(all-integers? col)Check if all values in a column are integers.
Check if all values in a column are integers.
(axis-title v)Axis title prefers keyword/symbol names, else str.
Axis title prefers keyword/symbol names, else str.
(column-general-type col)Returns the general type category of a column: :quantitative, :temporal, :categorical, or :identity.
Returns the general type category of a column: :quantitative, :temporal, :categorical, or :identity.
(column-summary-stats col col-type)Generate summary statistics for a column based on its type.
Generate summary statistics for a column based on its type.
(distinct-count col)Count distinct non-nil values in a column.
Count distinct non-nil values in a column.
(frequencies-dataset values)Convert values to frequency counts dataset for bar plotting.
Convert values to frequency counts dataset for bar plotting.
(heatmap-crosstab col-a col-b col-a-name col-b-name)Build a Plotly heatmap spec for two categorical columns.
Build a Plotly heatmap spec for two categorical columns.
(plot* ds)Generate a plot using the appropriate geometry based on column types. Intelligently selects visualization based on data structure and types.
Generate a plot using the appropriate geometry based on column types. Intelligently selects visualization based on data structure and types.
(plot-summary ds)Row-based layout with each column getting a full-width row.
Row-based layout with each column getting a full-width row.
(render-categorical-bar col-data)Render bar chart for categorical data.
Render bar chart for categorical data.
(render-histogram-or-bar col-name col-data)Render histogram for continuous or bar for discrete/categorical data.
Render histogram for continuous or bar for discrete/categorical data.
(select-geometry-pair col-a col-b)Select visualization geometry for a pair of columns based on their types.
Select visualization geometry for a pair of columns based on their types.
(select-geometry-single col)Select visualization geometry for a single column based on its type.
Select visualization geometry for a single column based on its type.
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