Plotly FigureWidget Overview in Python
Introduction to the new Plotly FigureWidget
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Create a Simple FigureWidget¶
Create an empty FigureWidget and then view it.
import plotly.graph_objects as go
f = go.FigureWidget()
f
Add traces or update the layout and then watch the output above update in real time.
f.add_scatter(y=[2, 1, 4, 3]);
f.add_bar(y=[1, 4, 3, 2]);
f.layout.title = 'Hello FigureWidget'
Update the Data and the Layout¶
# update scatter data
scatter = f.data[0]
scatter.y = [3, 1, 4, 3]
# update bar data
bar = f.data[1]
bar.y = [5, 3, 2, 8]
f.layout.title.text = 'This is a new title'
Construct a FigureWidget from a Figure graph object¶
A standard Figure
object can be passed to the FigureWidget
constructor.
import plotly.graph_objects as go
trace = go.Heatmap(z=[[1, 20, 30, 50, 1], [20, 1, 60, 80, 30], [30, 60, 1, -10, 20]],
x=['Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday'],
y=['Morning', 'Afternoon', 'Evening'])
data=[trace]
layout = go.Layout(title=dict(text='Activity Heatmap'))
figure = go.Figure(data=data, layout=layout)
f2 = go.FigureWidget(figure)
f2
Reference¶
See these Jupyter notebooks for even more FigureWidget examples.
help(go.FigureWidget)
Help on class FigureWidget in module plotly.graph_objs._figurewidget: class FigureWidget(plotly.basewidget.BaseFigureWidget) | FigureWidget(data=None, layout=None, frames=None, skip_invalid=False, **kwargs) | | Method resolution order: | FigureWidget | plotly.basewidget.BaseFigureWidget | plotly.basedatatypes.BaseFigure | anywidget.widget.AnyWidget | ipywidgets.widgets.domwidget.DOMWidget | ipywidgets.widgets.widget.Widget | ipywidgets.widgets.widget.LoggingHasTraits | traitlets.traitlets.HasTraits | traitlets.traitlets.HasDescriptors | builtins.object | | Methods defined here: | | __init__(self, data=None, layout=None, frames=None, skip_invalid=False, **kwargs) | Create a new :class:FigureWidget instance | | Parameters | ---------- | data | The 'data' property is a tuple of trace instances | that may be specified as: | - A list or tuple of trace instances | (e.g. [Scatter(...), Bar(...)]) | - A single trace instance | (e.g. Scatter(...), Bar(...), etc.) | - A list or tuple of dicts of string/value properties where: | - The 'type' property specifies the trace type | One of: ['bar', 'barpolar', 'box', 'candlestick', | 'carpet', 'choropleth', 'choroplethmap', | 'choroplethmapbox', 'cone', 'contour', | 'contourcarpet', 'densitymap', | 'densitymapbox', 'funnel', 'funnelarea', | 'heatmap', 'histogram', 'histogram2d', | 'histogram2dcontour', 'icicle', 'image', | 'indicator', 'isosurface', 'mesh3d', 'ohlc', | 'parcats', 'parcoords', 'pie', 'sankey', | 'scatter', 'scatter3d', 'scattercarpet', | 'scattergeo', 'scattergl', 'scattermap', | 'scattermapbox', 'scatterpolar', | 'scatterpolargl', 'scattersmith', | 'scatterternary', 'splom', 'streamtube', | 'sunburst', 'surface', 'table', 'treemap', | 'violin', 'volume', 'waterfall'] | | - All remaining properties are passed to the constructor of | the specified trace type | | (e.g. [{'type': 'scatter', ...}, {'type': 'bar, ...}]) | | layout | The 'layout' property is an instance of Layout | that may be specified as: | - An instance of :class:`plotly.graph_objs.Layout` | - A dict of string/value properties that will be passed | to the Layout constructor | | frames | The 'frames' property is a tuple of instances of | Frame that may be specified as: | - A list or tuple of instances of plotly.graph_objs.Frame | - A list or tuple of dicts of string/value properties that | will be passed to the Frame constructor | | skip_invalid: bool | If True, invalid properties in the figure specification will be | skipped silently. If False (default) invalid properties in the | figure specification will result in a ValueError | | Raises | ------ | ValueError | if a property in the specification of data, layout, or frames | is invalid AND skip_invalid is False | | add_annotation(self, arg=None, align=None, arrowcolor=None, arrowhead=None, arrowside=None, arrowsize=None, arrowwidth=None, ax=None, axref=None, ay=None, ayref=None, bgcolor=None, bordercolor=None, borderpad=None, borderwidth=None, captureevents=None, clicktoshow=None, font=None, height=None, hoverlabel=None, hovertext=None, name=None, opacity=None, showarrow=None, standoff=None, startarrowhead=None, startarrowsize=None, startstandoff=None, templateitemname=None, text=None, textangle=None, valign=None, visible=None, width=None, x=None, xanchor=None, xclick=None, xref=None, xshift=None, y=None, yanchor=None, yclick=None, yref=None, yshift=None, row=None, col=None, secondary_y=None, exclude_empty_subplots=None, **kwargs) -> 'FigureWidget' | Create and add a new annotation to the figure's layout | | Parameters | ---------- | arg | instance of Annotation or dict with compatible | properties | align | Sets the horizontal alignment of the `text` within the | box. Has an effect only if `text` spans two or more | lines (i.e. `text` contains one or more <br> HTML tags) | or if an explicit width is set to override the text | width. | arrowcolor | Sets the color of the annotation arrow. | arrowhead | Sets the end annotation arrow head style. | arrowside | Sets the annotation arrow head position. | arrowsize | Sets the size of the end annotation arrow head, | relative to `arrowwidth`. A value of 1 (default) gives | a head about 3x as wide as the line. | arrowwidth | Sets the width (in px) of annotation arrow line. | ax | Sets the x component of the arrow tail about the arrow | head. If `axref` is `pixel`, a positive (negative) | component corresponds to an arrow pointing from right | to left (left to right). If `axref` is not `pixel` and | is exactly the same as `xref`, this is an absolute | value on that axis, like `x`, specified in the same | coordinates as `xref`. | axref | Indicates in what coordinates the tail of the | annotation (ax,ay) is specified. If set to a x axis id | (e.g. "x" or "x2"), the `x` position refers to a x | coordinate. If set to "paper", the `x` position refers | to the distance from the left of the plotting area in | normalized coordinates where 0 (1) corresponds to the | left (right). If set to a x axis ID followed by | "domain" (separated by a space), the position behaves | like for "paper", but refers to the distance in | fractions of the domain length from the left of the | domain of that axis: e.g., *x2 domain* refers to the | domain of the second x axis and a x position of 0.5 | refers to the point between the left and the right of | the domain of the second x axis. In order for absolute | positioning of the arrow to work, "axref" must be | exactly the same as "xref", otherwise "axref" will | revert to "pixel" (explained next). For relative | positioning, "axref" can be set to "pixel", in which | case the "ax" value is specified in pixels relative to | "x". Absolute positioning is useful for trendline | annotations which should continue to indicate the | correct trend when zoomed. Relative positioning is | useful for specifying the text offset for an annotated | point. | ay | Sets the y component of the arrow tail about the arrow | head. If `ayref` is `pixel`, a positive (negative) | component corresponds to an arrow pointing from bottom | to top (top to bottom). If `ayref` is not `pixel` and | is exactly the same as `yref`, this is an absolute | value on that axis, like `y`, specified in the same | coordinates as `yref`. | ayref | Indicates in what coordinates the tail of the | annotation (ax,ay) is specified. If set to a y axis id | (e.g. "y" or "y2"), the `y` position refers to a y | coordinate. If set to "paper", the `y` position refers | to the distance from the bottom of the plotting area in | normalized coordinates where 0 (1) corresponds to the | bottom (top). If set to a y axis ID followed by | "domain" (separated by a space), the position behaves | like for "paper", but refers to the distance in | fractions of the domain length from the bottom of the | domain of that axis: e.g., *y2 domain* refers to the | domain of the second y axis and a y position of 0.5 | refers to the point between the bottom and the top of | the domain of the second y axis. In order for absolute | positioning of the arrow to work, "ayref" must be | exactly the same as "yref", otherwise "ayref" will | revert to "pixel" (explained next). For relative | positioning, "ayref" can be set to "pixel", in which | case the "ay" value is specified in pixels relative to | "y". Absolute positioning is useful for trendline | annotations which should continue to indicate the | correct trend when zoomed. Relative positioning is | useful for specifying the text offset for an annotated | point. | bgcolor | Sets the background color of the annotation. | bordercolor | Sets the color of the border enclosing the annotation | `text`. | borderpad | Sets the padding (in px) between the `text` and the | enclosing border. | borderwidth | Sets the width (in px) of the border enclosing the | annotation `text`. | captureevents | Determines whether the annotation text box captures | mouse move and click events, or allows those events to | pass through to data points in the plot that may be | behind the annotation. By default `captureevents` is | False unless `hovertext` is provided. If you use the | event `plotly_clickannotation` without `hovertext` you | must explicitly enable `captureevents`. | clicktoshow | Makes this annotation respond to clicks on the plot. If | you click a data point that exactly matches the `x` and | `y` values of this annotation, and it is hidden | (visible: false), it will appear. In "onoff" mode, you | must click the same point again to make it disappear, | so if you click multiple points, you can show multiple | annotations. In "onout" mode, a click anywhere else in | the plot (on another data point or not) will hide this | annotation. If you need to show/hide this annotation in | response to different `x` or `y` values, you can set | `xclick` and/or `yclick`. This is useful for example to | label the side of a bar. To label markers though, | `standoff` is preferred over `xclick` and `yclick`. | font | Sets the annotation text font. | height | Sets an explicit height for the text box. null | (default) lets the text set the box height. Taller text | will be clipped. | hoverlabel | :class:`plotly.graph_objects.layout.annotation.Hoverlab | el` instance or dict with compatible properties | hovertext | Sets text to appear when hovering over this annotation. | If omitted or blank, no hover label will appear. | name | When used in a template, named items are created in the | output figure in addition to any items the figure | already has in this array. You can modify these items | in the output figure by making your own item with | `templateitemname` matching this `name` alongside your | modifications (including `visible: false` or `enabled: | false` to hide it). Has no effect outside of a | template. | opacity | Sets the opacity of the annotation (text + arrow). | showarrow | Determines whether or not the annotation is drawn with | an arrow. If True, `text` is placed near the arrow's | tail. If False, `text` lines up with the `x` and `y` | provided. | standoff | Sets a distance, in pixels, to move the end arrowhead | away from the position it is pointing at, for example | to point at the edge of a marker independent of zoom. | Note that this shortens the arrow from the `ax` / `ay` | vector, in contrast to `xshift` / `yshift` which moves | everything by this amount. | startarrowhead | Sets the start annotation arrow head style. | startarrowsize | Sets the size of the start annotation arrow head, | relative to `arrowwidth`. A value of 1 (default) gives | a head about 3x as wide as the line. | startstandoff | Sets a distance, in pixels, to move the start arrowhead | away from the position it is pointing at, for example | to point at the edge of a marker independent of zoom. | Note that this shortens the arrow from the `ax` / `ay` | vector, in contrast to `xshift` / `yshift` which moves | everything by this amount. | templateitemname | Used to refer to a named item in this array in the | template. Named items from the template will be created | even without a matching item in the input figure, but | you can modify one by making an item with | `templateitemname` matching its `name`, alongside your | modifications (including `visible: false` or `enabled: | false` to hide it). If there is no template or no | matching item, this item will be hidden unless you | explicitly show it with `visible: true`. | text | Sets the text associated with this annotation. Plotly | uses a subset of HTML tags to do things like newline | (<br>), bold (<b></b>), italics (<i></i>), hyperlinks | (<a href='...'></a>). Tags <em>, <sup>, <sub>, <s>, <u> | <span> are also supported. | textangle | Sets the angle at which the `text` is drawn with | respect to the horizontal. | valign | Sets the vertical alignment of the `text` within the | box. Has an effect only if an explicit height is set to | override the text height. | visible | Determines whether or not this annotation is visible. | width | Sets an explicit width for the text box. null (default) | lets the text set the box width. Wider text will be | clipped. There is no automatic wrapping; use <br> to | start a new line. | x | Sets the annotation's x position. If the axis `type` is | "log", then you must take the log of your desired | range. If the axis `type` is "date", it should be date | strings, like date data, though Date objects and unix | milliseconds will be accepted and converted to strings. | If the axis `type` is "category", it should be numbers, | using the scale where each category is assigned a | serial number from zero in the order it appears. | xanchor | Sets the text box's horizontal position anchor This | anchor binds the `x` position to the "left", "center" | or "right" of the annotation. For example, if `x` is | set to 1, `xref` to "paper" and `xanchor` to "right" | then the right-most portion of the annotation lines up | with the right-most edge of the plotting area. If | "auto", the anchor is equivalent to "center" for data- | referenced annotations or if there is an arrow, whereas | for paper-referenced with no arrow, the anchor picked | corresponds to the closest side. | xclick | Toggle this annotation when clicking a data point whose | `x` value is `xclick` rather than the annotation's `x` | value. | xref | Sets the annotation's x coordinate axis. If set to a x | axis id (e.g. "x" or "x2"), the `x` position refers to | a x coordinate. If set to "paper", the `x` position | refers to the distance from the left of the plotting | area in normalized coordinates where 0 (1) corresponds | to the left (right). If set to a x axis ID followed by | "domain" (separated by a space), the position behaves | like for "paper", but refers to the distance in | fractions of the domain length from the left of the | domain of that axis: e.g., *x2 domain* refers to the | domain of the second x axis and a x position of 0.5 | refers to the point between the left and the right of | the domain of the second x axis. | xshift | Shifts the position of the whole annotation and arrow | to the right (positive) or left (negative) by this many | pixels. | y | Sets the annotation's y position. If the axis `type` is | "log", then you must take the log of your desired | range. If the axis `type` is "date", it should be date | strings, like date data, though Date objects and unix | milliseconds will be accepted and converted to strings. | If the axis `type` is "category", it should be numbers, | using the scale where each category is assigned a | serial number from zero in the order it appears. | yanchor | Sets the text box's vertical position anchor This | anchor binds the `y` position to the "top", "middle" or | "bottom" of the annotation. For example, if `y` is set | to 1, `yref` to "paper" and `yanchor` to "top" then the | top-most portion of the annotation lines up with the | top-most edge of the plotting area. If "auto", the | anchor is equivalent to "middle" for data-referenced | annotations or if there is an arrow, whereas for paper- | referenced with no arrow, the anchor picked corresponds | to the closest side. | yclick | Toggle this annotation when clicking a data point whose | `y` value is `yclick` rather than the annotation's `y` | value. | yref | Sets the annotation's y coordinate axis. If set to a y | axis id (e.g. "y" or "y2"), the `y` position refers to | a y coordinate. If set to "paper", the `y` position | refers to the distance from the bottom of the plotting | area in normalized coordinates where 0 (1) corresponds | to the bottom (top). If set to a y axis ID followed by | "domain" (separated by a space), the position behaves | like for "paper", but refers to the distance in | fractions of the domain length from the bottom of the | domain of that axis: e.g., *y2 domain* refers to the | domain of the second y axis and a y position of 0.5 | refers to the point between the bottom and the top of | the domain of the second y axis. | yshift | Shifts the position of the whole annotation and arrow | up (positive) or down (negative) by this many pixels. | row | Subplot row for annotation. If 'all', addresses all | rows in the specified column(s). | col | Subplot column for annotation. If 'all', addresses all | columns in the specified row(s). | secondary_y | Whether to add annotation to secondary y-axis | exclude_empty_subplots | If True, annotation will not be added to subplots | without traces. | | Returns | ------- | FigureWidget | | add_bar(self, alignmentgroup=None, base=None, basesrc=None, cliponaxis=None, constraintext=None, customdata=None, customdatasrc=None, dx=None, dy=None, error_x=None, error_y=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, insidetextanchor=None, insidetextfont=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, marker=None, meta=None, metasrc=None, name=None, offset=None, offsetgroup=None, offsetsrc=None, opacity=None, orientation=None, outsidetextfont=None, selected=None, selectedpoints=None, showlegend=None, stream=None, text=None, textangle=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, unselected=None, visible=None, width=None, widthsrc=None, x=None, x0=None, xaxis=None, xcalendar=None, xhoverformat=None, xperiod=None, xperiod0=None, xperiodalignment=None, xsrc=None, y=None, y0=None, yaxis=None, ycalendar=None, yhoverformat=None, yperiod=None, yperiod0=None, yperiodalignment=None, ysrc=None, zorder=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Bar trace | | The data visualized by the span of the bars is set in `y` if | `orientation` is set to "v" (the default) and the labels are | set in `x`. By setting `orientation` to "h", the roles are | interchanged. | | Parameters | ---------- | alignmentgroup | Set several traces linked to the same position axis or | matching axes to the same alignmentgroup. This controls | whether bars compute their positional range dependently | or independently. | base | Sets where the bar base is drawn (in position axis | units). In "stack" or "relative" barmode, traces that | set "base" will be excluded and drawn in "overlay" mode | instead. | basesrc | Sets the source reference on Chart Studio Cloud for | `base`. | cliponaxis | Determines whether the text nodes are clipped about the | subplot axes. To show the text nodes above axis lines | and tick labels, make sure to set `xaxis.layer` and | `yaxis.layer` to *below traces*. | constraintext | Constrain the size of text inside or outside a bar to | be no larger than the bar itself. