A clearly labelled historical reference to U.S. social media use in early 2019, with Pew Research Center data and guidance on comparing audience measures.
A refreshed review of 2018 social media evidence, with documented UAE government examples and practical checks for followers, impressions and historical reports.
Official UAE population figures for 2020, a comparison with 2019, and practical guidance for using a historical year without overstating what the data explains.
A source-led review of the UAE’s 2021 population, with a GCC-Stat table and practical guidance on comparing estimates without confusing national totals and customer audiences.
Official UAE population context for 2019, with practical guidance on distinguishing national demographics from the local audience your business can serve.
A historical UAE digital payments reference, plus practical guidance on separating audience measures and improving the online customer journey.
