A Python-based data cleaning and preparation project that inspects an e-commerce dataset, standardizes data formats, removes exact duplicate records, and validates data quality.

An interactive Power BI dashboard, backed by a Python (Pandas) analysis, that measures how competitive government exams are using applicants, vacancies, selection rate, and applicants per seat.

Suzanne is a content marketer, writer, and fact-checker. She holds a Bachelor of Science in Finance degree from Bridgewater State University and helps develop content strategies. Learn about our ...

Rounding is often treated as a final formatting step, but relying solely on cell formatting (the visual “decrease decimal” button) does not change the actual value stored in the cell. This can lead to ...

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