Histogram2D
The sample data from which statistics are computed is set in x and y (where x and y
represent marginal distributions, binning is set in xbins and ybins in this case) or z
(where z represent the 2D distribution and binning set, binning is set by x and y in this
case).
The resulting distribution is visualized as a heatmap.
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Corresponding Plotly trace type.
Declaration
Swift
public let type: String -
Switch indicating whether the trace supports animation of its data.
Declaration
Swift
public static var animatable: Bool { get } -
Determines whether or not this trace is visible.
If legendonly, the trace is not drawn, but can appear as a legend item (provided that the legend itself is visible).
Declaration
Swift
public var visible: Visible? -
Sets the legend group for this trace.
Traces part of the same legend group hide/show at the same time when toggling legend items.
Declaration
Swift
public var legendGroup: String? -
Sets the opacity of the trace.
Declaration
Swift
public var opacity: Double? -
Sets the trace name.
The trace name appear as the legend item and on hover.
Declaration
Swift
public var name: String? -
Assign an id to this trace, Use this to provide object constancy between traces during animations and transitions.
Declaration
Swift
public var uid: String? -
Assigns id labels to each datum.
These ids for object constancy of data points during animation. Should be an array of strings, not numbers or any other type.
Declaration
Swift
public var ids: [String]? -
Assigns extra data each datum.
This may be useful when listening to hover, click and selection events. Note that, scatter traces also appends customdata items in the markers DOM elements
Declaration
Swift
public var customData: [String]? -
Assigns extra meta information associated with this trace that can be used in various text attributes.
Attributes such as trace
name, graph, axis and colorbartitle.text, annotationtextrangeselector,updatemenuesandsliderslabeltext all supportmeta. To access the tracemetavalues in an attribute in the same trace, simply use%{meta[i]}whereiis the index or key of themetaitem in question. To access tracemetain layout attributes, use%{data[n[.meta[i]}whereiis the index or key of themetaandnis the trace index. -
Determines which trace information appear on hover.
If
noneorskipare set, no information is displayed upon hovering. But, ifnoneis set, click and hover events are still fired.Declaration
Swift
public var hoverInfo: HoverInfo? -
Undocumented
Declaration
Swift
public var hoverLabel: HoverLabel? -
Undocumented
Declaration
Swift
public var stream: Stream? -
Undocumented
Declaration
Swift
public var transforms: [Transform] -
Controls persistence of some user-driven changes to the trace:
constraintrangeinparcoordstraces, as well as someeditable: truemodifications such asnameandcolorbar.title.Defaults to
layout.uirevision. Note that other user-driven trace attribute changes are controlled bylayoutattributes:trace.visibleis controlled bylayout.legend.uirevision,selectedpointsis controlled bylayout.selectionrevision, andcolorbar.(x|y)(accessible withconfig: {editable: true}) is controlled bylayout.editrevision. Trace changes are tracked byuid, which only falls back on trace index if nouidis provided. So if your app can add/remove traces before the end of thedataarray, such that the same trace has a different index, you can still preserve user-driven changes if you give each trace auidthat stays with it as it moves.Declaration
Swift
public var uiRevision: Anything? -
Sets the sample data to be binned on the x axis.
Declaration
Swift
public var x: XData? -
Sets the sample data to be binned on the y axis.
Declaration
Swift
public var y: YData? -
Sets the aggregation data.
Declaration
Swift
public var z: ZData? -
Undocumented
See moreDeclaration
Swift
public struct Marker : Encodable -
Undocumented
Declaration
Swift
public var marker: Marker? -
Specifies the type of normalization used for this histogram trace.
If *, the span of each bar corresponds to the number of occurrences (i.e. the number of data points lying inside the bins). If *percent / probability, the span of each bar corresponds to the percentage / fraction of occurrences with respect to the total number of sample points (here, the sum of all bin HEIGHTS equals 100% / 1). If density, the span of each bar corresponds to the number of occurrences in a bin divided by the size of the bin interval (here, the sum of all bin AREAS equals the total number of sample points). If probability density, the area of each bar corresponds to the probability that an event will fall into the corresponding bin (here, the sum of all bin AREAS equals 1).
Declaration
Swift
public var normalization: Normalization? -
Specifies the binning function used for this histogram trace.
