kandy 0.7.0 Help

statBoxplot

The statBoxplot function creates a new plotting context with new dataset which contains the "boxplot" statistic calculated on sample of a single numeric variable y in several groups defined by x. It serves as a statistical visualization technique, illustrating the distribution and summary statistics of a dataset in a graphical format.

Arguments

X

Type of x categories

x

Required

Iterable Column String

The x argument is used to provide the x-categories of sample (one boxplot will be counted for each category).

y

Required

Iterable Column String

The y argument is used to provide the sample on which the statistic is computed.

whiskerIQRRatio

Optional

Double

The whiskerIQRRatio argument is used to determine the interquartile range multiplier of whiskers lengths.

Statistic properties

In this context, there are the following statistical properties that can be used to create mappings, customize tooltips, etc.

Stat.x

Column<X>

The Stat.x contains boxplot x category.

Stat.min

Column<Double>

The Stat.min contains lower whisker ends - the minimum non-outlier data point.

Stat.lower

Column<Double>

The Stat.lower contains lower box edges - the first quartile (Q1).

Stat.middle

Column<Double>

The Stat.middle contains medians - the second quartile (Q2).

Stat.upper

Column<Double>

The Stat.upper contains upper box edges - the third quartile (Q3).

Stat.max

Column<Double>

The Stat.upper contains upper whisker ends - the maximum non-outlier data point.

Last modified: 25 March 2024