Social networks are social capital for poor women living in a slum neighborhood in Addis Ababa, Ethiopia. Based on neighborhood, friendship, kinship, gender and ethnic ties, informal networks provide social, emotional and financial support. Social network analysis is a promising method for community development and participatory social work in Africa.