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dx | Sets the x coordinate step. See `x0` for more info. | dy | Sets the y coordinate step. See `y0` for more info. | error_x | :class:`plotly.graph_objects.bar.ErrorX` instance or | dict with compatible properties | error_y | :class:`plotly.graph_objects.bar.ErrorY` instance or | dict with compatible properties | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.bar.Hoverlabel` instance | or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variables `value` and `label`. Anything contained in | tag `<extra>` is displayed in the secondary box, for | example "<extra>{fullData.name}</extra>". To hide the | secondary box completely, use an empty tag | `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (x,y) | pair. If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (x,y) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | insidetextanchor | Determines if texts are kept at center or start/end | points in `textposition` "inside" mode. | insidetextfont | Sets the font used for `text` lying inside the bar. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.bar.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | marker | :class:`plotly.graph_objects.bar.Marker` instance or | dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | offset | Shifts the position where the bar is drawn (in position | axis units). In "group" barmode, traces that set | "offset" will be excluded and drawn in "overlay" mode | instead. | offsetgroup | Set several traces linked to the same position axis or | matching axes to the same offsetgroup where bars of the | same position coordinate will line up. | offsetsrc | Sets the source reference on Chart Studio Cloud for | `offset`. | opacity | Sets the opacity of the trace. | orientation | Sets the orientation of the bars. With "v" ("h"), the | value of the each bar spans along the vertical | (horizontal). | outsidetextfont | Sets the font used for `text` lying outside the bar. | selected | :class:`plotly.graph_objects.bar.Selected` instance or | dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.bar.Stream` instance or | dict with compatible properties | text | Sets text elements associated with each (x,y) pair. If | a single string, the same string appears over all the | data points. If an array of string, the items are | mapped in order to the this trace's (x,y) coordinates. | If trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textangle | Sets the angle of the tick labels with respect to the | bar. For example, a `tickangle` of -90 draws the tick | labels vertically. With "auto" the texts may | automatically be rotated to fit with the maximum size | in bars. | textfont | Sets the font used for `text`. | textposition | Specifies the location of the `text`. "inside" | positions `text` inside, next to the bar end (rotated | and scaled if needed). "outside" positions `text` | outside, next to the bar end (scaled if needed), unless | there is another bar stacked on this one, then the text | gets pushed inside. "auto" tries to position `text` | inside the bar, but if the bar is too small and no bar | is stacked on this one the text is moved outside. If | "none", no text appears. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `value` and `label`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.bar.Unselected` instance | or dict with compatible properties | visible | 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). | width | Sets the bar width (in position axis units). | widthsrc | Sets the source reference on Chart Studio Cloud for | `width`. | x | Sets the x coordinates. | x0 | Alternate to `x`. Builds a linear space of x | coordinates. Use with `dx` where `x0` is the starting | coordinate and `dx` the step. | xaxis | 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 to `layout.xaxis2`, and so on. | xcalendar | Sets the calendar system to use with `x` date data. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the x | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | xperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the x0 axis. When `x0period` is round number | of weeks, the `x0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | xperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the x axis. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the y coordinates. | y0 | Alternate to `y`. Builds a linear space of y | coordinates. Use with `dy` where `y0` is the starting | coordinate and `dy` the step. | yaxis | 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 to `layout.yaxis2`, and so on. | ycalendar | Sets the calendar system to use with `y` date data. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | yperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the y | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | yperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the y0 axis. When `y0period` is round number | of weeks, the `y0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | yperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the y axis. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_barpolar(self, base=None, basesrc=None, customdata=None, customdatasrc=None, dr=None, dtheta=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, marker=None, meta=None, metasrc=None, name=None, offset=None, offsetsrc=None, opacity=None, r=None, r0=None, rsrc=None, selected=None, selectedpoints=None, showlegend=None, stream=None, subplot=None, text=None, textsrc=None, theta=None, theta0=None, thetasrc=None, thetaunit=None, uid=None, uirevision=None, unselected=None, visible=None, width=None, widthsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Barpolar trace | | The data visualized by the radial span of the bars is set in | `r` | | Parameters | ---------- | base | Sets where the bar base is drawn (in radial axis | units). In "stack" barmode, traces that set "base" will | be excluded and drawn in "overlay" mode instead. | basesrc | Sets the source reference on Chart Studio Cloud for | `base`. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dr | Sets the r coordinate step. | dtheta | Sets the theta coordinate step. By default, the | `dtheta` step equals the subplot's period divided by | the length of the `r` coordinates. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.barpolar.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.barpolar.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | marker | :class:`plotly.graph_objects.barpolar.Marker` instance | or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | offset | Shifts the angular position where the bar is drawn (in | "thetatunit" units). | offsetsrc | Sets the source reference on Chart Studio Cloud for | `offset`. | opacity | Sets the opacity of the trace. | r | Sets the radial coordinates | r0 | Alternate to `r`. Builds a linear space of r | coordinates. Use with `dr` where `r0` is the starting | coordinate and `dr` the step. | rsrc | Sets the source reference on Chart Studio Cloud for | `r`. | selected | :class:`plotly.graph_objects.barpolar.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.barpolar.Stream` instance | or dict with compatible properties | subplot | Sets a reference between this trace's data coordinates | and a polar subplot. If "polar" (the default value), | the data refer to `layout.polar`. If "polar2", the data | refer to `layout.polar2`, and so on. | text | Sets hover text elements associated with each bar. If a | single string, the same string appears over all bars. | If an array of string, the items are mapped in order to | the this trace's coordinates. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | theta | Sets the angular coordinates | theta0 | Alternate to `theta`. Builds a linear space of theta | coordinates. Use with `dtheta` where `theta0` is the | starting coordinate and `dtheta` the step. | thetasrc | Sets the source reference on Chart Studio Cloud for | `theta`. | thetaunit | Sets the unit of input "theta" values. Has an effect | only when on "linear" angular axes. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.barpolar.Unselected` | instance or dict with compatible properties | visible | 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). | width | Sets the bar angular width (in "thetaunit" units). | widthsrc | Sets the source reference on Chart Studio Cloud for | `width`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_box(self, alignmentgroup=None, boxmean=None, boxpoints=None, customdata=None, customdatasrc=None, dx=None, dy=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, jitter=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, lowerfence=None, lowerfencesrc=None, marker=None, mean=None, meansrc=None, median=None, mediansrc=None, meta=None, metasrc=None, name=None, notched=None, notchspan=None, notchspansrc=None, notchwidth=None, offsetgroup=None, opacity=None, orientation=None, pointpos=None, q1=None, q1src=None, q3=None, q3src=None, quartilemethod=None, sd=None, sdmultiple=None, sdsrc=None, selected=None, selectedpoints=None, showlegend=None, showwhiskers=None, sizemode=None, stream=None, text=None, textsrc=None, uid=None, uirevision=None, unselected=None, upperfence=None, upperfencesrc=None, visible=None, whiskerwidth=None, width=None, x=None, x0=None, xaxis=None, xcalendar=None, xhoverformat=None, xperiod=None, xperiod0=None, xperiodalignment=None, xsrc=None, y=None, y0=None, yaxis=None, ycalendar=None, yhoverformat=None, yperiod=None, yperiod0=None, yperiodalignment=None, ysrc=None, zorder=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Box trace | | Each box spans from quartile 1 (Q1) to quartile 3 (Q3). The | second quartile (Q2, i.e. the median) is marked by a line | inside the box. The fences grow outward from the boxes' edges, | by default they span +/- 1.5 times the interquartile range | (IQR: Q3-Q1), The sample mean and standard deviation as well as | notches and the sample, outlier and suspected outliers points | can be optionally added to the box plot. The values and | positions corresponding to each boxes can be input using two | signatures. The first signature expects users to supply the | sample values in the `y` data array for vertical boxes (`x` for | horizontal boxes). By supplying an `x` (`y`) array, one box per | distinct `x` (`y`) value is drawn If no `x` (`y`) list is | provided, a single box is drawn. In this case, the box is | positioned with the trace `name` or with `x0` (`y0`) if | provided. The second signature expects users to supply the | boxes corresponding Q1, median and Q3 statistics in the `q1`, | `median` and `q3` data arrays respectively. Other box features | relying on statistics namely `lowerfence`, `upperfence`, | `notchspan` can be set directly by the users. To have plotly | compute them or to show sample points besides the boxes, users | can set the `y` data array for vertical boxes (`x` for | horizontal boxes) to a 2D array with the outer length | corresponding to the number of boxes in the traces and the | inner length corresponding the sample size. | | Parameters | ---------- | alignmentgroup | Set several traces linked to the same position axis or | matching axes to the same alignmentgroup. This controls | whether bars compute their positional range dependently | or independently. | boxmean | If True, the mean of the box(es)' underlying | distribution is drawn as a dashed line inside the | box(es). If "sd" the standard deviation is also drawn. | Defaults to True when `mean` is set. Defaults to "sd" | when `sd` is set Otherwise defaults to False. | boxpoints | If "outliers", only the sample points lying outside the | whiskers are shown If "suspectedoutliers", the outlier | points are shown and points either less than 4*Q1-3*Q3 | or greater than 4*Q3-3*Q1 are highlighted (see | `outliercolor`) If "all", all sample points are shown | If False, only the box(es) are shown with no sample | points Defaults to "suspectedoutliers" when | `marker.outliercolor` or `marker.line.outliercolor` is | set. Defaults to "all" under the q1/median/q3 | signature. Otherwise defaults to "outliers". | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dx | Sets the x coordinate step for multi-box traces set | using q1/median/q3. | dy | Sets the y coordinate step for multi-box traces set | using q1/median/q3. | fillcolor | Sets the fill color. Defaults to a half-transparent | variant of the line color, marker color, or marker line | color, whichever is available. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.box.Hoverlabel` instance | or dict with compatible properties | hoveron | Do the hover effects highlight individual boxes or | sample points or both? | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | jitter | Sets the amount of jitter in the sample points drawn. | If 0, the sample points align along the distribution | axis. If 1, the sample points are drawn in a random | jitter of width equal to the width of the box(es). | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.box.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.box.Line` instance or dict | with compatible properties | lowerfence | Sets the lower fence values. There should be as many | items as the number of boxes desired. This attribute | has effect only under the q1/median/q3 signature. If | `lowerfence` is not provided but a sample (in `y` or | `x`) is set, we compute the lower as the last sample | point below 1.5 times the IQR. | lowerfencesrc | Sets the source reference on Chart Studio Cloud for | `lowerfence`. | marker | :class:`plotly.graph_objects.box.Marker` instance or | dict with compatible properties | mean | Sets the mean values. There should be as many items as | the number of boxes desired. This attribute has effect | only under the q1/median/q3 signature. If `mean` is not | provided but a sample (in `y` or `x`) is set, we | compute the mean for each box using the sample values. | meansrc | Sets the source reference on Chart Studio Cloud for | `mean`. | median | Sets the median values. There should be as many items | as the number of boxes desired. | mediansrc | Sets the source reference on Chart Studio Cloud for | `median`. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. For box traces, the name will | also be used for the position coordinate, if `x` and | `x0` (`y` and `y0` if horizontal) are missing and the | position axis is categorical | notched | Determines whether or not notches are drawn. Notches | displays a confidence interval around the median. We | compute the confidence interval as median +/- 1.57 * | IQR / sqrt(N), where IQR is the interquartile range and | N is the sample size. If two boxes' notches do not | overlap there is 95% confidence their medians differ. | See https://sites.google.com/site/davidsstatistics/home | /notched-box-plots for more info. Defaults to False | unless `notchwidth` or `notchspan` is set. | notchspan | Sets the notch span from the boxes' `median` values. | There should be as many items as the number of boxes | desired. This attribute has effect only under the | q1/median/q3 signature. If `notchspan` is not provided | but a sample (in `y` or `x`) is set, we compute it as | 1.57 * IQR / sqrt(N), where N is the sample size. | notchspansrc | Sets the source reference on Chart Studio Cloud for | `notchspan`. | notchwidth | Sets the width of the notches relative to the box' | width. For example, with 0, the notches are as wide as | the box(es). | offsetgroup | Set several traces linked to the same position axis or | matching axes to the same offsetgroup where bars of the | same position coordinate will line up. | opacity | Sets the opacity of the trace. | orientation | Sets the orientation of the box(es). If "v" ("h"), the | distribution is visualized along the vertical | (horizontal). | pointpos | Sets the position of the sample points in relation to | the box(es). If 0, the sample points are places over | the center of the box(es). Positive (negative) values | correspond to positions to the right (left) for | vertical boxes and above (below) for horizontal boxes | q1 | Sets the Quartile 1 values. There should be as many | items as the number of boxes desired. | q1src | Sets the source reference on Chart Studio Cloud for | `q1`. | q3 | Sets the Quartile 3 values. There should be as many | items as the number of boxes desired. | q3src | Sets the source reference on Chart Studio Cloud for | `q3`. | quartilemethod | Sets the method used to compute the sample's Q1 and Q3 | quartiles. The "linear" method uses the 25th percentile | for Q1 and 75th percentile for Q3 as computed using | method #10 (listed on | http://jse.amstat.org/v14n3/langford.html). The | "exclusive" method uses the median to divide the | ordered dataset into two halves if the sample is odd, | it does not include the median in either half - Q1 is | then the median of the lower half and Q3 the median of | the upper half. The "inclusive" method also uses the | median to divide the ordered dataset into two halves | but if the sample is odd, it includes the median in | both halves - Q1 is then the median of the lower half | and Q3 the median of the upper half. | sd | Sets the standard deviation values. There should be as | many items as the number of boxes desired. This | attribute has effect only under the q1/median/q3 | signature. If `sd` is not provided but a sample (in `y` | or `x`) is set, we compute the standard deviation for | each box using the sample values. | sdmultiple | Scales the box size when sizemode=sd Allowing boxes to | be drawn across any stddev range For example 1-stddev, | 3-stddev, 5-stddev | sdsrc | Sets the source reference on Chart Studio Cloud for | `sd`. | selected | :class:`plotly.graph_objects.box.Selected` instance or | dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showwhiskers | Determines whether or not whiskers are visible. | Defaults to true for `sizemode` "quartiles", false for | "sd". | sizemode | Sets the upper and lower bound for the boxes quartiles | means box is drawn between Q1 and Q3 SD means the box | is drawn between Mean +- Standard Deviation Argument | sdmultiple (default 1) to scale the box size So it | could be drawn 1-stddev, 3-stddev etc | stream | :class:`plotly.graph_objects.box.Stream` instance or | dict with compatible properties | text | Sets the text elements associated with each sample | value. If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (x,y) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.box.Unselected` instance | or dict with compatible properties | upperfence | Sets the upper fence values. There should be as many | items as the number of boxes desired. This attribute | has effect only under the q1/median/q3 signature. If | `upperfence` is not provided but a sample (in `y` or | `x`) is set, we compute the upper as the last sample | point above 1.5 times the IQR. | upperfencesrc | Sets the source reference on Chart Studio Cloud for | `upperfence`. | visible | 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). | whiskerwidth | Sets the width of the whiskers relative to the box' | width. For example, with 1, the whiskers are as wide as | the box(es). | width | Sets the width of the box in data coordinate If 0 | (default value) the width is automatically selected | based on the positions of other box traces in the same | subplot. | x | Sets the x sample data or coordinates. See overview for | more info. | x0 | Sets the x coordinate for single-box traces or the | starting coordinate for multi-box traces set using | q1/median/q3. See overview for more info. | xaxis | 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 to `layout.xaxis2`, and so on. | xcalendar | Sets the calendar system to use with `x` date data. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the x | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | xperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the x0 axis. When `x0period` is round number | of weeks, the `x0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | xperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the x axis. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the y sample data or coordinates. See overview for | more info. | y0 | Sets the y coordinate for single-box traces or the | starting coordinate for multi-box traces set using | q1/median/q3. See overview for more info. | yaxis | 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 to `layout.yaxis2`, and so on. | ycalendar | Sets the calendar system to use with `y` date data. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | yperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the y | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | yperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the y0 axis. When `y0period` is round number | of weeks, the `y0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | yperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the y axis. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_candlestick(self, close=None, closesrc=None, customdata=None, customdatasrc=None, decreasing=None, high=None, highsrc=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, increasing=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, low=None, lowsrc=None, meta=None, metasrc=None, name=None, opacity=None, open=None, opensrc=None, selectedpoints=None, showlegend=None, stream=None, text=None, textsrc=None, uid=None, uirevision=None, visible=None, whiskerwidth=None, x=None, xaxis=None, xcalendar=None, xhoverformat=None, xperiod=None, xperiod0=None, xperiodalignment=None, xsrc=None, yaxis=None, yhoverformat=None, zorder=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Candlestick trace | | The candlestick is a style of financial chart describing open, | high, low and close for a given `x` coordinate (most likely | time). The boxes represent the spread between the `open` and | `close` values and the lines represent the spread between the | `low` and `high` values Sample points where the close value is | higher (lower) then the open value are called increasing | (decreasing). By default, increasing candles are drawn in green | whereas decreasing are drawn in red. | | Parameters | ---------- | close | Sets the close values. | closesrc | Sets the source reference on Chart Studio Cloud for | `close`. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | decreasing | :class:`plotly.graph_objects.candlestick.Decreasing` | instance or dict with compatible properties | high | Sets the high values. | highsrc | Sets the source reference on Chart Studio Cloud for | `high`. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.candlestick.Hoverlabel` | instance or dict with compatible properties | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | increasing | :class:`plotly.graph_objects.candlestick.Increasing` | instance or dict with compatible properties | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.candlestick.Legendgrouptit | le` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.candlestick.Line` instance | or dict with compatible properties | low | Sets the low values. | lowsrc | Sets the source reference on Chart Studio Cloud for | `low`. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | open | Sets the open values. | opensrc | Sets the source reference on Chart Studio Cloud for | `open`. | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.candlestick.Stream` | instance or dict with compatible properties | text | Sets hover text elements associated with each sample | point. If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to this trace's sample points. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | whiskerwidth | Sets the width of the whiskers relative to the box' | width. For example, with 1, the whiskers are as wide as | the box(es). | x | Sets the x coordinates. If absent, linear coordinate | will be generated. | xaxis | 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 to `layout.xaxis2`, and so on. | xcalendar | Sets the calendar system to use with `x` date data. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the x | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | xperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the x0 axis. When `x0period` is round number | of weeks, the `x0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | xperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the x axis. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | yaxis | 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 to `layout.yaxis2`, and so on. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_carpet(self, a=None, a0=None, aaxis=None, asrc=None, b=None, b0=None, baxis=None, bsrc=None, carpet=None, cheaterslope=None, color=None, customdata=None, customdatasrc=None, da=None, db=None, font=None, ids=None, idssrc=None, legend=None, legendgrouptitle=None, legendrank=None, legendwidth=None, meta=None, metasrc=None, name=None, opacity=None, stream=None, uid=None, uirevision=None, visible=None, x=None, xaxis=None, xsrc=None, y=None, yaxis=None, ysrc=None, zorder=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Carpet trace | | The data describing carpet axis layout is set in `y` and | (optionally) also `x`. If only `y` is present, `x` the plot is | interpreted as a cheater plot and is filled in using the `y` | values. `x` and `y` may either be 2D arrays matching with each | dimension matching that of `a` and `b`, or they may be 1D | arrays with total length equal to that of `a` and `b`. | | Parameters | ---------- | a | An array containing values of the first parameter value | a0 | Alternate to `a`. Builds a linear space of a | coordinates. Use with `da` where `a0` is the starting | coordinate and `da` the step. | aaxis | :class:`plotly.graph_objects.carpet.Aaxis` instance or | dict with compatible properties | asrc | Sets the source reference on Chart Studio Cloud for | `a`. | b | A two dimensional array of y coordinates at each carpet | point. | b0 | Alternate to `b`. Builds a linear space of a | coordinates. Use with `db` where `b0` is the starting | coordinate and `db` the step. | baxis | :class:`plotly.graph_objects.carpet.Baxis` instance or | dict with compatible properties | bsrc | Sets the source reference on Chart Studio Cloud for | `b`. | carpet | An identifier for this carpet, so that `scattercarpet` | and `contourcarpet` traces can specify a carpet plot on | which they lie | cheaterslope | The shift applied to each successive row of data in | creating a cheater plot. Only used if `x` is been | omitted. | color | Sets default for all colors associated with this axis | all at once: line, font, tick, and grid colors. Grid | color is lightened by blending this with the plot | background Individual pieces can override this. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | da | Sets the a coordinate step. See `a0` for more info. | db | Sets the b coordinate step. See `b0` for more info. | font | The default font used for axis & tick labels on this | carpet | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgrouptitle | :class:`plotly.graph_objects.carpet.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | stream | :class:`plotly.graph_objects.carpet.Stream` instance or | dict with compatible properties | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | x | A two dimensional array of x coordinates at each carpet | point. If omitted, the plot is a cheater plot and the | xaxis is hidden by default. | xaxis | 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 to `layout.xaxis2`, and so on. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | A two dimensional array of y coordinates at each carpet | point. | yaxis | 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 to `layout.yaxis2`, and so on. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_choropleth(self, autocolorscale=None, coloraxis=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, featureidkey=None, geo=None, geojson=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, locationmode=None, locations=None, locationssrc=None, marker=None, meta=None, metasrc=None, name=None, reversescale=None, selected=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, text=None, textsrc=None, uid=None, uirevision=None, unselected=None, visible=None, z=None, zauto=None, zmax=None, zmid=None, zmin=None, zsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Choropleth trace | | The data that describes the choropleth value-to-color mapping | is set in `z`. The geographic locations corresponding to each | value in `z` are set in `locations`. | | Parameters | ---------- | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.choropleth.ColorBar` | instance or dict with compatible properties | colorscale | 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, use `zmin` and `zmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | featureidkey | Sets the key in GeoJSON features which is used as id to | match the items included in the `locations` array. Only | has an effect when `geojson` is set. Support nested | property, for example "properties.name". | geo | Sets a reference between this trace's geospatial | coordinates and a geographic map. If "geo" (the default | value), the geospatial coordinates refer to | `layout.geo`. If "geo2", the geospatial coordinates | refer to `layout.geo2`, and so on. | geojson | Sets optional GeoJSON data associated with this trace. | If not given, the features on the base map are used. It | can be set as a valid GeoJSON object or as a URL | string. Note that we only accept GeoJSONs of type | "FeatureCollection" or "Feature" with geometries of | type "Polygon" or "MultiPolygon". | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.choropleth.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.choropleth.Legendgrouptitl | e` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | locationmode | Determines the set of locations used to match entries | in `locations` to regions on the map. Values "ISO-3", | "USA-states", *country names* correspond to features on | the base map and value "geojson-id" corresponds to | features from a custom GeoJSON linked to the `geojson` | attribute. | locations | Sets the coordinates via location IDs or names. See | `locationmode` for more info. | locationssrc | Sets the source reference on Chart Studio Cloud for | `locations`. | marker | :class:`plotly.graph_objects.choropleth.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | reversescale | Reverses the color mapping if true. If true, `zmin` | will correspond to the last color in the array and | `zmax` will correspond to the first color. | selected | :class:`plotly.graph_objects.choropleth.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | stream | :class:`plotly.graph_objects.choropleth.Stream` | instance or dict with compatible properties | text | Sets the text elements associated with each location. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.choropleth.Unselected` | instance or dict with compatible properties | visible | 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). | z | Sets the color values. | zauto | Determines whether or not the color domain is computed | with respect to the input data (here in `z`) or the | bounds set in `zmin` and `zmax` Defaults to `false` | when `zmin` and `zmax` are set by the user. | zmax | Sets the upper bound of the color domain. Value should | have the same units as in `z` and if set, `zmin` must | be set as well. | zmid | Sets the mid-point of the color domain by scaling | `zmin` and/or `zmax` to be equidistant to this point. | Value should have the same units as in `z`. Has no | effect when `zauto` is `false`. | zmin | Sets the lower bound of the color domain. Value should | have the same units as in `z` and if set, `zmax` must | be set as well. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_choroplethmap(self, autocolorscale=None, below=None, coloraxis=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, featureidkey=None, geojson=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, locations=None, locationssrc=None, marker=None, meta=None, metasrc=None, name=None, reversescale=None, selected=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, subplot=None, text=None, textsrc=None, uid=None, uirevision=None, unselected=None, visible=None, z=None, zauto=None, zmax=None, zmid=None, zmin=None, zsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Choroplethmap trace | | GeoJSON features to be filled are set in `geojson` The data | that describes the choropleth value-to-color mapping is set in | `locations` and `z`. | | Parameters | ---------- | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | below | Determines if the choropleth polygons will be inserted | before the layer with the specified ID. By default, | choroplethmap traces are placed above the water layers. | If set to '', the layer will be inserted above every | existing layer. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.choroplethmap.ColorBar` | instance or dict with compatible properties | colorscale | 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, use `zmin` and `zmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | featureidkey | Sets the key in GeoJSON features which is used as id to | match the items included in the `locations` array. | Support nested property, for example "properties.name". | geojson | Sets the GeoJSON data associated with this trace. It | can be set as a valid GeoJSON object or as a URL | string. Note that we only accept GeoJSONs of type | "FeatureCollection" or "Feature" with geometries of | type "Polygon" or "MultiPolygon". | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.choroplethmap.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variable `properties` Anything contained in tag | `<extra>` is displayed in the secondary box, for | example "<extra>{fullData.name}</extra>". To hide the | secondary box completely, use an empty tag | `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.choroplethmap.Legendgroupt | itle` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | locations | Sets which features found in "geojson" to plot using | their feature `id` field. | locationssrc | Sets the source reference on Chart Studio Cloud for | `locations`. | marker | :class:`plotly.graph_objects.choroplethmap.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | reversescale | Reverses the color mapping if true. If true, `zmin` | will correspond to the last color in the array and | `zmax` will correspond to the first color. | selected | :class:`plotly.graph_objects.choroplethmap.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | stream | :class:`plotly.graph_objects.choroplethmap.Stream` | instance or dict with compatible properties | subplot | Sets a reference between this trace's data coordinates | and a map subplot. If "map" (the default value), the | data refer to `layout.map`. If "map2", the data refer | to `layout.map2`, and so on. | text | Sets the text elements associated with each location. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.choroplethmap.Unselected` | instance or dict with compatible properties | visible | 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). | z | Sets the color values. | zauto | Determines whether or not the color domain is computed | with respect to the input data (here in `z`) or the | bounds set in `zmin` and `zmax` Defaults to `false` | when `zmin` and `zmax` are set by the user. | zmax | Sets the upper bound of the color domain. Value should | have the same units as in `z` and if set, `zmin` must | be set as well. | zmid | Sets the mid-point of the color domain by scaling | `zmin` and/or `zmax` to be equidistant to this point. | Value should have the same units as in `z`. Has no | effect when `zauto` is `false`. | zmin | Sets the lower bound of the color domain. Value should | have the same units as in `z` and if set, `zmax` must | be set as well. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_choroplethmapbox(self, autocolorscale=None, below=None, coloraxis=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, featureidkey=None, geojson=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, locations=None, locationssrc=None, marker=None, meta=None, metasrc=None, name=None, reversescale=None, selected=None, selectedpoints=None, showlegend=None, showscale=None, stream=None, subplot=None, text=None, textsrc=None, uid=None, uirevision=None, unselected=None, visible=None, z=None, zauto=None, zmax=None, zmid=None, zmin=None, zsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Choroplethmapbox trace | | "choroplethmapbox" trace is deprecated! Please consider | switching to the "choroplethmap" trace type and `map` subplots. | Learn more at: https://plotly.com/python/maplibre-migration/ as | well as https://plotly.com/javascript/maplibre-migration/ | GeoJSON features to be filled are set in `geojson` The data | that describes the choropleth value-to-color mapping is set in | `locations` and `z`. | | Parameters | ---------- | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | below | Determines if the choropleth polygons will be inserted | before the layer with the specified ID. By default, | choroplethmapbox traces are placed above the water | layers. If set to '', the layer will be inserted above | every existing layer. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.choroplethmapbox.ColorBar` | instance or dict with compatible properties | colorscale | 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, use `zmin` and `zmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | featureidkey | Sets the key in GeoJSON features which is used as id to | match the items included in the `locations` array. | Support nested property, for example "properties.name". | geojson | Sets the GeoJSON data associated with this trace. It | can be set as a valid GeoJSON object or as a URL | string. Note that we only accept GeoJSONs of type | "FeatureCollection" or "Feature" with geometries of | type "Polygon" or "MultiPolygon". | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.choroplethmapbox.Hoverlabe | l` instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variable `properties` Anything contained in tag | `<extra>` is displayed in the secondary box, for | example "<extra>{fullData.name}</extra>". To hide the | secondary box completely, use an empty tag | `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.choroplethmapbox.Legendgro | uptitle` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | locations | Sets which features found in "geojson" to plot using | their feature `id` field. | locationssrc | Sets the source reference on Chart Studio Cloud for | `locations`. | marker | :class:`plotly.graph_objects.choroplethmapbox.