Shania Mathews
Data Entry & Excel Specialist | Fast & Accurate
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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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This project showcases my ability to transform messy, unstructured data into clean, organized, and actionable insights using Excel.
I worked with raw datasets containing inconsistencies such as duplicate entries, inconsistent formatting, and missing structure. I cleaned and standardized the data, ensuring accuracy and consistency across all fields.
From there, I built organized tables and dashboards to highlight key metrics such as revenue, profit, and performance by category and region. I also used formulas (including SUMIFS and calculated fields) to automate insights and improve usability.
This type of work is ideal for clients who need:
Clean and structured data
Reliable reporting
Easy-to-read dashboards
Improved data accuracy
The end result is a clear, professional spreadsheet that turns raw data into meaningful insights.
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