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scicloj.metamorph.ml.explore


explore-allclj

(explore-all data opts)

Create a faceted overview plot for all columns in a Tablecloth dataset.

For each non-target column:

  • Categorical columns (meta :categorical? true) -> percentage bar charts. If :target is provided, bars are grouped/colored by target and percentages are computed per category; otherwise a single-color bar chart with value labels, plus subtitle showing NA count and number of unique values.
  • Continuous columns -> density plots. If :target is provided, densities are colored by target; otherwise a rug and a vertical rule at the mean are added, plus a subtitle with NA/min/max.

Options (merged with defaults):

  • :target keyword or nil (default nil) — column name used for grouping/coloring.
  • :color string/color when no target is given (default "skyblue").
  • :height int canvas height (default 1000).
  • :width int canvas width (default 800).

Returns a plotje pose with the individual plots arranged in a 2-column grid.

Create a faceted overview plot for all columns in a Tablecloth dataset.

For each non-target column:
- Categorical columns (meta :categorical? true) -> percentage bar charts.
  If :target is provided, bars are grouped/colored by target and percentages
  are computed per category; otherwise a single-color bar chart with value
  labels, plus subtitle showing NA count and number of unique values.
- Continuous columns -> density plots.
  If :target is provided, densities are colored by target; otherwise a rug
  and a vertical rule at the mean are added, plus a subtitle with NA/min/max.

Options (merged with defaults):
- :target  keyword or nil (default nil) — column name used for grouping/coloring.
- :color   string/color when no target is given (default "skyblue").
- :height  int canvas height (default 1000).
- :width   int canvas width (default 800).

Returns a plotje pose with the individual plots arranged in a 2-column grid.
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