Behind every clean chart is a messy spreadsheet 🧹

This is what a real data cleaning job looks like before it becomes an elegant bar chart — duplicate rows, missing values, inconsistent formatting, all sorted out with Python and Pandas.

#collage attempt: a look inside the data analyst's actual desk, not just the pretty output.