Gen Z Career Aspirations – Data Cleaning

Cleaned and organized survey data as part of my Gen Z Career Aspirations Analytics project.

Key tasks performed:

Handled missing and inconsistent values

Standardized categories and text fields

Identified and handled duplicate records

Organized columns for further analysis

Created a structured dataset for EDA and dashboard development

Tools Used: Microsoft Excel, Power Query, Excel Formulas

This work helped prepare the survey dataset for accurate analysis and meaningful insights.

Just wrapped up refining my backend data pipelines and automated CSV cleaning scripts. There is nothing quite like replacing hours of manual spreadsheet work with a clean, repeatable Python script.

If your team is still spending half the week fighting messy data, let's chat about automating your workflow!