the calculation of the number of samples was calculated based on the slovin formula, and resulted the minimum sample size of semarang was 400 families, consisting of 109 families for the district of pedurungan, 129 householdsfor the district of west semarang, 77 families for the ditrict fo north semarang, and 85 families for the ditrict fo banyumanik.