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16 out of the top 20 French communes by household incomes are in the Parisian suburbs [0]. Generally, the western suburbs are richer, as well as the ones directly next to Paris.

[0] https://fr.wikipedia.org/wiki/Revenu_fiscal_par_m%C3%A9nage_...