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25 Apr 2024

Study

Matplotlib · Mini EDA project

A small end-to-end exploratory analysis of the Palmer Penguins dataset with pandas and Seaborn: shape, missing values, distributions, groups and relationships.

  • EDA follows a fixed order: shape and types, missing values, one variable at a time, then relationships.
  • Splitting by species shows what one combined histogram hides: Gentoo flippers are clearly longer, while Adelie and Chinstrap overlap.

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