VictoryBoxPlot
VictoryBoxPlot
renders a box plot to describe the distribution of a set of data. Data for VictoryBoxPlot
may be given with summary statistics pre-calculated (min
, median
, max
, q1
, q3
), or as an array of raw data. VictoryBoxPlot can be composed with VictoryChart
to create box plot charts.
animate
type: boolean || object
VictoryBoxPlot
uses the standard animate
prop. Read about it here
See the Animations Guide for more detail on animations and transitions
animate={{
duration: 2000,
onLoad: { duration: 1000 }
}}
boxWidth
type: number
The boxWidth
prop specifies how wide each box should be. If the whiskerWidth
prop is not set, this prop will also determine the width of the whisker crosshair.
categories
type: array[string] || { x: array[string], y: array[string] }
VictoryBoxPlot
uses the standard categories
prop. Read about it here
categories={{ x: ["dogs", "cats", "mice"] }}
containerComponent
type: element
VictoryBoxPlot
uses the standard containerComponent
prop. Read about it here
containerComponent={<VictoryVoronoiContainer/>}
data
type: array[object]
The data
prop for VictoryBoxPlot
may be given in a a variety of formats:
- As an array of standard data objects with values specified for
x
andy
When given in this format, repeated values forx
will be used for calculating summary statistics
data={[
{ x: 1, y: 2 },
{ x: 1, y: 3 },
{ x: 1, y: 5 },
{ x: 2, y: 1 },
{ x: 2, y: 4 },
{ x: 2, y: 5 },
...
]}
- As an array of data objects where
y
is given as an array of values When given in this format, array values are used for calculating summary statistics.
data={[
{ x: 1, y: [1, 2, 3, 5] },
{ x: 2, y: [3, 2, 8, 10] },
{ x: 3, y: [2, 8, 6, 5] },
{ x: 4, y: [1, 3, 2, 9] }
]}
- As an array of data objects with pre-calculated summary statistics(
min
,median
,max
,q1
,q3
) When given in this format,VictoryBoxPlot
will not perform statistical analysis. Pre-calculating summary statistics for large datasets will improve performance.
data={[
{ x: 1, min: 2, median: 5, max: 10, q1: 3, q3: 7 },
{ x: 2, min: 1, median: 4, max: 9, q1: 3, q3: 6 },
{ x: 3, min: 1, median: 6, max: 12, q1: 4, q3: 10 },
Use the x
, y
, min
, max
, median
, q1
, and q3
data accessor props to specify custom data formats. Refer to the Data Accessors Guide for more detail.
domain
type: array[low, high] || { x: [low, high], y: [low, high] }
VictoryBoxPlot
uses the standard domain
prop. Read about it here
domain={{x: [0, 100], y: [0, 1]}}
domainPadding
type: number || array[left, right] || { x: [left, right], y: [bottom, top] }
VictoryBoxPlot
uses the standard domainPadding
prop. Read about it here
domainPadding={{x: [10, -10], y: 5}}
eventKey
type: string || integer || array[string] || function
VictoryBoxPlot
uses the standard eventKey
prop to specify how event targets are addressed. This prop is not commonly used. Read about the eventKey
prop in more detail here
eventKey = "x";
events
type array[object]
VictoryBoxPlot
uses the standard events
prop. Read about it here
See the Events Guide for more information on defining events.
note: valid event targets for VictoryBoxPlot
are:
"min", "minLabels", "grid", "ticks", and "tickLabels".
externalEventMutations
type: array[object]
VictoryBoxPlot
uses the standard externalEventMutations
prop. Read about it in detail
groupComponent
type: element
VictoryBoxPlot
uses the standard groupComponent
prop. Read about it here
default: <g/>
groupComponent={<g transform="translate(10, 10)" />}
height
type: number
VictoryBoxPlot
uses the standard height
prop. Read about it here
default (provided by default theme): height={300}
height={400}
horizontal
type: boolean
The horizontal prop determines whether boxes will be laid vertically or horizontally. The boxes will be vertical if this prop is false or unspecified, or horizontal if the prop is set to true.
