← Amani Mfinanga

Clean a business reporting dataset

Clean a business reporting dataset
Data & Business Intelligence consultant
PythonData AnalysisExcel

BRIEF
Clean a business reporting dataset for a growing Zanzibar enterprise. The team needed a clear, maintainable result rather than a one-off presentation.

APPROACH
Mapped the audience and current workflow, documented constraints and prepared an early version for feedback. A focused review checked clarity, completeness and everyday use.

DELIVERABLES
A reconciled dataset, dashboard and metric dictionary.

HANDOVER
Organised editable source files, recorded assumptions and prepared a short operating guide. The result demonstrates the process and quality of the work; no unmeasured commercial impact is claimed.

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