If count, the histogram values are computed by counting the number of values lying inside each bin. If sum, avg, min, max, the histogram values are computed using the sum, the average, the minimum or the maximum of the values lying inside each bin respectively.
Declaration
Swift
public var binningFunction: BinningFunction? -
Specifies the maximum number of desired bins.
This value will be used in an algorithm that will decide the optimal bin size such that the histogram best visualizes the distribution of the data. Ignored if
xbins.sizeis provided.Declaration
Swift
public var xNumBins: Int? -
Undocumented
Declaration
Swift
public var xBins: Bins? -
Specifies the maximum number of desired bins.
This value will be used in an algorithm that will decide the optimal bin size such that the histogram best visualizes the distribution of the data. Ignored if
ybins.sizeis provided.Declaration
Swift
public var yNumBins: Int? -
Undocumented
Declaration
Swift
public var yBins: Bins? -
Obsolete: since v1.42 each bin attribute is auto-determined separately and
autobinxis not needed.However, we accept
autobinx: trueorfalseand will updatexbinsaccordingly before deletingautobinxfrom the trace.Declaration
Swift
public var xAutoBin: Bool? -
Obsolete: since v1.42 each bin attribute is auto-determined separately and
autobinyis not needed.However, we accept
autobiny: trueorfalseand will updateybinsaccordingly before deletingautobinyfrom the trace.Declaration
Swift
public var yAutoBin: Bool? -
Set the
xbingroupandybingroupdefault prefix For example, setting abingroupof 1 on two histogram2d traces will make them their x-bins and y-bins match separately.Declaration
Swift
public var binGroup: String? -
Set a group of histogram traces which will have compatible x-bin settings.
Using
xbingroup, histogram2d and histogram2dcontour traces (on axes of the same axis type) can have compatible x-bin settings. Note that the samexbingroupvalue can be used to set (1D) histogrambingroupDeclaration
Swift
public var xBinGroup: String? -
Set a group of histogram traces which will have compatible y-bin settings.
Using
ybingroup, histogram2d and histogram2dcontour traces (on axes of the same axis type) can have compatible y-bin settings. Note that the sameybingroupvalue can be used to set (1D) histogrambingroupDeclaration
Swift
public var yBinGroup: String? -
Sets the horizontal gap (in pixels) between bricks.
Declaration
Swift
public var xGap: Double? -
Sets the vertical gap (in pixels) between bricks.
Declaration
Swift
public var yGap: Double? -
Sets the hover text formatting rule using d3 formatting mini-languages which are very similar to those in Python.
See: https://github.com/d3/d3-3.x-api-reference/blob/master/Formatting.md#d3_format
Declaration
Swift
public var zHoverFormat: String? -
Template string used for rendering the information that appear on hover box.
Note that this will override
hoverinfo. Variables are inserted using %{variable}, for example “y: %{y}”. Numbers are formatted using d3-format’s syntax %{variable:d3-format}, for example “Price: %{y:$.2f}”. https://github.com/d3/d3-3.x-api-reference/blob/master/Formatting.md#d3_format for details on the formatting syntax. Dates are formatted using d3-time-format’s syntax %{variable|d3-time-format}, for example “Day: %{2019-01-01|%A}”. https://github.com/d3/d3-time-format#locale_format for details on the date formatting syntax. The variables available inhovertemplateare the ones emitted as event data described at this link https://plotly.com/javascript/plotlyjs-events/#event-data. Additionally, every attributes that can be specified per-point (the ones that arearrayOk: true) are available. variablezAnything contained in tag<extra>is displayed in the secondary box, for example “{fullData.name} ”. To hide the secondary box completely, use an empty tag<extra></extra>.Declaration
Swift
public var hoverTemplate: Data<String>? -
Determines whether or not an item corresponding to this trace is shown in the legend.
Declaration
Swift
public var showLegend: Bool? -
Determines whether or not the color domain is computed with respect to the input data (here in
z) or the bounds set inzminandzmaxDefaults tofalsewhenzminandzmaxare set by the user.Declaration
Swift
public var zAuto: Bool? -
Sets the lower bound of the color domain.
Value should have the same units as in
zand if set,zmaxmust be set as well.Declaration
Swift
public var zMin: Double? -
Sets the upper bound of the color domain.