labelOrientation
type: "top" || "bottom" || "left" || "right"
|| { min, max, median, q1, q3 }
The labelOrientation
prop determines where labels are placed relative to their corresponding data. If this prop is not set, it will be set to "top" for horizontal charts, and "right" for vertical charts.
labels
type: boolean
When the boolean labels
prop is set to true
, the values for min
, max
, median
, q1
, and q3
will be displayed for each box. For more granular label control, use the individual minLabels
, maxLabels
, medianLabels
, q1Labels
, and q3Labels
props.
max
type: string || array[string] || function
Use the max
data accessor prop to define the max value of a box plot.
string: specify which property in an array of data objects should be used as the max value
examples: max="max_value"
function: use a function to translate each element in a data array into a max value
examples: max={() => 10}
path string or path array: specify which property in an array of nested data objects should be used as a max value
examples: max="bonds.max"
, max={["bonds", "max"]}
maxComponent
type: element
The maxComponent
prop takes a component instance which will be responsible for rendering an element to represent the maximum value of the box plot. The new element created from the passed maxComponent
will be provided with the following props calculated by VictoryBoxPlot
: datum
, index
, scale
, style
, events
, majorWhisker
and minorWhisker
. The majorWhisker
and minorWhisker
props are given as objects with values for x1
, y1
, x2
and y2
that describes the lines that make up the major and minor whisker. Any of these props may be overridden by passing in props to the supplied component, or modified or ignored within the custom component itself. If a maxComponent
is not provided, VictoryBoxPlot
will use its default Whisker component.
See the Custom Components Guide for more detail on creating your own components
default: maxComponent={<Whisker/>}
maxComponent={<Whisker events={{ onClick: handleClick }}/>}
maxLabelComponent
type: element
The maxLabelComponent
prop takes a component instance which will be used to render the label corresponding to the maximum value for each box. The new element created from the passed maxLabelComponent
will be supplied with the following props: x
, y
, datum
, index
, scale
, verticalAnchor
, textAnchor
, angle
, transform
, style
and events
. Any of these props may be overridden by passing in props to the supplied component, or modified or ignored within the custom component itself. If maxLabelComponent
is omitted, a new VictoryLabel
will be created with props described above.
See the Custom Components Guide for more detail on creating your own components
default: maxLabelComponent={<VictoryLabel/>}
maxLabelComponent={<VictoryLabel dy={20}/>}
maxLabels
type: array || function || boolean
The maxLabels
prop defines the labels that will appear above each point. This prop should be given as a boolean, an array or as a function of the props corresponding to that label. When given as a boolean value, the max value of each datum will be used for the label.
examples:
maxLabels
maxLabels={["first", "second", "third"]}
maxLabels={({ datum }) => Math.round(datum.max)}
maxDomain
type: number || { x: number, y: number }
VictoryBoxPlot
uses the standard maxDomain
prop. Read about it in detail
median
type: string || array[string] || function
Use the median
data accessor prop to define the median value of a box plot.
string: specify which property in an array of data objects should be used as the median value
examples: median="median_value"
function: use a function to translate each element in a data array into a median value
examples: median={() => 10}
path string or path array: specify which property in an array of nested data objects should be used as a median value
examples: median="bonds.median"
, median={["bonds", "median"]}
medianComponent
type: element
The medianComponent
prop takes a component instance which will be responsible for rendering an element to represent the median value of the box plot. The new element created from the passed medianComponent
will be provided with the following props calculated by VictoryBoxPlot
: datum
, index
, scale
, style
, events
, x1
, y1
, x2
and y2
Any of these props may be overridden by passing in props to the supplied component, or modified or ignored within the custom component itself. If a medianComponent
is not provided, VictoryBoxPlot
will use its default Line component.
