Messy Data Cleaning & Organization by Shania MathewsMessy Data Cleaning & Organization by Shania Mathews

Messy Data Cleaning & Organization

Shania Mathews

Shania Mathews

Messy Data Cleaning & Organization (Sample Project) Transformed messy, inconsistent data into a clean, structured, and analysis-ready format.
This sample project demonstrates my ability to standardize data, correct inconsistencies, format fields, and improve overall data quality. I cleaned customer names, standardized categories, formatted dates, removed duplicates, and ensured consistency across all entries.
The final dataset is organized, accurate, and easy to use for reporting, dashboards, or further analysis. Tools used: Microsoft Excel (sorting, filtering, formatting, data validation)
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Posted Apr 2, 2026

Messy Data Cleaning & Organization (Sample Project) Transformed messy, inconsistent data into a clean, structured, and analysis-ready format. This sample pr...