This ranking covers 541 of the 3,782 towns in Hauts-de-France. Not ranked: towns with fewer than 2,000 inhabitants. At the other end of the ranking, Denain (Nord) comes last with 30.3%.
In France, a commune is the smallest unit of local government, from large cities to tiny villages. Paris, Lyon and Marseille are ranked as whole communes: their arrondissements (districts) have no rank of their own.
The ranking: lowest unemployment rates in Hauts-de-France
Source: INSEE, population census; unemployed people aged 15 to 64 as a share of the labor force aged 15 to 64, as reported in the census, towns with 2,000 or more inhabitants. Not ranked: towns with fewer than 2,000 inhabitants. Tied values share the same rank. Data sources.