See the Custom Components Guide for more detail on creating your own components
default: medianComponent={<LineSegment/>}
medianComponent={<LineSegment events={{ onClick: handleClick }}/>}
medianLabelComponent
type: element
The medianLabelComponent
prop takes a component instance which will be used to render the label corresponding to the median value for each box. The new element created from the passed medianLabelComponent
will be supplied with the following props: x
, y
, datum
, index
, scale
, verticalAnchor
, textAnchor
, angle
, transform
, style
and events
. Any of these props may be overridden by passing in props to the supplied component, or modified or ignored within the custom component itself. If medianLabelComponent
is omitted, a new VictoryLabel
will be created with props described above.
See the Custom Components Guide for more detail on creating your own components
default: medianLabelComponent={<VictoryLabel/>}
medianLabelComponent={<VictoryLabel dy={20}/>}
medianLabels
type: array || function || boolean
The medianLabels
prop defines the labels that will appear above each point. This prop should be given as a boolean, an array or as a function of the props corresponding to that label. When given as a boolean value, the median value of each datum will be used for the label.
examples:
medianLabels
medianLabels={["first", "second", "third"]}
medianLabels={({ datum }) => Math.round(datum.median)}
min
type: string || array[string] || function
Use the min
data accessor prop to define the min value of a box plot.
string: specify which property in an array of data objects should be used as the min value
examples: min="min_value"
function: use a function to translate each element in a data array into a min value
examples: min={() => 10}
path string or path array: specify which property in an array of nested data objects should be used as a min value
examples: min="bonds.min"
, min={["bonds", "min"]}
minComponent
type: element
The minComponent
prop takes a component instance which will be responsible for rendering an element to represent the minimum value of the box plot. The new element created from the passed minComponent
will be provided with the following props calculated by VictoryBoxPlot
: datum
, index
, scale
, style
, events
, majorWhisker
and minorWhisker
. The majorWhisker
and minorWhisker
props are given as objects with values for x1
, y1
, x2
and y2
that describes the lines that make up the major and minor whisker. Any of these props may be overridden by passing in props to the supplied component, or modified or ignored within the custom component itself. If a minComponent
is not provided, VictoryBoxPlot
will use its default Whisker component.
See the Custom Components Guide for more detail on creating your own components
default: minComponent={<Whisker/>}
minComponent={<Whisker events={{ onClick: handleClick }}/>}
minLabelComponent
type: element
The minLabelComponent
prop takes a component instance which will be used to render the label corresponding to the minimum value for each box. The new element created from the passed minLabelComponent
will be supplied with the following props: x
, y
, datum
, index
, scale
, verticalAnchor
, textAnchor
, angle
, transform
, style
and events
. Any of these props may be overridden by passing in props to the supplied component, or modified or ignored within the custom component itself. If minLabelComponent
is omitted, a new VictoryLabel
will be created with props described above.
See the Custom Components Guide for more detail on creating your own components
default: minLabelComponent={<VictoryLabel/>}
minLabelComponent={<VictoryLabel dy={20}/>}
minLabels
type: array || function || boolean
The minLabels
prop defines the labels that will appear above each point. This prop should be given as a boolean, an array or as a function of the props corresponding to that label. When given as a boolean value, the min value of each datum will be used for the label.
examples:
minLabels
minLabels={["first", "second", "third"]}
minLabels={({ datum }) => Math.round(datum.min)}
minDomain
type: number || { x: number, y: number }
VictoryBoxPlot
uses the standard minDomain
prop. Read about it in detail
name
type: string
The name
prop is used to reference a component instance when defining shared events.
name = "series-1";
origin
type: { x: number, y: number }
The origin
prop is only used by polar charts, and is usually controlled by VictoryChart
. It will not typically be necessary to set an origin
prop manually
Read about the origin
prop in detail
padding
type: number || { top: number, bottom: number, left: number, right: number }
VictoryBoxPlot
uses the standard padding
prop. Read about it here
default (provided by default theme): padding={50}
padding={{ top: 20, bottom: 60 }}
polar
type: boolean
VictoryBoxPlot
uses the standard polar
prop. Read about it here
note: Polar Charts are not yet supported for VictoryBoxPlot
q1
type: string || array[string] || function
Use the q1
data accessor prop to define the q1 value of a box plot.
