Multivariate Data Analysis: Pair Plots for Abalone Dataset

Опубликовано: 20 Февраль 2026
на канале: Tom Zhang
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In this video, I do multivariate analysis on the UCI Abalone Dataset with a pair plot of all the features except for the sex of the abalone, which is used as the hue for the pair plot. I used Pandas to read in the data, and Matplotlib and Seaborn to create the visualization.

The dataset can be found right here:
https://archive.ics.uci.edu/ml/datase...
Or on Kaggle:
https://www.kaggle.com/rodolfomendes/...