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This study aims to understand the relationship between social structure and morphological character based on a case area from Kadıköy, Istanbul, Turkey considering several independent (cultural diversity, family type, income level, ownership status) and dependent (land use type, land cover, building type, building layout, settlement type, settlement pattern, street pattern, commercial pattern) variables. Existing data is processed in two steps and analyzed by categorical regression. Results of the study show that urban character of the