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | reversescale | Reverses the color mapping if true. If true, `zmin` | will correspond to the last color in the array and | `zmax` will correspond to the first color. | selected | :class:`plotly.graph_objects.choroplethmapbox.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | stream | :class:`plotly.graph_objects.choroplethmapbox.Stream` | instance or dict with compatible properties | subplot | mapbox subplots and traces are deprecated! Please | consider switching to `map` subplots and traces. Learn | more at: https://plotly.com/python/maplibre-migration/ | as well as https://plotly.com/javascript/maplibre- | migration/ Sets a reference between this trace's data | coordinates and a mapbox subplot. If "mapbox" (the | default value), the data refer to `layout.mapbox`. If | "mapbox2", the data refer to `layout.mapbox2`, and so | on. | text | Sets the text elements associated with each location. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.choroplethmapbox.Unselecte | d` instance or dict with compatible properties | visible | 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). | z | Sets the color values. | zauto | Determines whether or not the color domain is computed | with respect to the input data (here in `z`) or the | bounds set in `zmin` and `zmax` Defaults to `false` | when `zmin` and `zmax` are set by the user. | zmax | Sets the upper bound of the color domain. Value should | have the same units as in `z` and if set, `zmin` must | be set as well. | zmid | Sets the mid-point of the color domain by scaling | `zmin` and/or `zmax` to be equidistant to this point. | Value should have the same units as in `z`. Has no | effect when `zauto` is `false`. | zmin | Sets the lower bound of the color domain. Value should | have the same units as in `z` and if set, `zmax` must | be set as well. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_cone(self, anchor=None, autocolorscale=None, cauto=None, cmax=None, cmid=None, cmin=None, coloraxis=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, lighting=None, lightposition=None, meta=None, metasrc=None, name=None, opacity=None, reversescale=None, scene=None, showlegend=None, showscale=None, sizemode=None, sizeref=None, stream=None, text=None, textsrc=None, u=None, uhoverformat=None, uid=None, uirevision=None, usrc=None, v=None, vhoverformat=None, visible=None, vsrc=None, w=None, whoverformat=None, wsrc=None, x=None, xhoverformat=None, xsrc=None, y=None, yhoverformat=None, ysrc=None, z=None, zhoverformat=None, zsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Cone trace | | Use cone traces to visualize vector fields. Specify a vector | field using 6 1D arrays, 3 position arrays `x`, `y` and `z` and | 3 vector component arrays `u`, `v`, `w`. The cones are drawn | exactly at the positions given by `x`, `y` and `z`. | | Parameters | ---------- | anchor | Sets the cones' anchor with respect to their x/y/z | positions. Note that "cm" denote the cone's center of | mass which corresponds to 1/4 from the tail to tip. | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | cauto | Determines whether or not the color domain is computed | with respect to the input data (here u/v/w norm) or the | bounds set in `cmin` and `cmax` Defaults to `false` | when `cmin` and `cmax` are set by the user. | cmax | Sets the upper bound of the color domain. Value should | have the same units as u/v/w norm and if set, `cmin` | must be set as well. | cmid | Sets the mid-point of the color domain by scaling | `cmin` and/or `cmax` to be equidistant to this point. | Value should have the same units as u/v/w norm. Has no | effect when `cauto` is `false`. | cmin | Sets the lower bound of the color domain. Value should | have the same units as u/v/w norm and if set, `cmax` | must be set as well. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.cone.ColorBar` instance or | dict with compatible properties | colorscale | 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, use `cmin` and `cmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.cone.Hoverlabel` instance | or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variable `norm` Anything contained in tag `<extra>` | is displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.cone.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | lighting | :class:`plotly.graph_objects.cone.Lighting` instance or | dict with compatible properties | lightposition | :class:`plotly.graph_objects.cone.Lightposition` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the surface. Please note that in | the case of using high `opacity` values for example a | value greater than or equal to 0.5 on two surfaces (and | 0.25 with four surfaces), an overlay of multiple | transparent surfaces may not perfectly be sorted in | depth by the webgl API. This behavior may be improved | in the near future and is subject to change. | reversescale | Reverses the color mapping if true. If true, `cmin` | will correspond to the last color in the array and | `cmax` will correspond to the first color. | scene | Sets a reference between this trace's 3D coordinate | system and a 3D scene. If "scene" (the default value), | the (x,y,z) coordinates refer to `layout.scene`. If | "scene2", the (x,y,z) coordinates refer to | `layout.scene2`, and so on. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | sizemode | Determines whether `sizeref` is set as a "scaled" (i.e | unitless) scalar (normalized by the max u/v/w norm in | the vector field) or as "absolute" value (in the same | units as the vector field). To display sizes in actual | vector length use "raw". | sizeref | Adjusts the cone size scaling. The size of the cones is | determined by their u/v/w norm multiplied a factor and | `sizeref`. This factor (computed internally) | corresponds to the minimum "time" to travel across two | successive x/y/z positions at the average velocity of | those two successive positions. All cones in a given | trace use the same factor. With `sizemode` set to | "raw", its default value is 1. With `sizemode` set to | "scaled", `sizeref` is unitless, its default value is | 0.5. With `sizemode` set to "absolute", `sizeref` has | the same units as the u/v/w vector field, its the | default value is half the sample's maximum vector norm. | stream | :class:`plotly.graph_objects.cone.Stream` instance or | dict with compatible properties | text | Sets the text elements associated with the cones. If | trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | u | Sets the x components of the vector field. | uhoverformat | Sets the hover text formatting rulefor `u` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: https://github.com/d | 3/d3-format/tree/v1.4.5#d3-format.By default the values | are formatted using generic number format. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | usrc | Sets the source reference on Chart Studio Cloud for | `u`. | v | Sets the y components of the vector field. | vhoverformat | Sets the hover text formatting rulefor `v` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: https://github.com/d | 3/d3-format/tree/v1.4.5#d3-format.By default the values | are formatted using generic number format. | visible | 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). | vsrc | Sets the source reference on Chart Studio Cloud for | `v`. | w | Sets the z components of the vector field. | whoverformat | Sets the hover text formatting rulefor `w` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: https://github.com/d | 3/d3-format/tree/v1.4.5#d3-format.By default the values | are formatted using generic number format. | wsrc | Sets the source reference on Chart Studio Cloud for | `w`. | x | Sets the x coordinates of the vector field and of the | displayed cones. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the y coordinates of the vector field and of the | displayed cones. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | z | Sets the z coordinates of the vector field and of the | displayed cones. | zhoverformat | Sets the hover text formatting rulefor `z` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `zaxis.hoverformat`. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_contour(self, autocolorscale=None, autocontour=None, coloraxis=None, colorbar=None, colorscale=None, connectgaps=None, contours=None, customdata=None, customdatasrc=None, dx=None, dy=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoverongaps=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, meta=None, metasrc=None, name=None, ncontours=None, opacity=None, reversescale=None, showlegend=None, showscale=None, stream=None, text=None, textfont=None, textsrc=None, texttemplate=None, transpose=None, uid=None, uirevision=None, visible=None, x=None, x0=None, xaxis=None, xcalendar=None, xhoverformat=None, xperiod=None, xperiod0=None, xperiodalignment=None, xsrc=None, xtype=None, y=None, y0=None, yaxis=None, ycalendar=None, yhoverformat=None, yperiod=None, yperiod0=None, yperiodalignment=None, ysrc=None, ytype=None, z=None, zauto=None, zhoverformat=None, zmax=None, zmid=None, zmin=None, zorder=None, zsrc=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Contour trace | | The data from which contour lines are computed is set in `z`. | Data in `z` must be a 2D list of numbers. Say that `z` has N | rows and M columns, then by default, these N rows correspond to | N y coordinates (set in `y` or auto-generated) and the M | columns correspond to M x coordinates (set in `x` or auto- | generated). By setting `transpose` to True, the above behavior | is flipped. | | Parameters | ---------- | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | autocontour | Determines whether or not the contour level attributes | are picked by an algorithm. If True, the number of | contour levels can be set in `ncontours`. If False, set | the contour level attributes in `contours`. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.contour.ColorBar` instance | or dict with compatible properties | colorscale | 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, use `zmin` and `zmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the `z` data are filled in. It is defaulted | to true if `z` is a one dimensional array otherwise it | is defaulted to false. | contours | :class:`plotly.graph_objects.contour.Contours` instance | or dict with compatible properties | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dx | Sets the x coordinate step. See `x0` for more info. | dy | Sets the y coordinate step. See `y0` for more info. | fillcolor | Sets the fill color if `contours.type` is "constraint". | Defaults to a half-transparent variant of the line | color, marker color, or marker line color, whichever is | available. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.contour.Hoverlabel` | instance or dict with compatible properties | hoverongaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the `z` data have hover labels associated | with them. | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.contour.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.contour.Line` instance or | dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | ncontours | Sets the maximum number of contour levels. The actual | number of contours will be chosen automatically to be | less than or equal to the value of `ncontours`. Has an | effect only if `autocontour` is True or if | `contours.size` is missing. | opacity | Sets the opacity of the trace. | reversescale | Reverses the color mapping if true. If true, `zmin` | will correspond to the last color in the array and | `zmax` will correspond to the first color. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | stream | :class:`plotly.graph_objects.contour.Stream` instance | or dict with compatible properties | text | Sets the text elements associated with each z value. | textfont | For this trace it only has an effect if `coloring` is | set to "heatmap". Sets the text font. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | For this trace it only has an effect if `coloring` is | set to "heatmap". Template string used for rendering | the information text that appear on points. Note that | this will override `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `x`, `y`, `z` and `text`. | transpose | Transposes the z data. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | x | Sets the x coordinates. | x0 | Alternate to `x`. Builds a linear space of x | coordinates. Use with `dx` where `x0` is the starting | coordinate and `dx` the step. | xaxis | 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 to `layout.xaxis2`, and so on. | xcalendar | Sets the calendar system to use with `x` date data. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the x | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | xperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the x0 axis. When `x0period` is round number | of weeks, the `x0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | xperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the x axis. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | xtype | If "array", the heatmap's x coordinates are given by | "x" (the default behavior when `x` is provided). If | "scaled", the heatmap's x coordinates are given by "x0" | and "dx" (the default behavior when `x` is not | provided). | y | Sets the y coordinates. | y0 | Alternate to `y`. Builds a linear space of y | coordinates. Use with `dy` where `y0` is the starting | coordinate and `dy` the step. | yaxis | 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 to `layout.yaxis2`, and so on. | ycalendar | Sets the calendar system to use with `y` date data. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | yperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the y | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | yperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the y0 axis. When `y0period` is round number | of weeks, the `y0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | yperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the y axis. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | ytype | If "array", the heatmap's y coordinates are given by | "y" (the default behavior when `y` is provided) If | "scaled", the heatmap's y coordinates are given by "y0" | and "dy" (the default behavior when `y` is not | provided) | z | Sets the z data. | zauto | Determines whether or not the color domain is computed | with respect to the input data (here in `z`) or the | bounds set in `zmin` and `zmax` Defaults to `false` | when `zmin` and `zmax` are set by the user. | zhoverformat | Sets the hover text formatting rulefor `z` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: https://github.com/d | 3/d3-format/tree/v1.4.5#d3-format.By default the values | are formatted using generic number format. | zmax | Sets the upper bound of the color domain. Value should | have the same units as in `z` and if set, `zmin` must | be set as well. | zmid | Sets the mid-point of the color domain by scaling | `zmin` and/or `zmax` to be equidistant to this point. | Value should have the same units as in `z`. Has no | effect when `zauto` is `false`. | zmin | Sets the lower bound of the color domain. Value should | have the same units as in `z` and if set, `zmax` must | be set as well. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_contourcarpet(self, a=None, a0=None, asrc=None, atype=None, autocolorscale=None, autocontour=None, b=None, b0=None, bsrc=None, btype=None, carpet=None, coloraxis=None, colorbar=None, colorscale=None, contours=None, customdata=None, customdatasrc=None, da=None, db=None, fillcolor=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, meta=None, metasrc=None, name=None, ncontours=None, opacity=None, reversescale=None, showlegend=None, showscale=None, stream=None, text=None, textsrc=None, transpose=None, uid=None, uirevision=None, visible=None, xaxis=None, yaxis=None, z=None, zauto=None, zmax=None, zmid=None, zmin=None, zorder=None, zsrc=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Contourcarpet trace | | Plots contours on either the first carpet axis or the carpet | axis with a matching `carpet` attribute. Data `z` is | interpreted as matching that of the corresponding carpet axis. | | Parameters | ---------- | a | Sets the x coordinates. | a0 | Alternate to `x`. Builds a linear space of x | coordinates. Use with `dx` where `x0` is the starting | coordinate and `dx` the step. | asrc | Sets the source reference on Chart Studio Cloud for | `a`. | atype | If "array", the heatmap's x coordinates are given by | "x" (the default behavior when `x` is provided). If | "scaled", the heatmap's x coordinates are given by "x0" | and "dx" (the default behavior when `x` is not | provided). | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | autocontour | Determines whether or not the contour level attributes | are picked by an algorithm. If True, the number of | contour levels can be set in `ncontours`. If False, set | the contour level attributes in `contours`. | b | Sets the y coordinates. | b0 | Alternate to `y`. Builds a linear space of y | coordinates. Use with `dy` where `y0` is the starting | coordinate and `dy` the step. | bsrc | Sets the source reference on Chart Studio Cloud for | `b`. | btype | If "array", the heatmap's y coordinates are given by | "y" (the default behavior when `y` is provided) If | "scaled", the heatmap's y coordinates are given by "y0" | and "dy" (the default behavior when `y` is not | provided) | carpet | The `carpet` of the carpet axes on which this contour | trace lies | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.contourcarpet.ColorBar` | instance or dict with compatible properties | colorscale | 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, use `zmin` and `zmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | contours | :class:`plotly.graph_objects.contourcarpet.Contours` | instance or dict with compatible properties | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | da | Sets the x coordinate step. See `x0` for more info. | db | Sets the y coordinate step. See `y0` for more info. | fillcolor | Sets the fill color if `contours.type` is "constraint". | Defaults to a half-transparent variant of the line | color, marker color, or marker line color, whichever is | available. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.contourcarpet.Legendgroupt | itle` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.contourcarpet.Line` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | ncontours | Sets the maximum number of contour levels. The actual | number of contours will be chosen automatically to be | less than or equal to the value of `ncontours`. Has an | effect only if `autocontour` is True or if | `contours.size` is missing. | opacity | Sets the opacity of the trace. | reversescale | Reverses the color mapping if true. If true, `zmin` | will correspond to the last color in the array and | `zmax` will correspond to the first color. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | stream | :class:`plotly.graph_objects.contourcarpet.Stream` | instance or dict with compatible properties | text | Sets the text elements associated with each z value. