pyvista.ChartBox#

class ChartBox(data, colors=None, labels=None, size=None, loc=None)[source]#

Dedicated chart for drawing box plots.

Parameters:

datalist or tuple of array_like: Dataset(s) from which the relevant statistics will be calculated used to draw the box plot.
colorslist or tuple of ColorLike, optional: Color used for each drawn boxplot. If omitted (None), the default color scheme is used.
labelslist or tuple of str, default: []: Label for each drawn boxplot, as shown in the chart’s legend.
sizelist or tuple, optional: Size of the chart in normalized coordinates. A size of (0, 0) is invisible, a size of (1, 1) occupies the whole renderer’s width and height.
loclist or tuple, optional: Location of the chart (its bottom left corner) in normalized coordinates. A location of (0, 0) corresponds to the renderer’s bottom left corner, a location of (1, 1) corresponds to the renderer’s top right corner.

Examples

Create boxplots for datasets sampled from shifted normal distributions.

>>> import pyvista
>>> import numpy as np
>>> rng = np.random.default_rng(1)  # Seeded random number generator used for data generation
>>> normal_data = [rng.normal(i, size=50) for i in range(5)]
>>> chart = pyvista.ChartBox(normal_data, labels=[f"x ~ N({i},1)" for i in range(5)])
>>> chart.show()

../../../../_images/pyvista-ChartBox-1_00_00.png

Methods

`ChartBox.show`([interactive, off_screen, ...])	Show this chart in a self contained plotter.
`ChartBox.toggle`()	Toggle the chart's visibility.

Attributes

`ChartBox.active_background_color`	Return or set the chart's background color in interactive mode.
`ChartBox.active_border_color`	Return or set the chart's border color in interactive mode.
`ChartBox.background_color`	Return or set the chart's background color.
`ChartBox.background_texture`	Return or set the chart's background texture.
`ChartBox.border_color`	Return or set the chart's border color.
`ChartBox.border_style`	Return or set the chart's border style.
`ChartBox.border_width`	Return or set the chart's border width.
`ChartBox.legend_visible`	Return or set the visibility of the chart's legend.
`ChartBox.loc`	Return or set the chart position in normalized coordinates.
`ChartBox.plot`	Return the `BoxPlot` instance associated with this chart.
`ChartBox.size`	Return or set the chart size in normalized coordinates.
`ChartBox.title`	Return or set the chart's title.
`ChartBox.visible`	Return or set the chart's visibility.