string: specify which property in an array of data objects should be used as the q1 value
examples: q1="q1_value"
function: use a function to translate each element in a data array into a q1 value
examples: q1={() => 10}
path string or path array: specify which property in an array of nested data objects should be used as a q1 value
examples: q1="bonds.q1"
, q1={["bonds", "q1"]}
q1Component
type: element
The q1Component
prop takes a component instance which will be responsible for rendering an element to represent the q1 value of the box plot. The new element created from the passed q1Component
will be provided with the following props calculated by VictoryBoxPlot
: datum
, index
, scale
, style
, events
, x
, y
, width
and height
Any of these props may be overridden by passing in props to the supplied component, or modified or ignored within the custom component itself. If a q1Component
is not provided, VictoryBoxPlot
will use its default Box component.
See the Custom Components Guide for more detail on creating your own components
default: q1Component={<Box/>}
q1Component={<Box events={{ onClick: handleClick }}/>}
q1LabelComponent
type: element
The q1LabelComponent
prop takes a component instance which will be used to render the label corresponding to the q1 value for each box. The new element created from the passed q1LabelComponent
will be supplied with the following props: x
, y
, datum
, index
, scale
, verticalAnchor
, textAnchor
, angle
, transform
, style
and events
. Any of these props may be overridden by passing in props to the supplied component, or modified or ignored within the custom component itself. If q1LabelComponent
is omitted, a new VictoryLabel
will be created with props described above.
See the Custom Components Guide for more detail on creating your own components
default: q1LabelComponent={<VictoryLabel/>}
q1LabelComponent={<VictoryLabel dy={20}/>}
q1Labels
type: array || function || boolean
The q1Labels
prop defines the labels that will appear above each point. This prop should be given as a boolean, an array or as a function of the props corresponding to that label. When given as a boolean value, the q1 value of each datum will be used for the label.
examples:
q1Labels
q1Labels={["first", "second", "third"]}
q1Labels={({ datum }) => Math.round(datum.q1)}
q3
type: string || array[string] || function
Use the q3
data accessor prop to define the q3 value of a box plot.
string: specify which property in an array of data objects should be used as the q3 value
examples: q3="q3_value"
function: use a function to translate each element in a data array into a q3 value
examples: q3={() => 10}
path string or path array: specify which property in an array of nested data objects should be used as a q3 value
examples: q3="bonds.q3"
, q3={["bonds", "q3"]}
q3Component
type: element
The q3Component
prop takes a component instance which will be responsible for rendering an element to represent the q3 value of the box plot. The new element created from the passed q3Component
will be provided with the following props calculated by VictoryBoxPlot
: datum
, index
, scale
, style
, events
, x
, y
, width
and height
Any of these props may be overridden by passing in props to the supplied component, or modified or ignored within the custom component itself. If a q3Component
is not provided, VictoryBoxPlot
will use its default Box component.
See the Custom Components Guide for more detail on creating your own components
default: q3Component={<Box/>}
q3Component={<Box events={{ onClick: handleClick }}/>}
q3LabelComponent
type: element
The q3LabelComponent
prop takes a component instance which will be used to render the label corresponding to the q3 value for each box. The new element created from the passed q3LabelComponent
will be supplied with the following props: x
, y
, datum
, index
, scale
, verticalAnchor
, textAnchor
, angle
, transform
, style
and events
. Any of these props may be overridden by passing in props to the supplied component, or modified or ignored within the custom component itself. If q3LabelComponent
is omitted, a new VictoryLabel
will be created with props described above.
