Participant: Asha KrishnanAffiliation: City of DetroitParticipant Insights: "I chose this data set because it reveals a taxonomy of certifications that demonstrate equity in the business community and give businesses visibility, as well as new opportunities for growth. Insights: - 47% of certified businesses are minority-owned - 31% of certified businesses are owned by women - The 48226 zip code, which comprises the Necklace District neighborhood in Detroit, garnered the most certifications during the past year.”