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We certify that Karollynne Michelle Sousa Nery completed the online course "Análise de dados: cálculos, padrões e estratégias com Excel" with an estimated workload of estimated at 6 hours, performing 36 of 36 activities, in the period from 22/05/2023 to 25/05/2023.