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | transpose | Transposes the z data. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | xaxis | 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 to `layout.xaxis2`, and so on. | yaxis | 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 to `layout.yaxis2`, and so on. | z | Sets the z data. | zauto | Determines whether or not the color domain is computed | with respect to the input data (here in `z`) or the | bounds set in `zmin` and `zmax` Defaults to `false` | when `zmin` and `zmax` are set by the user. | zmax | Sets the upper bound of the color domain. Value should | have the same units as in `z` and if set, `zmin` must | be set as well. | zmid | Sets the mid-point of the color domain by scaling | `zmin` and/or `zmax` to be equidistant to this point. | Value should have the same units as in `z`. Has no | effect when `zauto` is `false`. | zmin | Sets the lower bound of the color domain. Value should | have the same units as in `z` and if set, `zmax` must | be set as well. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_densitymap(self, autocolorscale=None, below=None, coloraxis=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, lat=None, latsrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, lon=None, lonsrc=None, meta=None, metasrc=None, name=None, opacity=None, radius=None, radiussrc=None, reversescale=None, showlegend=None, showscale=None, stream=None, subplot=None, text=None, textsrc=None, uid=None, uirevision=None, visible=None, z=None, zauto=None, zmax=None, zmid=None, zmin=None, zsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Densitymap trace | | Draws a bivariate kernel density estimation with a Gaussian | kernel from `lon` and `lat` coordinates and optional `z` values | using a colorscale. | | Parameters | ---------- | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | below | Determines if the densitymap trace will be inserted | before the layer with the specified ID. By default, | densitymap traces are placed below the first layer of | type symbol If set to '', the layer will be inserted | above every existing layer. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.densitymap.ColorBar` | instance or dict with compatible properties | colorscale | 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, use `zmin` and `zmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.densitymap.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (lon,lat) | pair If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (lon,lat) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | lat | Sets the latitude coordinates (in degrees North). | latsrc | Sets the source reference on Chart Studio Cloud for | `lat`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.densitymap.Legendgrouptitl | e` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | lon | Sets the longitude coordinates (in degrees East). | lonsrc | Sets the source reference on Chart Studio Cloud for | `lon`. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | radius | Sets the radius of influence of one `lon` / `lat` point | in pixels. Increasing the value makes the densitymap | trace smoother, but less detailed. | radiussrc | Sets the source reference on Chart Studio Cloud for | `radius`. | reversescale | Reverses the color mapping if true. If true, `zmin` | will correspond to the last color in the array and | `zmax` will correspond to the first color. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | stream | :class:`plotly.graph_objects.densitymap.Stream` | instance or dict with compatible properties | subplot | Sets a reference between this trace's data coordinates | and a map subplot. If "map" (the default value), the | data refer to `layout.map`. If "map2", the data refer | to `layout.map2`, and so on. | text | Sets text elements associated with each (lon,lat) pair | If a single string, the same string appears over all | the data points. If an array of string, the items are | mapped in order to the this trace's (lon,lat) | coordinates. If trace `hoverinfo` contains a "text" | flag and "hovertext" is not set, these elements will be | seen in the hover labels. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | z | Sets the points' weight. For example, a value of 10 | would be equivalent to having 10 points of weight 1 in | the same spot | zauto | Determines whether or not the color domain is computed | with respect to the input data (here in `z`) or the | bounds set in `zmin` and `zmax` Defaults to `false` | when `zmin` and `zmax` are set by the user. | zmax | Sets the upper bound of the color domain. Value should | have the same units as in `z` and if set, `zmin` must | be set as well. | zmid | Sets the mid-point of the color domain by scaling | `zmin` and/or `zmax` to be equidistant to this point. | Value should have the same units as in `z`. Has no | effect when `zauto` is `false`. | zmin | Sets the lower bound of the color domain. Value should | have the same units as in `z` and if set, `zmax` must | be set as well. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_densitymapbox(self, autocolorscale=None, below=None, coloraxis=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, lat=None, latsrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, lon=None, lonsrc=None, meta=None, metasrc=None, name=None, opacity=None, radius=None, radiussrc=None, reversescale=None, showlegend=None, showscale=None, stream=None, subplot=None, text=None, textsrc=None, uid=None, uirevision=None, visible=None, z=None, zauto=None, zmax=None, zmid=None, zmin=None, zsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Densitymapbox trace | | "densitymapbox" trace is deprecated! Please consider switching | to the "densitymap" trace type and `map` subplots. Learn more | at: https://plotly.com/python/maplibre-migration/ as well as | https://plotly.com/javascript/maplibre-migration/ Draws a | bivariate kernel density estimation with a Gaussian kernel from | `lon` and `lat` coordinates and optional `z` values using a | colorscale. | | Parameters | ---------- | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | below | Determines if the densitymapbox trace will be inserted | before the layer with the specified ID. By default, | densitymapbox traces are placed below the first layer | of type symbol If set to '', the layer will be inserted | above every existing layer. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.densitymapbox.ColorBar` | instance or dict with compatible properties | colorscale | 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, use `zmin` and `zmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.densitymapbox.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (lon,lat) | pair If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (lon,lat) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | lat | Sets the latitude coordinates (in degrees North). | latsrc | Sets the source reference on Chart Studio Cloud for | `lat`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.densitymapbox.Legendgroupt | itle` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | lon | Sets the longitude coordinates (in degrees East). | lonsrc | Sets the source reference on Chart Studio Cloud for | `lon`. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | radius | Sets the radius of influence of one `lon` / `lat` point | in pixels. Increasing the value makes the densitymapbox | trace smoother, but less detailed. | radiussrc | Sets the source reference on Chart Studio Cloud for | `radius`. | reversescale | Reverses the color mapping if true. If true, `zmin` | will correspond to the last color in the array and | `zmax` will correspond to the first color. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | stream | :class:`plotly.graph_objects.densitymapbox.Stream` | instance or dict with compatible properties | subplot | mapbox subplots and traces are deprecated! Please | consider switching to `map` subplots and traces. Learn | more at: https://plotly.com/python/maplibre-migration/ | as well as https://plotly.com/javascript/maplibre- | migration/ Sets a reference between this trace's data | coordinates and a mapbox subplot. If "mapbox" (the | default value), the data refer to `layout.mapbox`. If | "mapbox2", the data refer to `layout.mapbox2`, and so | on. | text | Sets text elements associated with each (lon,lat) pair | If a single string, the same string appears over all | the data points. If an array of string, the items are | mapped in order to the this trace's (lon,lat) | coordinates. If trace `hoverinfo` contains a "text" | flag and "hovertext" is not set, these elements will be | seen in the hover labels. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | z | Sets the points' weight. For example, a value of 10 | would be equivalent to having 10 points of weight 1 in | the same spot | zauto | Determines whether or not the color domain is computed | with respect to the input data (here in `z`) or the | bounds set in `zmin` and `zmax` Defaults to `false` | when `zmin` and `zmax` are set by the user. | zmax | Sets the upper bound of the color domain. Value should | have the same units as in `z` and if set, `zmin` must | be set as well. | zmid | Sets the mid-point of the color domain by scaling | `zmin` and/or `zmax` to be equidistant to this point. | Value should have the same units as in `z`. Has no | effect when `zauto` is `false`. | zmin | Sets the lower bound of the color domain. Value should | have the same units as in `z` and if set, `zmax` must | be set as well. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_funnel(self, alignmentgroup=None, cliponaxis=None, connector=None, constraintext=None, customdata=None, customdatasrc=None, dx=None, dy=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, insidetextanchor=None, insidetextfont=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, marker=None, meta=None, metasrc=None, name=None, offset=None, offsetgroup=None, opacity=None, orientation=None, outsidetextfont=None, selectedpoints=None, showlegend=None, stream=None, text=None, textangle=None, textfont=None, textinfo=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, visible=None, width=None, x=None, x0=None, xaxis=None, xhoverformat=None, xperiod=None, xperiod0=None, xperiodalignment=None, xsrc=None, y=None, y0=None, yaxis=None, yhoverformat=None, yperiod=None, yperiod0=None, yperiodalignment=None, ysrc=None, zorder=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Funnel trace | | Visualize stages in a process using length-encoded bars. This | trace can be used to show data in either a part-to-whole | representation wherein each item appears in a single stage, or | in a "drop-off" representation wherein each item appears in | each stage it traversed. See also the "funnelarea" trace type | for a different approach to visualizing funnel data. | | Parameters | ---------- | alignmentgroup | Set several traces linked to the same position axis or | matching axes to the same alignmentgroup. This controls | whether bars compute their positional range dependently | or independently. | cliponaxis | Determines whether the text nodes are clipped about the | subplot axes. To show the text nodes above axis lines | and tick labels, make sure to set `xaxis.layer` and | `yaxis.layer` to *below traces*. | connector | :class:`plotly.graph_objects.funnel.Connector` instance | or dict with compatible properties | constraintext | Constrain the size of text inside or outside a bar to | be no larger than the bar itself. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dx | Sets the x coordinate step. See `x0` for more info. | dy | Sets the y coordinate step. See `y0` for more info. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.funnel.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variables `percentInitial`, `percentPrevious` and | `percentTotal`. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (x,y) | pair. If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (x,y) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | insidetextanchor | Determines if texts are kept at center or start/end | points in `textposition` "inside" mode. | insidetextfont | Sets the font used for `text` lying inside the bar. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.funnel.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | marker | :class:`plotly.graph_objects.funnel.Marker` instance or | dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | offset | Shifts the position where the bar is drawn (in position | axis units). In "group" barmode, traces that set | "offset" will be excluded and drawn in "overlay" mode | instead. | offsetgroup | Set several traces linked to the same position axis or | matching axes to the same offsetgroup where bars of the | same position coordinate will line up. | opacity | Sets the opacity of the trace. | orientation | Sets the orientation of the funnels. With "v" ("h"), | the value of the each bar spans along the vertical | (horizontal). By default funnels are tend to be | oriented horizontally; unless only "y" array is | presented or orientation is set to "v". Also regarding | graphs including only 'horizontal' funnels, "autorange" | on the "y-axis" are set to "reversed". | outsidetextfont | Sets the font used for `text` lying outside the bar. | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.funnel.Stream` instance or | dict with compatible properties | text | Sets text elements associated with each (x,y) pair. If | a single string, the same string appears over all the | data points. If an array of string, the items are | mapped in order to the this trace's (x,y) coordinates. | If trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textangle | Sets the angle of the tick labels with respect to the | bar. For example, a `tickangle` of -90 draws the tick | labels vertically. With "auto" the texts may | automatically be rotated to fit with the maximum size | in bars. | textfont | Sets the font used for `text`. | textinfo | Determines which trace information appear on the graph. | In the case of having multiple funnels, percentages & | totals are computed separately (per trace). | textposition | Specifies the location of the `text`. "inside" | positions `text` inside, next to the bar end (rotated | and scaled if needed). "outside" positions `text` | outside, next to the bar end (scaled if needed), unless | there is another bar stacked on this one, then the text | gets pushed inside. "auto" tries to position `text` | inside the bar, but if the bar is too small and no bar | is stacked on this one the text is moved outside. If | "none", no text appears. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `percentInitial`, `percentPrevious`, | `percentTotal`, `label` and `value`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | width | Sets the bar width (in position axis units). | x | Sets the x coordinates. | x0 | Alternate to `x`. Builds a linear space of x | coordinates. Use with `dx` where `x0` is the starting | coordinate and `dx` the step. | xaxis | 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 to `layout.xaxis2`, and so on. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the x | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | xperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the x0 axis. When `x0period` is round number | of weeks, the `x0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | xperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the x axis. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the y coordinates. | y0 | Alternate to `y`. Builds a linear space of y | coordinates. Use with `dy` where `y0` is the starting | coordinate and `dy` the step. | yaxis | 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 to `layout.yaxis2`, and so on. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | yperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the y | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | yperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the y0 axis. When `y0period` is round number | of weeks, the `y0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | yperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the y axis. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_funnelarea(self, aspectratio=None, baseratio=None, customdata=None, customdatasrc=None, dlabel=None, domain=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, insidetextfont=None, label0=None, labels=None, labelssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, marker=None, meta=None, metasrc=None, name=None, opacity=None, scalegroup=None, showlegend=None, stream=None, text=None, textfont=None, textinfo=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, title=None, uid=None, uirevision=None, values=None, valuessrc=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Funnelarea trace | | Visualize stages in a process using area-encoded trapezoids. | This trace can be used to show data in a part-to-whole | representation similar to a "pie" trace, wherein each item | appears in a single stage. See also the "funnel" trace type for | a different approach to visualizing funnel data. | | Parameters | ---------- | aspectratio | Sets the ratio between height and width | baseratio | Sets the ratio between bottom length and maximum top | length. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dlabel | Sets the label step. See `label0` for more info. | domain | :class:`plotly.graph_objects.funnelarea.Domain` | instance or dict with compatible properties | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.funnelarea.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variables `label`, `color`, `value`, `text` and | `percent`. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each sector. | If a single string, the same string appears for all | data points. If an array of string, the items are | mapped in order of this trace's sectors. To be seen, | trace `hoverinfo` must contain a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | insidetextfont | Sets the font used for `textinfo` lying inside the | sector. | label0 | Alternate to `labels`. Builds a numeric set of labels. | Use with `dlabel` where `label0` is the starting label | and `dlabel` the step. | labels | Sets the sector labels. If `labels` entries are | duplicated, we sum associated `values` or simply count | occurrences if `values` is not provided. For other | array attributes (including color) we use the first | non-empty entry among all occurrences of the label. | labelssrc | Sets the source reference on Chart Studio Cloud for | `labels`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.funnelarea.Legendgrouptitl | e` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | marker | :class:`plotly.graph_objects.funnelarea.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | scalegroup | If there are multiple funnelareas that should be sized | according to their totals, link them by providing a | non-empty group id here shared by every trace in the | same group. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.funnelarea.Stream` | instance or dict with compatible properties | text | Sets text elements associated with each sector. If | trace `textinfo` contains a "text" flag, these elements | will be seen on the chart. If trace `hoverinfo` | contains a "text" flag and "hovertext" is not set, | these elements will be seen in the hover labels. | textfont | Sets the font used for `textinfo`. | textinfo | Determines which trace information appear on the graph. | textposition | Specifies the location of the `textinfo`. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `label`, `color`, `value`, `text` and | `percent`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | title | :class:`plotly.graph_objects.funnelarea.Title` instance | or dict with compatible properties | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | values | Sets the values of the sectors. If omitted, we count | occurrences of each label. | valuessrc | Sets the source reference on Chart Studio Cloud for | `values`. | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_heatmap(self, autocolorscale=None, coloraxis=None, colorbar=None, colorscale=None, connectgaps=None, customdata=None, customdatasrc=None, dx=None, dy=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoverongaps=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, meta=None, metasrc=None, name=None, opacity=None, reversescale=None, showlegend=None, showscale=None, stream=None, text=None, textfont=None, textsrc=None, texttemplate=None, transpose=None, uid=None, uirevision=None, visible=None, x=None, x0=None, xaxis=None, xcalendar=None, xgap=None, xhoverformat=None, xperiod=None, xperiod0=None, xperiodalignment=None, xsrc=None, xtype=None, y=None, y0=None, yaxis=None, ycalendar=None, ygap=None, yhoverformat=None, yperiod=None, yperiod0=None, yperiodalignment=None, ysrc=None, ytype=None, z=None, zauto=None, zhoverformat=None, zmax=None, zmid=None, zmin=None, zorder=None, zsmooth=None, zsrc=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Heatmap trace | | The data that describes the heatmap value-to-color mapping is | set in `z`. Data in `z` can either be a 2D list of values | (ragged or not) or a 1D array of values. In the case where `z` | is a 2D list, say that `z` has N rows and M columns. Then, by | default, the resulting heatmap will have N partitions along the | y axis and M partitions along the x axis. In other words, the | i-th row/ j-th column cell in `z` is mapped to the i-th | partition of the y axis (starting from the bottom of the plot) | and the j-th partition of the x-axis (starting from the left of | the plot). This behavior can be flipped by using `transpose`. | Moreover, `x` (`y`) can be provided with M or M+1 (N or N+1) | elements. If M (N), then the coordinates correspond to the | center of the heatmap cells and the cells have equal width. If | M+1 (N+1), then the coordinates correspond to the edges of the | heatmap cells. In the case where `z` is a 1D list, the x and y | coordinates must be provided in `x` and `y` respectively to | form data triplets. | | Parameters | ---------- | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.heatmap.ColorBar` instance | or dict with compatible properties | colorscale | 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, use `zmin` and `zmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the `z` data are filled in. It is defaulted | to true if `z` is a one dimensional array and `zsmooth` | is not false; otherwise it is defaulted to false. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dx | Sets the x coordinate step. See `x0` for more info. | dy | Sets the y coordinate step. See `y0` for more info. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.heatmap.Hoverlabel` | instance or dict with compatible properties | hoverongaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the `z` data have hover labels associated | with them. | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.heatmap.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | reversescale | Reverses the color mapping if true. If true, `zmin` | will correspond to the last color in the array and | `zmax` will correspond to the first color. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | stream | :class:`plotly.graph_objects.heatmap.Stream` instance | or dict with compatible properties | text | Sets the text elements associated with each z value. | textfont | Sets the text font. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `x`, `y`, `z` and `text`. | transpose | Transposes the z data. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | x | Sets the x coordinates. | x0 | Alternate to `x`. Builds a linear space of x | coordinates. Use with `dx` where `x0` is the starting | coordinate and `dx` the step. | xaxis | 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 to `layout.xaxis2`, and so on. | xcalendar | Sets the calendar system to use with `x` date data. | xgap | Sets the horizontal gap (in pixels) between bricks. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the x | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | xperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the x0 axis. When `x0period` is round number | of weeks, the `x0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | xperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the x axis. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | xtype | If "array", the heatmap's x coordinates are given by | "x" (the default behavior when `x` is provided). If | "scaled", the heatmap's x coordinates are given by "x0" | and "dx" (the default behavior when `x` is not | provided). | y | Sets the y coordinates. | y0 | Alternate to `y`. Builds a linear space of y | coordinates. Use with `dy` where `y0` is the starting | coordinate and `dy` the step. | yaxis | 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 to `layout.yaxis2`, and so on. | ycalendar | Sets the calendar system to use with `y` date data. | ygap | Sets the vertical gap (in pixels) between bricks. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | yperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the y | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | yperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the y0 axis. When `y0period` is round number | of weeks, the `y0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | yperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the y axis. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | ytype | If "array", the heatmap's y coordinates are given by | "y" (the default behavior when `y` is provided) If | "scaled", the heatmap's y coordinates are given by "y0" | and "dy" (the default behavior when `y` is not | provided) | z | Sets the z data. | zauto | Determines whether or not the color domain is computed | with respect to the input data (here in `z`) or the | bounds set in `zmin` and `zmax` Defaults to `false` | when `zmin` and `zmax` are set by the user. | zhoverformat | Sets the hover text formatting rulefor `z` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: https://github.com/d | 3/d3-format/tree/v1.4.5#d3-format.By default the values | are formatted using generic number format. | zmax | Sets the upper bound of the color domain. Value should | have the same units as in `z` and if set, `zmin` must | be set as well. | zmid | Sets the mid-point of the color domain by scaling | `zmin` and/or `zmax` to be equidistant to this point. | Value should have the same units as in `z`. Has no | effect when `zauto` is `false`. | zmin | Sets the lower bound of the color domain. Value should | have the same units as in `z` and if set, `zmax` must | be set as well. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | zsmooth | Picks a smoothing algorithm use to smooth `z` data. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_histogram(self, alignmentgroup=None, autobinx=None, autobiny=None, bingroup=None, cliponaxis=None, constraintext=None, cumulative=None, customdata=None, customdatasrc=None, error_x=None, error_y=None, histfunc=None, histnorm=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, insidetextanchor=None, insidetextfont=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, marker=None, meta=None, metasrc=None, name=None, nbinsx=None, nbinsy=None, offsetgroup=None, opacity=None, orientation=None, outsidetextfont=None, selected=None, selectedpoints=None, showlegend=None, stream=None, text=None, textangle=None, textfont=None, textposition=None, textsrc=None, texttemplate=None, uid=None, uirevision=None, unselected=None, visible=None, x=None, xaxis=None, xbins=None, xcalendar=None, xhoverformat=None, xsrc=None, y=None, yaxis=None, ybins=None, ycalendar=None, yhoverformat=None, ysrc=None, zorder=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Histogram trace | | The sample data from which statistics are computed is set in | `x` for vertically spanning histograms and in `y` for | horizontally spanning histograms. Binning options are set | `xbins` and `ybins` respectively if no aggregation data is | provided. | | Parameters | ---------- | alignmentgroup | Set several traces linked to the same position axis or | matching axes to the same alignmentgroup. This controls | whether bars compute their positional range dependently | or independently. | autobinx | Obsolete: since v1.42 each bin attribute is auto- | determined separately and `autobinx` is not needed. | However, we accept `autobinx: true` or `false` and will | update `xbins` accordingly before deleting `autobinx` | from the trace. | autobiny | Obsolete: since v1.42 each bin attribute is auto- | determined separately and `autobiny` is not needed. | However, we accept `autobiny: true` or `false` and will | update `ybins` accordingly before deleting `autobiny` | from the trace. | bingroup | Set a group of histogram traces which will have | compatible bin settings. Note that traces on the same | subplot and with the same "orientation" under `barmode` | "stack", "relative" and "group" are forced into the | same bingroup, Using `bingroup`, traces under `barmode` | "overlay" and on different axes (of the same axis type) | can have compatible bin settings. Note that histogram | and histogram2d* trace can share the same `bingroup` | cliponaxis | Determines whether the text nodes are clipped about the | subplot axes. To show the text nodes above axis lines | and tick labels, make sure to set `xaxis.layer` and | `yaxis.layer` to *below traces*. | constraintext | Constrain the size of text inside or outside a bar to | be no larger than the bar itself. | cumulative | :class:`plotly.graph_objects.histogram.Cumulative` | instance or dict with compatible properties | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | error_x | :class:`plotly.graph_objects.histogram.ErrorX` instance | or dict with compatible properties | error_y | :class:`plotly.graph_objects.histogram.ErrorY` instance | or dict with compatible properties | histfunc | 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. | histnorm | 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). | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.histogram.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variable `binNumber` Anything contained in tag | `<extra>` is displayed in the secondary box, for | example "<extra>{fullData.name}</extra>". To hide the | secondary box completely, use an empty tag | `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | insidetextanchor | Determines if texts are kept at center or start/end | points in `textposition` "inside" mode. | insidetextfont | Sets the font used for `text` lying inside the bar. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.histogram.Legendgrouptitle | ` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | marker | :class:`plotly.graph_objects.histogram.Marker` instance | or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | nbinsx | 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.size` is provided. | nbinsy | 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.size` is provided. | offsetgroup | Set several traces linked to the same position axis or | matching axes to the same offsetgroup where bars of the | same position coordinate will line up. | opacity | Sets the opacity of the trace. | orientation | Sets the orientation of the bars. With "v" ("h"), the | value of the each bar spans along the vertical | (horizontal). | outsidetextfont | Sets the font used for `text` lying outside the bar. | selected | :class:`plotly.graph_objects.histogram.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.histogram.Stream` instance | or dict with compatible properties | text | Sets hover text elements associated with each bar. If a | single string, the same string appears over all bars. | If an array of string, the items are mapped in order to | the this trace's coordinates. | textangle | Sets the angle of the tick labels with respect to the | bar. For example, a `tickangle` of -90 draws the tick | labels vertically. With "auto" the texts may | automatically be rotated to fit with the maximum size | in bars. | textfont | Sets the text font. | textposition | Specifies the location of the `text`. "inside" | positions `text` inside, next to the bar end (rotated | and scaled if needed). "outside" positions `text` | outside, next to the bar end (scaled if needed), unless | there is another bar stacked on this one, then the text | gets pushed inside. "auto" tries to position `text` | inside the bar, but if the bar is too small and no bar | is stacked on this one the text is moved outside. If | "none", no text appears. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `label` and `value`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.histogram.Unselected` | instance or dict with compatible properties | visible | 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). | x | Sets the sample data to be binned on the x axis. | xaxis | 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 to `layout.xaxis2`, and so on. | xbins | :class:`plotly.graph_objects.histogram.XBins` instance | or dict with compatible properties | xcalendar | Sets the calendar system to use with `x` date data. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the sample data to be binned on the y axis. | yaxis | 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 to `layout.yaxis2`, and so on. | ybins | :class:`plotly.graph_objects.histogram.YBins` instance | or dict with compatible properties | ycalendar | Sets the calendar system to use with `y` date data. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_histogram2d(self, autobinx=None, autobiny=None, autocolorscale=None, bingroup=None, coloraxis=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, histfunc=None, histnorm=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, marker=None, meta=None, metasrc=None, name=None, nbinsx=None, nbinsy=None, opacity=None, reversescale=None, showlegend=None, showscale=None, stream=None, textfont=None, texttemplate=None, uid=None, uirevision=None, visible=None, x=None, xaxis=None, xbingroup=None, xbins=None, xcalendar=None, xgap=None, xhoverformat=None, xsrc=None, y=None, yaxis=None, ybingroup=None, ybins=None, ycalendar=None, ygap=None, yhoverformat=None, ysrc=None, z=None, zauto=None, zhoverformat=None, zmax=None, zmid=None, zmin=None, zsmooth=None, zsrc=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Histogram2d trace | | 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. | | Parameters | ---------- | autobinx | Obsolete: since v1.42 each bin attribute is auto- | determined separately and `autobinx` is not needed. | However, we accept `autobinx: true` or `false` and will | update `xbins` accordingly before deleting `autobinx` | from the trace. | autobiny | Obsolete: since v1.42 each bin attribute is auto- | determined separately and `autobiny` is not needed. | However, we accept `autobiny: true` or `false` and will | update `ybins` accordingly before deleting `autobiny` | from the trace. | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | bingroup | Set the `xbingroup` and `ybingroup` default prefix For | example, setting a `bingroup` of 1 on two histogram2d | traces will make them their x-bins and y-bins match | separately. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.histogram2d.ColorBar` | instance or dict with compatible properties | colorscale | 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, use `zmin` and `zmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | histfunc | 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. | histnorm | 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). | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.histogram2d.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variable `z` Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.histogram2d.Legendgrouptit | le` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | marker | :class:`plotly.graph_objects.histogram2d.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | nbinsx | 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.size` is provided. | nbinsy | 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.size` is provided. | opacity | Sets the opacity of the trace. | reversescale | Reverses the color mapping if true. If true, `zmin` | will correspond to the last color in the array and | `zmax` will correspond to the first color. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | stream | :class:`plotly.graph_objects.histogram2d.Stream` | instance or dict with compatible properties | textfont | Sets the text font. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variable `z` | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | x | Sets the sample data to be binned on the x axis. | xaxis | 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 to `layout.xaxis2`, and so on. | xbingroup | 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 same `xbingroup` value can be used to set | (1D) histogram `bingroup` | xbins | :class:`plotly.graph_objects.histogram2d.XBins` | instance or dict with compatible properties | xcalendar | Sets the calendar system to use with `x` date data. | xgap | Sets the horizontal gap (in pixels) between bricks. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the sample data to be binned on the y axis. | yaxis | 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 to `layout.yaxis2`, and so on. | ybingroup | 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 same `ybingroup` value can be used to set | (1D) histogram `bingroup` | ybins | :class:`plotly.graph_objects.histogram2d.YBins` | instance or dict with compatible properties | ycalendar | Sets the calendar system to use with `y` date data. | ygap | Sets the vertical gap (in pixels) between bricks. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | z | Sets the aggregation data. | zauto | Determines whether or not the color domain is computed | with respect to the input data (here in `z`) or the | bounds set in `zmin` and `zmax` Defaults to `false` | when `zmin` and `zmax` are set by the user. | zhoverformat | Sets the hover text formatting rulefor `z` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: https://github.com/d | 3/d3-format/tree/v1.4.5#d3-format.By default the values | are formatted using generic number format. | zmax | Sets the upper bound of the color domain. Value should | have the same units as in `z` and if set, `zmin` must | be set as well. | zmid | Sets the mid-point of the color domain by scaling | `zmin` and/or `zmax` to be equidistant to this point. | Value should have the same units as in `z`. Has no | effect when `zauto` is `false`. | zmin | Sets the lower bound of the color domain. Value should | have the same units as in `z` and if set, `zmax` must | be set as well. | zsmooth | Picks a smoothing algorithm use to smooth `z` data. