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[Feature Request] Show distributions before Correlations

Open domoritz opened this issue 5 years ago • 0 comments

Is your feature request related to a problem? Please describe. Distributions show single dimensions. There are fewer distribution plots than correlations so they can be explored more quickly. Also one has to understand the distributions before they can understand correlations. Therefore, I wonder whether it makes sense to show distributions in the first tab instead of correlations.

Describe the solution you'd like Swap the first two tabs.

Describe alternatives you've considered Do not change.

Additional context From the Voyager work and teaching vis, we learned that people tend to dive into multivariate charts before even understanding the basic distributions. This behavior leads to "premature fixation". In EDA, it's therefore usually better to do a breadth-first rather than a depth-first exploration.

domoritz avatar Apr 19 '21 15:04 domoritz