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Egypt looks to have significantly higher population then other countries. It would be interesting to overlay economic data like GDP or income levels.
Here’s a subregional HDI (income per capita+education+life expectancy) map.
The Mediterranean plus the south of Africa, as well as the Gulf of Guinea stand out the most.