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categorical-data-encoding

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Mehnaz2004 / Data-Cleaning-CaseStudy

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This repository demonstrates data cleaning with a layoffs dataset. It covers handling missing values, detecting outliers, and encoding categorical data, using visualizations like boxplots and distplots to enhance data quality. Check out the code to see these techniques in action.

sklearn pandas data-visualization seaborn data-cleaning data-integrity missing-value-handling outlier-detection-and-removal categorical-data-encoding
  • Updated Sep 11, 2024
  • Python

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