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_histogram2dcontour(self, autobinx=None, autobiny=None, autocolorscale=None, autocontour=None, bingroup=None, coloraxis=None, colorbar=None, colorscale=None, contours=None, customdata=None, customdatasrc=None, histfunc=None, histnorm=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, marker=None, meta=None, metasrc=None, name=None, nbinsx=None, nbinsy=None, ncontours=None, opacity=None, reversescale=None, showlegend=None, showscale=None, stream=None, textfont=None, texttemplate=None, uid=None, uirevision=None, visible=None, x=None, xaxis=None, xbingroup=None, xbins=None, xcalendar=None, xhoverformat=None, xsrc=None, y=None, yaxis=None, ybingroup=None, ybins=None, ycalendar=None, yhoverformat=None, ysrc=None, z=None, zauto=None, zhoverformat=None, zmax=None, zmid=None, zmin=None, zsrc=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Histogram2dContour trace | | 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 contour plot. | | Parameters | ---------- | autobinx | Obsolete: since v1.42 each bin attribute is auto- | determined separately and `autobinx` is not needed. | However, we accept `autobinx: true` or `false` and will | update `xbins` accordingly before deleting `autobinx` | from the trace. | autobiny | Obsolete: since v1.42 each bin attribute is auto- | determined separately and `autobiny` is not needed. | However, we accept `autobiny: true` or `false` and will | update `ybins` accordingly before deleting `autobiny` | from the trace. | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | autocontour | Determines whether or not the contour level attributes | are picked by an algorithm. If True, the number of | contour levels can be set in `ncontours`. If False, set | the contour level attributes in `contours`. | bingroup | Set the `xbingroup` and `ybingroup` default prefix For | example, setting a `bingroup` of 1 on two histogram2d | traces will make them their x-bins and y-bins match | separately. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.histogram2dcontour.ColorBa | r` instance or dict with compatible properties | colorscale | 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, use `zmin` and `zmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | contours | :class:`plotly.graph_objects.histogram2dcontour.Contour | s` instance or dict with compatible properties | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | histfunc | 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. | histnorm | 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). | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.histogram2dcontour.Hoverla | bel` instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variable `z` Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.histogram2dcontour.Legendg | rouptitle` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.histogram2dcontour.Line` | instance or dict with compatible properties | marker | :class:`plotly.graph_objects.histogram2dcontour.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | nbinsx | 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.size` is provided. | nbinsy | 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.size` is provided. | ncontours | Sets the maximum number of contour levels. The actual | number of contours will be chosen automatically to be | less than or equal to the value of `ncontours`. Has an | effect only if `autocontour` is True or if | `contours.size` is missing. | opacity | Sets the opacity of the trace. | reversescale | Reverses the color mapping if true. If true, `zmin` | will correspond to the last color in the array and | `zmax` will correspond to the first color. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | stream | :class:`plotly.graph_objects.histogram2dcontour.Stream` | instance or dict with compatible properties | textfont | For this trace it only has an effect if `coloring` is | set to "heatmap". Sets the text font. | texttemplate | For this trace it only has an effect if `coloring` is | set to "heatmap". Template string used for rendering | the information text that appear on points. Note that | this will override `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `x`, `y`, `z` and `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | x | Sets the sample data to be binned on the x axis. | xaxis | 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 to `layout.xaxis2`, and so on. | xbingroup | 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 same `xbingroup` value can be used to set | (1D) histogram `bingroup` | xbins | :class:`plotly.graph_objects.histogram2dcontour.XBins` | instance or dict with compatible properties | xcalendar | Sets the calendar system to use with `x` date data. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the sample data to be binned on the y axis. | yaxis | 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 to `layout.yaxis2`, and so on. | ybingroup | 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 same `ybingroup` value can be used to set | (1D) histogram `bingroup` | ybins | :class:`plotly.graph_objects.histogram2dcontour.YBins` | instance or dict with compatible properties | ycalendar | Sets the calendar system to use with `y` date data. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | z | Sets the aggregation data. | zauto | Determines whether or not the color domain is computed | with respect to the input data (here in `z`) or the | bounds set in `zmin` and `zmax` Defaults to `false` | when `zmin` and `zmax` are set by the user. | zhoverformat | Sets the hover text formatting rulefor `z` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: https://github.com/d | 3/d3-format/tree/v1.4.5#d3-format.By default the values | are formatted using generic number format. | zmax | Sets the upper bound of the color domain. Value should | have the same units as in `z` and if set, `zmin` must | be set as well. | zmid | Sets the mid-point of the color domain by scaling | `zmin` and/or `zmax` to be equidistant to this point. | Value should have the same units as in `z`. Has no | effect when `zauto` is `false`. | zmin | Sets the lower bound of the color domain. Value should | have the same units as in `z` and if set, `zmax` must | be set as well. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_hline(self, y, row='all', col='all', exclude_empty_subplots=True, annotation=None, **kwargs) -> 'FigureWidget' | Add a horizontal line to a plot or subplot that extends infinitely in the | x-dimension. | | Parameters | ---------- | y: float or int | A number representing the y coordinate of the horizontal line. | exclude_empty_subplots: Boolean | If True (default) do not place the shape on subplots that have no data | plotted on them. | row: None, int or 'all' | Subplot row for shape indexed starting at 1. If 'all', addresses all rows in | the specified column(s). If both row and col are None, addresses the | first subplot if subplots exist, or the only plot. By default is "all". | col: None, int or 'all' | Subplot column for shape indexed starting at 1. If 'all', addresses all rows in | the specified column(s). If both row and col are None, addresses the | first subplot if subplots exist, or the only plot. By default is "all". | annotation: dict or plotly.graph_objects.layout.Annotation. If dict(), | it is interpreted as describing an annotation. The annotation is | placed relative to the shape based on annotation_position (see | below) unless its x or y value has been specified for the annotation | passed here. xref and yref are always the same as for the added | shape and cannot be overridden. | annotation_position: a string containing optionally ["top", "bottom"] | and ["left", "right"] specifying where the text should be anchored | to on the line. Example positions are "bottom left", "right top", | "right", "bottom". If an annotation is added but annotation_position is | not specified, this defaults to "top right". | annotation_*: any parameters to go.layout.Annotation can be passed as | keywords by prefixing them with "annotation_". For example, to specify the | annotation text "example" you can pass annotation_text="example" as a | keyword argument. | **kwargs: | Any named function parameters that can be passed to 'add_shape', | except for x0, x1, y0, y1 or type. | | add_hrect(self, y0, y1, row='all', col='all', exclude_empty_subplots=True, annotation=None, **kwargs) -> 'FigureWidget' | Add a rectangle to a plot or subplot that extends infinitely in the | x-dimension. | | Parameters | ---------- | y0: float or int | A number representing the y coordinate of one side of the rectangle. | y1: float or int | A number representing the y coordinate of the other side of the rectangle. | exclude_empty_subplots: Boolean | If True (default) do not place the shape on subplots that have no data | plotted on them. | row: None, int or 'all' | Subplot row for shape indexed starting at 1. If 'all', addresses all rows in | the specified column(s). If both row and col are None, addresses the | first subplot if subplots exist, or the only plot. By default is "all". | col: None, int or 'all' | Subplot column for shape indexed starting at 1. If 'all', addresses all rows in | the specified column(s). If both row and col are None, addresses the | first subplot if subplots exist, or the only plot. By default is "all". | annotation: dict or plotly.graph_objects.layout.Annotation. If dict(), | it is interpreted as describing an annotation. The annotation is | placed relative to the shape based on annotation_position (see | below) unless its x or y value has been specified for the annotation | passed here. xref and yref are always the same as for the added | shape and cannot be overridden. | annotation_position: a string containing optionally ["inside", "outside"], ["top", "bottom"] | and ["left", "right"] specifying where the text should be anchored | to on the rectangle. Example positions are "outside top left", "inside | bottom", "right", "inside left", "inside" ("outside" is not supported). If | an annotation is added but annotation_position is not specified this | defaults to "inside top right". | annotation_*: any parameters to go.layout.Annotation can be passed as | keywords by prefixing them with "annotation_". For example, to specify the | annotation text "example" you can pass annotation_text="example" as a | keyword argument. | **kwargs: | Any named function parameters that can be passed to 'add_shape', | except for x0, x1, y0, y1 or type. | | add_icicle(self, branchvalues=None, count=None, customdata=None, customdatasrc=None, domain=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, insidetextfont=None, labels=None, labelssrc=None, leaf=None, legend=None, legendgrouptitle=None, legendrank=None, legendwidth=None, level=None, marker=None, maxdepth=None, meta=None, metasrc=None, name=None, opacity=None, outsidetextfont=None, parents=None, parentssrc=None, pathbar=None, root=None, sort=None, stream=None, text=None, textfont=None, textinfo=None, textposition=None, textsrc=None, texttemplate=None, texttemplatesrc=None, tiling=None, uid=None, uirevision=None, values=None, valuessrc=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Icicle trace | | Visualize hierarchal data from leaves (and/or outer branches) | towards root with rectangles. The icicle sectors are determined | by the entries in "labels" or "ids" and in "parents". | | Parameters | ---------- | branchvalues | Determines how the items in `values` are summed. When | set to "total", items in `values` are taken to be value | of all its descendants. When set to "remainder", items | in `values` corresponding to the root and the branches | sectors are taken to be the extra part not part of the | sum of the values at their leaves. | count | Determines default for `values` when it is not | provided, by inferring a 1 for each of the "leaves" | and/or "branches", otherwise 0. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | domain | :class:`plotly.graph_objects.icicle.Domain` instance or | dict with compatible properties | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.icicle.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variables `currentPath`, `root`, `entry`, | `percentRoot`, `percentEntry` and `percentParent`. | Anything contained in tag `<extra>` is displayed in the | secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each sector. | If a single string, the same string appears for all | data points. If an array of string, the items are | mapped in order of this trace's sectors. To be seen, | trace `hoverinfo` must contain a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | insidetextfont | Sets the font used for `textinfo` lying inside the | sector. | labels | Sets the labels of each of the sectors. | labelssrc | Sets the source reference on Chart Studio Cloud for | `labels`. | leaf | :class:`plotly.graph_objects.icicle.Leaf` instance or | dict with compatible properties | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgrouptitle | :class:`plotly.graph_objects.icicle.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | level | Sets the level from which this trace hierarchy is | rendered. Set `level` to `''` to start from the root | node in the hierarchy. Must be an "id" if `ids` is | filled in, otherwise plotly attempts to find a matching | item in `labels`. | marker | :class:`plotly.graph_objects.icicle.Marker` instance or | dict with compatible properties | maxdepth | Sets the number of rendered sectors from any given | `level`. Set `maxdepth` to "-1" to render all the | levels in the hierarchy. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | outsidetextfont | Sets the font used for `textinfo` lying outside the | sector. This option refers to the root of the hierarchy | presented on top left corner of a treemap graph. Please | note that if a hierarchy has multiple root nodes, this | option won't have any effect and `insidetextfont` would | be used. | parents | Sets the parent sectors for each of the sectors. Empty | string items '' are understood to reference the root | node in the hierarchy. If `ids` is filled, `parents` | items are understood to be "ids" themselves. When `ids` | is not set, plotly attempts to find matching items in | `labels`, but beware they must be unique. | parentssrc | Sets the source reference on Chart Studio Cloud for | `parents`. | pathbar | :class:`plotly.graph_objects.icicle.Pathbar` instance | or dict with compatible properties | root | :class:`plotly.graph_objects.icicle.Root` instance or | dict with compatible properties | sort | Determines whether or not the sectors are reordered | from largest to smallest. | stream | :class:`plotly.graph_objects.icicle.Stream` instance or | dict with compatible properties | text | Sets text elements associated with each sector. If | trace `textinfo` contains a "text" flag, these elements | will be seen on the chart. If trace `hoverinfo` | contains a "text" flag and "hovertext" is not set, | these elements will be seen in the hover labels. | textfont | Sets the font used for `textinfo`. | textinfo | Determines which trace information appear on the graph. | textposition | Sets the positions of the `text` elements. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `currentPath`, `root`, `entry`, | `percentRoot`, `percentEntry`, `percentParent`, `label` | and `value`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | tiling | :class:`plotly.graph_objects.icicle.Tiling` instance or | dict with compatible properties | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | values | Sets the values associated with each of the sectors. | Use with `branchvalues` to determine how the values are | summed. | valuessrc | Sets the source reference on Chart Studio Cloud for | `values`. | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_image(self, colormodel=None, customdata=None, customdatasrc=None, dx=None, dy=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgrouptitle=None, legendrank=None, legendwidth=None, meta=None, metasrc=None, name=None, opacity=None, source=None, stream=None, text=None, textsrc=None, uid=None, uirevision=None, visible=None, x0=None, xaxis=None, y0=None, yaxis=None, z=None, zmax=None, zmin=None, zorder=None, zsmooth=None, zsrc=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Image trace | | Display an image, i.e. data on a 2D regular raster. By default, | when an image is displayed in a subplot, its y axis will be | reversed (ie. `autorange: 'reversed'`), constrained to the | domain (ie. `constrain: 'domain'`) and it will have the same | scale as its x axis (ie. `scaleanchor: 'x,`) in order for | pixels to be rendered as squares. | | Parameters | ---------- | colormodel | Color model used to map the numerical color components | described in `z` into colors. If `source` is specified, | this attribute will be set to `rgba256` otherwise it | defaults to `rgb`. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dx | Set the pixel's horizontal size. | dy | Set the pixel's vertical size | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.image.Hoverlabel` instance | or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variables `z`, `color` and `colormodel`. Anything | contained in tag `<extra>` is displayed in the | secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgrouptitle | :class:`plotly.graph_objects.image.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | source | Specifies the data URI of the image to be visualized. | The URI consists of "data:image/[<media | subtype>][;base64],<data>" | stream | :class:`plotly.graph_objects.image.Stream` instance or | dict with compatible properties | text | Sets the text elements associated with each z value. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | x0 | Set the image's x position. The left edge of the image | (or the right edge if the x axis is reversed or dx is | negative) will be found at xmin=x0-dx/2 | xaxis | 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 to `layout.xaxis2`, and so on. | y0 | Set the image's y position. The top edge of the image | (or the bottom edge if the y axis is NOT reversed or if | dy is negative) will be found at ymin=y0-dy/2. By | default when an image trace is included, the y axis | will be reversed so that the image is right-side-up, | but you can disable this by setting | yaxis.autorange=true or by providing an explicit y axis | range. | yaxis | 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 to `layout.yaxis2`, and so on. | z | A 2-dimensional array in which each element is an array | of 3 or 4 numbers representing a color. | zmax | Array defining the higher bound for each color | component. Note that the default value will depend on | the colormodel. For the `rgb` colormodel, it is [255, | 255, 255]. For the `rgba` colormodel, it is [255, 255, | 255, 1]. For the `rgba256` colormodel, it is [255, 255, | 255, 255]. For the `hsl` colormodel, it is [360, 100, | 100]. For the `hsla` colormodel, it is [360, 100, 100, | 1]. | zmin | Array defining the lower bound for each color | component. Note that the default value will depend on | the colormodel. For the `rgb` colormodel, it is [0, 0, | 0]. For the `rgba` colormodel, it is [0, 0, 0, 0]. For | the `rgba256` colormodel, it is [0, 0, 0, 0]. For the | `hsl` colormodel, it is [0, 0, 0]. For the `hsla` | colormodel, it is [0, 0, 0, 0]. