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Data Preprocessing Pipeline — NYC Airbnb

Data

A production-grade, class-based data preprocessing pipeline built in Python on the NYC Airbnb Open Dataset (48,895 listings). Handles missing values, outliers, duplicates, encoding, and scaling — then generates five before/after diagnostic visualisations.

data-pipeline data-analysis feature-engineering statistical-analysis visualisation OOP python jupyter IQR-capping label-encoding min-max-scaling

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Data Preprocessing Pipeline — NYC Airbnb

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