Data Cleaning and Preparation Services

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About this service

Summary

I offer specialized data cleaning and preparation services, ensuring that even the most complex datasets—like the 3 million data points I processed for a drone delivery company—are accurate, consistent, and ready for analysis. My expertise in advanced Excel formulas, Power Query, SQL, and Python allows me to efficiently tackle messy data, transforming it into a reliable foundation for insightful analytics

What's included

  • Data Quality Assessment Report

    A detailed report assessing the quality of the provided data, highlighting issues such as missing values, duplicates, inconsistencies, and outliers. This report will serve as a baseline for the cleaning process.

  • Cleaned and Transformed Dataset

    A finalized dataset that has been cleaned and transformed according to the agreed-upon plan. This dataset will be free of errors and inconsistencies, formatted appropriately for analysis, and delivered in the requested format (e.g., CSV, Excel, database)

  • Documentation of Data Transformation Steps

    A detailed document outlining all the transformations applied to the dataset, including any formulas or scripts used. This documentation will ensure transparency and facilitate future data handling.

  • Integration with Existing Systems

    If applicable, support for integrating the cleaned dataset with existing business intelligence tools or databases, ensuring seamless access for analysis and reporting


Skills and tools

Data Modelling Analyst

Data Scientist

Data Analyst

Microsoft Excel

pandas

SQL

Tableau