Value should have the same units as in
zand if set,zminmust be set as well.Declaration
Swift
public var zMax: Double? -
Sets the mid-point of the color domain by scaling
zminand/orzmaxto be equidistant to this point.Value should have the same units as in
z. Has no effect whenzautoisfalse.Declaration
Swift
public var zMiddle: Double? -
Sets the colorscale.
The colorscale must be an array containing arrays mapping a normalized value to an rgb, rgba, hex, hsl, hsv, or named color string. At minimum, a mapping for the lowest (0) and highest (1) values are required. For example,
[[0, 'rgb(0,0,255)'], [1, 'rgb(255,0,0)']]. To control the bounds of the colorscale in color space, usezminandzmax. Alternatively,colorscalemay be a palette name string of the following list: Greys,YlGnBu,Greens,YlOrRd,Bluered,RdBu,Reds,Blues,Picnic,Rainbow,Portland,Jet,Hot,Blackbody,Earth,Electric,Viridis,Cividis.Declaration
Swift
public var colorScale: ColorScale? -
Determines whether the colorscale is a default palette (
autocolorscale: true) or the palette determined bycolorscale.In case
colorscaleis unspecified orautocolorscaleis true, the default palette will be chosen according to whether numbers in thecolorarray are all positive, all negative or mixed.Declaration
Swift
public var autoColorScale: Bool? -
Reverses the color mapping if true.
If true,
zminwill correspond to the last color in the array andzmaxwill correspond to the first color.Declaration
Swift
public var reverseScale: Bool? -
Determines whether or not a colorbar is displayed for this trace.
Declaration
Swift
public var showScale: Bool? -
Undocumented
Declaration
Swift
public var colorBar: ColorBar? -
Sets a reference to a shared color axis.
References to these shared color axes are coloraxis, coloraxis2, coloraxis3, etc. Settings for these shared color axes are set in the layout, under
layout.coloraxis,layout.coloraxis2, etc. Note that multiple color scales can be linked to the same color axis.Declaration
Swift
public var colorAxis: ColorAxis -
Sets a reference between this trace’s x coordinates and a 2D cartesian x axis.
If x (the default value), the x coordinates refer to
layout.xaxis. If x2, the x coordinates refer tolayout.xaxis2, and so on.Declaration
Swift
public var xAxis: XAxis -
Sets a reference between this trace’s y coordinates and a 2D cartesian y axis.
If y (the default value), the y coordinates refer to
layout.yaxis. If y2, the y coordinates refer tolayout.yaxis2, and so on.Declaration
Swift
public var yAxis: YAxis -
Creates
Histogram2Dobject from the most frequently used properties.Declaration
Swift
public init(name: String? = nil, x: XData? = nil, y: YData? = nil, z: ZData? = nil, marker: Marker? = nil, colorScale: ColorScale? = nil, reverseScale: Bool? = nil)Parameters
nameSets the trace name.
xSets the sample data to be binned on the x axis.
ySets the sample data to be binned on the y axis.
zSets the aggregation data.
markercolorScaleSets the colorscale.
reverseScaleReverses the color mapping if true.
