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- Walloon Brabant: These are the 5 municipalities where the average income has increased the most since the 2018 municipal elections (infographic and map) DH Sports +
- Province of Luxembourg: These are the 5 municipalities where the increase in average income per capita is the lowest since the 2018 elections (graph and map) lavenir.net
- In Vapi, here are the 5 municipalities where average income has increased the most after 2018 municipal elections DH Sports+
- Province of Namur: These are the 5 municipalities where the increase in average income per capita is the lowest since the 2018 elections (graph and map) lavenir.net
- Picardy Wallonia: these 5 municipalities where the increase in average income per capita is the lowest since the 2018 elections (graph and map) lavenir.net