Data Analytics for Business

Junior data analyst at Brightline Supply Co. has 118 minutes to define a churn KPI, write defensible SQL, clean dirty data, and deliver a one-page board-ready story to the CEO. Practices operational KPI definition, SELECT and JOIN discipline, query-plan literacy, NULL handling as editorial decision, and the analyst recommendation as the actual deliverable.