosnia and Herzegovina, Bulgaria, Croatia, Cyprus, Czech Republic, Estonia, Georgia, Hungary, Kazakhstan, Kosovo, Latvia, Lithuania, Moldova, Montenegro, Poland, Republic of Macedonia, Romania, Serbia, Slovakia, Slovenia, Ukraine; (3) Other Latin America includes Anguilla, Antigua and Barbuda, Aruba, Bahamas, Barbados, Belize, Bolivia, Cayman Islands, Costa Rica, Cuba, Dominica, Dominican Republic, Ecuador, El Salvador, Grenada, Guatemala, Guyana, Haiti, Honduras, Jamaica, Montserrat, Netherlands Antilles, Nicaragua, Panama, Paraguay, Saint-Barthelemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin, Saint Vincent and the Grenadines, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela, Virgin Islands (British), Virgin Islands (US); (4) Other Western Europe includes Andorra, Austria, Belgium, Denmark, Faroe Islands, Finland, Gibraltar, Greece, Greenland, Guernsey, Iceland, Ireland, Isle of Man, Jersey, Liechtenstein, Luxembourg, Malta, Monaco, Netherlands, Norway, Portugal, San Marino, Sweden, Switzerland.

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. Estimates are based on statistical analysis of data from government agencies and other research firms, macro-level economic conditions, and existing EMARKETER forecasts

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