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init(visible:legendGroup: opacity: name: uid: ids: customData: meta: hoverInfo: hoverLabel: stream: transforms: uiRevision: x: y: z: marker: normalization: binningFunction: xNumBins: xBins: yNumBins: yBins: xAutoBin: yAutoBin: binGroup: xBinGroup: yBinGroup: xGap: yGap: zSmooth: zHoverFormat: hoverTemplate: showLegend: zAuto: zMin: zMax: zMiddle: colorScale: autoColorScale: reverseScale: showScale: colorBar: colorAxis: xCalendar: yCalendar: xAxis: yAxis: ) Creates
Histogram2Dobject with specified properties.Declaration
Swift
public init(visible: Visible? = nil, legendGroup: String? = nil, opacity: Double? = nil, name: String? = nil, uid: String? = nil, ids: [String]? = nil, customData: [String]? = nil, meta: Data<Anything>? = nil, hoverInfo: HoverInfo? = nil, hoverLabel: HoverLabel? = nil, stream: Stream? = nil, transforms: [Transform] = [], uiRevision: Anything? = nil, x: XData? = nil, y: YData? = nil, z: ZData? = nil, marker: Marker? = nil, normalization: Normalization? = nil, binningFunction: BinningFunction? = nil, xNumBins: Int? = nil, xBins: Bins? = nil, yNumBins: Int? = nil, yBins: Bins? = nil, xAutoBin: Bool? = nil, yAutoBin: Bool? = nil, binGroup: String? = nil, xBinGroup: String? = nil, yBinGroup: String? = nil, xGap: Double? = nil, yGap: Double? = nil, zSmooth: ZSmooth? = nil, zHoverFormat: String? = nil, hoverTemplate: Data<String>? = nil, showLegend: Bool? = nil, zAuto: Bool? = nil, zMin: Double? = nil, zMax: Double? = nil, zMiddle: Double? = nil, colorScale: ColorScale? = nil, autoColorScale: Bool? = nil, reverseScale: Bool? = nil, showScale: Bool? = nil, colorBar: ColorBar? = nil, colorAxis: ColorAxis = .preset, xCalendar: Calendar? = nil, yCalendar: Calendar? = nil, xAxis: XAxis = .preset, yAxis: YAxis = .preset)Parameters
visibleDetermines whether or not this trace is visible.
legendGroupSets the legend group for this trace.
opacitySets the opacity of the trace.
nameSets the trace name.
uidAssign an id to this trace, Use this to provide object constancy between traces during animations and transitions.
idsAssigns id labels to each datum.
customDataAssigns extra data each datum.
metaAssigns extra meta information associated with this trace that can be used in various text attributes.
hoverInfoDetermines which trace information appear on hover.
hoverLabelstreamtransformsuiRevisionControls persistence of some user-driven changes to the trace:
constraintrangeinparcoordstraces, as well as someeditable: truemodifications such asnameandcolorbar.title.xSets the sample data to be binned on the x axis.
ySets the sample data to be binned on the y axis.
zSets the aggregation data.
markernormalizationSpecifies the type of normalization used for this histogram trace.
binningFunctionSpecifies the binning function used for this histogram trace.
xNumBinsSpecifies the maximum number of desired bins.
xBinsyNumBinsSpecifies the maximum number of desired bins.
yBinsxAutoBinObsolete: since v1.42 each bin attribute is auto-determined separately and
autobinxis not needed.yAutoBinObsolete: since v1.42 each bin attribute is auto-determined separately and
autobinyis not needed.binGroupSet the
xbingroupandybingroupdefault prefix For example, setting abingroupof 1 on two histogram2d traces will make them their x-bins and y-bins match separately.xBinGroupSet a group of histogram traces which will have compatible x-bin settings.
yBinGroupSet a group of histogram traces which will have compatible y-bin settings.
xGapSets the horizontal gap (in pixels) between bricks.
yGapSets the vertical gap (in pixels) between bricks.
zSmoothPicks a smoothing algorithm use to smooth
zdata.zHoverFormatSets the hover text formatting rule using d3 formatting mini-languages which are very similar to those in Python.
hoverTemplateTemplate string used for rendering the information that appear on hover box.
showLegendDetermines whether or not an item corresponding to this trace is shown in the legend.
zAutoDetermines whether or not the color domain is computed with respect to the input data (here in
z) or the bounds set inzminandzmaxDefaults tofalsewhenzminandzmaxare set by the user.zMinSets the lower bound of the color domain.
zMaxSets the upper bound of the color domain.
zMiddleSets the mid-point of the color domain by scaling
zminand/orzmaxto be equidistant to this point.colorScaleSets the colorscale.
autoColorScaleDetermines whether the colorscale is a default palette (
autocolorscale: true) or the palette determined bycolorscale.reverseScaleReverses the color mapping if true.
showScaleDetermines whether or not a colorbar is displayed for this trace.
colorBarcolorAxisSets a reference to a shared color axis.
xCalendarSets the calendar system to use with
xdate data.yCalendarSets the calendar system to use with
ydate data.xAxisSets a reference between this trace’s x coordinates and a 2D cartesian x axis.
yAxisSets a reference between this trace’s y coordinates and a 2D cartesian y axis.
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Encodes the object in a format compatible with Plotly.
Declaration
Swift
public func encode(to encoder: Encoder) throws
View on GitHub
Install in Dash
Histogram2D Structure Reference