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I believe it has more to do with being in zones which are more agricultural, such as in south Italy, where I lived for 3 years. The northern zones are near industrial areas.

It is true; also in Spain Andalucian region is the poorest one, like in Italy the Southern part. The hot weather could be another topic in that