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When visualizing a single column's distribution (univariate), users can supply the plot_type to switch between rendering as a distplot or as a bar plot. Continuous values (numerical/discrete) are usually defaulted as distplots but sometimes, it is better to show them as bar plots due to the nature of the data -- eg. if it has many outliers or cannot be shown smoothly.
However, the x-axis title on all bar plots is Category. This only makes sense for discrete (categorical) columns, not for continuous columns that I'm choosing to visualize as a bar plot.
Expected Fix: Change the x-axis title to Value instead. This word works for both discrete and continuous columns.
Environment Details
Error Description
When visualizing a single column's distribution (univariate), users can supply the
plot_type
to switch between rendering as a distplot or as a bar plot. Continuous values (numerical/discrete) are usually defaulted as distplots but sometimes, it is better to show them as bar plots due to the nature of the data -- eg. if it has many outliers or cannot be shown smoothly.However, the x-axis title on all bar plots is
Category
. This only makes sense for discrete (categorical) columns, not for continuous columns that I'm choosing to visualize as a bar plot.Expected Fix: Change the x-axis title to
Value
instead. This word works for both discrete and continuous columns.Steps to reproduce
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