See the Custom Components Guide for more detail on creating your own components
default: q3LabelComponent={<VictoryLabel/>}
q3LabelComponent={<VictoryLabel dy={20}/>}
q3Labels
type: array || function || boolean
The q3Labels
prop defines the labels that will appear above each point. This prop should be given as a boolean, an array or as a function of the props corresponding to that label. When given as a boolean value, the q3 value of each datum will be used for the label.
examples:
q3Labels
q3Labels={["first", "second", "third"]}
q3Labels={({ datum }) => Math.round(datum.q3)}
range
type: array[low, high] || { x: [low, high], y: [low, high] }
The range
prop is usually controlled by VictoryChart
. It will not typically be necessary to set a range
prop manually
Read about the range
prop in detail
samples
type: number
VictoryBoxPlot
uses the standard samples
prop. Read about it here
default: samples={50}
samples={100}
scale
type: scale || { x: scale, y: scale }
VictoryBoxPlot
uses the standard scale
prop. Read about it here
Options for scale include "linear", "time", "log", "sqrt" and the d3-scale
functions that correspond to these options.
default: scale="linear"
scale={{x: "linear", y: "log"}}
sharedEvents
The sharedEvents
prop is used internally to coordinate events between components. It should not be set manually.
singleQuadrantDomainPadding
type: boolean || { x: boolean, y: boolean }
VictoryBoxPlot
uses the standard singleQuadrantDomainPadding
prop. Read about it here
sortKey
type: string || integer || array[string] || function
VictoryBoxPlot
uses the standard sortKey
prop. Read about it here
See the Data Accessors Guide for more detail on formatting and processing data.
sortKey = "x";
sortOrder
type: "ascending" || "descending"
The sortOrder
prop specifies whether sorted data should be returned in ascending or descending order.
default: sortOrder="ascending"
standalone
type: boolean
VictoryBoxPlot
uses the standard standalone
prop. Read about it here
note: When VictoryBoxPlot
is nested within a component like VictoryChart
, this prop will be set to false
default: standalone={true}
style
type: {
parent: object,
max: object,
maxLabels: object,
min: object,
minLabels: object,
median: object,
medianLabels: object,
q1: object,
q1Labels: object,
q3: object,
q3Labels: object
}
The style
prop defines the style of the component. The style prop should be given as an object with styles defined for parent
, max
, maxLabels
, min
, minLabels
,median
, medianLabels
,q1
, q1Labels
,q3
, q3Labels
. Any valid svg styles are supported, but width
, height
, and padding
should be specified via props as they determine relative layout for components in VictoryChart. Functional styles may be defined for style properties, and they will be evaluated with the props corresponding to each element.
note: When a component is rendered as a child of another Victory component, or within a custom <svg>
element with standalone={false}
parent styles will be applied to the enclosing <g>
tag. Many styles that can be applied to a parent <svg>
will not be expressed when applied to a <g>
.
note: custom angle
and verticalAnchor
properties may be included in labels
styles.
default (provided by default theme): See grayscale theme for more detail
theme
type: object
VictoryBoxPlot
uses the standard theme
prop. Read about it here
See the Themes Guide for information about creating custom themes.
default: theme={VictoryTheme.grayscale}
theme={VictoryTheme.material}
whiskerWidth
type: number
The whiskerWidth
prop specifies how wide each whisker crosshair should be. If the whiskerWidth
prop is not set, the width of the whisker crosshair will match the width of the box.
width
type: number
VictoryBoxPlot
uses the standard width
prop. Read about it here
default (provided by default theme): width={450}
width={400}
x
type: string || integer || array[string] || function
VictoryBoxPlot
uses the standard x
data accessor prop. Read about it here
See the Data Accessors Guide for more detail on formatting and processing data.
x = "employee.name";
y
type: string || integer || array[string] || function
VictoryBoxPlot
uses the standard y
data accessor prop. Read about it here
See the Data Accessors Guide for more detail on formatting and processing data.
y={(d) => d.value + d.error}