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  5. Dimensionality Reduction in Python

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Exercise

Visually detecting redundant features

Data visualization is a crucial step in any data exploration. Let's use Seaborn to explore some samples of the US Army ANSUR body measurement dataset.

Two data samples have been pre-loaded as ansur_df_1 and ansur_df_2.

Seaborn has been imported as sns.

Instructions 1/4

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  • Create a pairplot of the ansur_df_1 data sample and color the points using the 'Gender' feature.