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | zsmooth | Picks a smoothing algorithm used to smooth `z` data. | This only applies for image traces that use the | `source` attribute. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_indicator(self, align=None, customdata=None, customdatasrc=None, delta=None, domain=None, gauge=None, ids=None, idssrc=None, legend=None, legendgrouptitle=None, legendrank=None, legendwidth=None, meta=None, metasrc=None, mode=None, name=None, number=None, stream=None, title=None, uid=None, uirevision=None, value=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Indicator trace | | An indicator is used to visualize a single `value` along with | some contextual information such as `steps` or a `threshold`, | using a combination of three visual elements: a number, a | delta, and/or a gauge. Deltas are taken with respect to a | `reference`. Gauges can be either angular or bullet (aka | linear) gauges. | | Parameters | ---------- | align | Sets the horizontal alignment of the `text` within the | box. Note that this attribute has no effect if an | angular gauge is displayed: in this case, it is always | centered | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | delta | :class:`plotly.graph_objects.indicator.Delta` instance | or dict with compatible properties | domain | :class:`plotly.graph_objects.indicator.Domain` instance | or dict with compatible properties | gauge | The gauge of the Indicator plot. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgrouptitle | :class:`plotly.graph_objects.indicator.Legendgrouptitle | ` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | mode | Determines how the value is displayed on the graph. | `number` displays the value numerically in text. | `delta` displays the difference to a reference value in | text. Finally, `gauge` displays the value graphically | on an axis. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | number | :class:`plotly.graph_objects.indicator.Number` instance | or dict with compatible properties | stream | :class:`plotly.graph_objects.indicator.Stream` instance | or dict with compatible properties | title | :class:`plotly.graph_objects.indicator.Title` instance | or dict with compatible properties | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | value | Sets the number to be displayed. | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_isosurface(self, autocolorscale=None, caps=None, cauto=None, cmax=None, cmid=None, cmin=None, coloraxis=None, colorbar=None, colorscale=None, contour=None, customdata=None, customdatasrc=None, flatshading=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, isomax=None, isomin=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, lighting=None, lightposition=None, meta=None, metasrc=None, name=None, opacity=None, reversescale=None, scene=None, showlegend=None, showscale=None, slices=None, spaceframe=None, stream=None, surface=None, text=None, textsrc=None, uid=None, uirevision=None, value=None, valuehoverformat=None, valuesrc=None, visible=None, x=None, xhoverformat=None, xsrc=None, y=None, yhoverformat=None, ysrc=None, z=None, zhoverformat=None, zsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Isosurface trace | | Draws isosurfaces between iso-min and iso-max values with | coordinates given by four 1-dimensional arrays containing the | `value`, `x`, `y` and `z` of every vertex of a uniform or non- | uniform 3-D grid. Horizontal or vertical slices, caps as well | as spaceframe between iso-min and iso-max values could also be | drawn using this trace. | | Parameters | ---------- | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | caps | :class:`plotly.graph_objects.isosurface.Caps` instance | or dict with compatible properties | cauto | Determines whether or not the color domain is computed | with respect to the input data (here `value`) or the | bounds set in `cmin` and `cmax` Defaults to `false` | when `cmin` and `cmax` are set by the user. | cmax | Sets the upper bound of the color domain. Value should | have the same units as `value` and if set, `cmin` must | be set as well. | cmid | Sets the mid-point of the color domain by scaling | `cmin` and/or `cmax` to be equidistant to this point. | Value should have the same units as `value`. Has no | effect when `cauto` is `false`. | cmin | Sets the lower bound of the color domain. Value should | have the same units as `value` and if set, `cmax` must | be set as well. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.isosurface.ColorBar` | instance or dict with compatible properties | colorscale | 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, use `cmin` and `cmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | contour | :class:`plotly.graph_objects.isosurface.Contour` | instance or dict with compatible properties | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | flatshading | Determines whether or not normal smoothing is applied | to the meshes, creating meshes with an angular, low- | poly look via flat reflections. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.isosurface.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | isomax | Sets the maximum boundary for iso-surface plot. | isomin | Sets the minimum boundary for iso-surface plot. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.isosurface.Legendgrouptitl | e` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | lighting | :class:`plotly.graph_objects.isosurface.Lighting` | instance or dict with compatible properties | lightposition | :class:`plotly.graph_objects.isosurface.Lightposition` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the surface. Please note that in | the case of using high `opacity` values for example a | value greater than or equal to 0.5 on two surfaces (and | 0.25 with four surfaces), an overlay of multiple | transparent surfaces may not perfectly be sorted in | depth by the webgl API. This behavior may be improved | in the near future and is subject to change. | reversescale | Reverses the color mapping if true. If true, `cmin` | will correspond to the last color in the array and | `cmax` will correspond to the first color. | scene | Sets a reference between this trace's 3D coordinate | system and a 3D scene. If "scene" (the default value), | the (x,y,z) coordinates refer to `layout.scene`. If | "scene2", the (x,y,z) coordinates refer to | `layout.scene2`, and so on. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | slices | :class:`plotly.graph_objects.isosurface.Slices` | instance or dict with compatible properties | spaceframe | :class:`plotly.graph_objects.isosurface.Spaceframe` | instance or dict with compatible properties | stream | :class:`plotly.graph_objects.isosurface.Stream` | instance or dict with compatible properties | surface | :class:`plotly.graph_objects.isosurface.Surface` | instance or dict with compatible properties | text | Sets the text elements associated with the vertices. If | trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | value | Sets the 4th dimension (value) of the vertices. | valuehoverformat | Sets the hover text formatting rulefor `value` using | d3 formatting mini-languages which are very similar to | those in Python. For numbers, see: https://github.com/d | 3/d3-format/tree/v1.4.5#d3-format.By default the values | are formatted using generic number format. | valuesrc | Sets the source reference on Chart Studio Cloud for | `value`. | visible | 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). | x | Sets the X coordinates of the vertices on X axis. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the Y coordinates of the vertices on Y axis. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | z | Sets the Z coordinates of the vertices on Z axis. | zhoverformat | Sets the hover text formatting rulefor `z` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `zaxis.hoverformat`. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_layout_image(self, arg=None, layer=None, name=None, opacity=None, sizex=None, sizey=None, sizing=None, source=None, templateitemname=None, visible=None, x=None, xanchor=None, xref=None, y=None, yanchor=None, yref=None, row=None, col=None, secondary_y=None, exclude_empty_subplots=None, **kwargs) -> 'FigureWidget' | Create and add a new image to the figure's layout | | Parameters | ---------- | arg | instance of Image or dict with compatible properties | layer | Specifies whether images are drawn below or above | traces. When `xref` and `yref` are both set to `paper`, | image is drawn below the entire plot area. | name | When used in a template, named items are created in the | output figure in addition to any items the figure | already has in this array. You can modify these items | in the output figure by making your own item with | `templateitemname` matching this `name` alongside your | modifications (including `visible: false` or `enabled: | false` to hide it). Has no effect outside of a | template. | opacity | Sets the opacity of the image. | sizex | Sets the image container size horizontally. The image | will be sized based on the `position` value. When | `xref` is set to `paper`, units are sized relative to | the plot width. When `xref` ends with ` domain`, units | are sized relative to the axis width. | sizey | Sets the image container size vertically. The image | will be sized based on the `position` value. When | `yref` is set to `paper`, units are sized relative to | the plot height. When `yref` ends with ` domain`, units | are sized relative to the axis height. | sizing | Specifies which dimension of the image to constrain. | source | Specifies the URL of the image to be used. The URL must | be accessible from the domain where the plot code is | run, and can be either relative or absolute. | templateitemname | Used to refer to a named item in this array in the | template. Named items from the template will be created | even without a matching item in the input figure, but | you can modify one by making an item with | `templateitemname` matching its `name`, alongside your | modifications (including `visible: false` or `enabled: | false` to hide it). If there is no template or no | matching item, this item will be hidden unless you | explicitly show it with `visible: true`. | visible | Determines whether or not this image is visible. | x | Sets the image's x position. When `xref` is set to | `paper`, units are sized relative to the plot height. | See `xref` for more info | xanchor | Sets the anchor for the x position | xref | Sets the images's x coordinate axis. If set to a x axis | id (e.g. "x" or "x2"), the `x` position refers to a x | coordinate. If set to "paper", the `x` position refers | to the distance from the left of the plotting area in | normalized coordinates where 0 (1) corresponds to the | left (right). If set to a x axis ID followed by | "domain" (separated by a space), the position behaves | like for "paper", but refers to the distance in | fractions of the domain length from the left of the | domain of that axis: e.g., *x2 domain* refers to the | domain of the second x axis and a x position of 0.5 | refers to the point between the left and the right of | the domain of the second x axis. | y | Sets the image's y position. When `yref` is set to | `paper`, units are sized relative to the plot height. | See `yref` for more info | yanchor | Sets the anchor for the y position. | yref | Sets the images's y coordinate axis. If set to a y axis | id (e.g. "y" or "y2"), the `y` position refers to a y | coordinate. If set to "paper", the `y` position refers | to the distance from the bottom of the plotting area in | normalized coordinates where 0 (1) corresponds to the | bottom (top). If set to a y axis ID followed by | "domain" (separated by a space), the position behaves | like for "paper", but refers to the distance in | fractions of the domain length from the bottom of the | domain of that axis: e.g., *y2 domain* refers to the | domain of the second y axis and a y position of 0.5 | refers to the point between the bottom and the top of | the domain of the second y axis. | row | Subplot row for image. If 'all', addresses all rows in | the specified column(s). | col | Subplot column for image. If 'all', addresses all | columns in the specified row(s). | secondary_y | Whether to add image to secondary y-axis | exclude_empty_subplots | If True, image will not be added to subplots without | traces. | | Returns | ------- | FigureWidget | | add_mesh3d(self, alphahull=None, autocolorscale=None, cauto=None, cmax=None, cmid=None, cmin=None, color=None, coloraxis=None, colorbar=None, colorscale=None, contour=None, customdata=None, customdatasrc=None, delaunayaxis=None, facecolor=None, facecolorsrc=None, flatshading=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, i=None, ids=None, idssrc=None, intensity=None, intensitymode=None, intensitysrc=None, isrc=None, j=None, jsrc=None, k=None, ksrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, lighting=None, lightposition=None, meta=None, metasrc=None, name=None, opacity=None, reversescale=None, scene=None, showlegend=None, showscale=None, stream=None, text=None, textsrc=None, uid=None, uirevision=None, vertexcolor=None, vertexcolorsrc=None, visible=None, x=None, xcalendar=None, xhoverformat=None, xsrc=None, y=None, ycalendar=None, yhoverformat=None, ysrc=None, z=None, zcalendar=None, zhoverformat=None, zsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Mesh3d trace | | Draws sets of triangles with coordinates given by three | 1-dimensional arrays in `x`, `y`, `z` and (1) a sets of `i`, | `j`, `k` indices (2) Delaunay triangulation or (3) the Alpha- | shape algorithm or (4) the Convex-hull algorithm | | Parameters | ---------- | alphahull | Determines how the mesh surface triangles are derived | from the set of vertices (points) represented by the | `x`, `y` and `z` arrays, if the `i`, `j`, `k` arrays | are not supplied. For general use of `mesh3d` it is | preferred that `i`, `j`, `k` are supplied. If "-1", | Delaunay triangulation is used, which is mainly | suitable if the mesh is a single, more or less layer | surface that is perpendicular to `delaunayaxis`. In | case the `delaunayaxis` intersects the mesh surface at | more than one point it will result triangles that are | very long in the dimension of `delaunayaxis`. If ">0", | the alpha-shape algorithm is used. In this case, the | positive `alphahull` value signals the use of the | alpha-shape algorithm, _and_ its value acts as the | parameter for the mesh fitting. If 0, the convex-hull | algorithm is used. It is suitable for convex bodies or | if the intention is to enclose the `x`, `y` and `z` | point set into a convex hull. | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | cauto | Determines whether or not the color domain is computed | with respect to the input data (here `intensity`) or | the bounds set in `cmin` and `cmax` Defaults to `false` | when `cmin` and `cmax` are set by the user. | cmax | Sets the upper bound of the color domain. Value should | have the same units as `intensity` and if set, `cmin` | must be set as well. | cmid | Sets the mid-point of the color domain by scaling | `cmin` and/or `cmax` to be equidistant to this point. | Value should have the same units as `intensity`. Has no | effect when `cauto` is `false`. | cmin | Sets the lower bound of the color domain. Value should | have the same units as `intensity` and if set, `cmax` | must be set as well. | color | Sets the color of the whole mesh | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.mesh3d.ColorBar` instance | or dict with compatible properties | colorscale | 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, use `cmin` and `cmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | contour | :class:`plotly.graph_objects.mesh3d.Contour` instance | or dict with compatible properties | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | delaunayaxis | Sets the Delaunay axis, which is the axis that is | perpendicular to the surface of the Delaunay | triangulation. It has an effect if `i`, `j`, `k` are | not provided and `alphahull` is set to indicate | Delaunay triangulation. | facecolor | Sets the color of each face Overrides "color" and | "vertexcolor". | facecolorsrc | Sets the source reference on Chart Studio Cloud for | `facecolor`. | flatshading | Determines whether or not normal smoothing is applied | to the meshes, creating meshes with an angular, low- | poly look via flat reflections. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.mesh3d.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | i | A vector of vertex indices, i.e. integer values between | 0 and the length of the vertex vectors, representing | the "first" vertex of a triangle. For example, `{i[m], | j[m], k[m]}` together represent face m (triangle m) in | the mesh, where `i[m] = n` points to the triplet | `{x[n], y[n], z[n]}` in the vertex arrays. Therefore, | each element in `i` represents a point in space, which | is the first vertex of a triangle. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | intensity | Sets the intensity values for vertices or cells as | defined by `intensitymode`. It can be used for plotting | fields on meshes. | intensitymode | Determines the source of `intensity` values. | intensitysrc | Sets the source reference on Chart Studio Cloud for | `intensity`. | isrc | Sets the source reference on Chart Studio Cloud for | `i`. | j | A vector of vertex indices, i.e. integer values between | 0 and the length of the vertex vectors, representing | the "second" vertex of a triangle. For example, `{i[m], | j[m], k[m]}` together represent face m (triangle m) in | the mesh, where `j[m] = n` points to the triplet | `{x[n], y[n], z[n]}` in the vertex arrays. Therefore, | each element in `j` represents a point in space, which | is the second vertex of a triangle. | jsrc | Sets the source reference on Chart Studio Cloud for | `j`. | k | A vector of vertex indices, i.e. integer values between | 0 and the length of the vertex vectors, representing | the "third" vertex of a triangle. For example, `{i[m], | j[m], k[m]}` together represent face m (triangle m) in | the mesh, where `k[m] = n` points to the triplet | `{x[n], y[n], z[n]}` in the vertex arrays. Therefore, | each element in `k` represents a point in space, which | is the third vertex of a triangle. | ksrc | Sets the source reference on Chart Studio Cloud for | `k`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.mesh3d.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | lighting | :class:`plotly.graph_objects.mesh3d.Lighting` instance | or dict with compatible properties | lightposition | :class:`plotly.graph_objects.mesh3d.Lightposition` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the surface. Please note that in | the case of using high `opacity` values for example a | value greater than or equal to 0.5 on two surfaces (and | 0.25 with four surfaces), an overlay of multiple | transparent surfaces may not perfectly be sorted in | depth by the webgl API. This behavior may be improved | in the near future and is subject to change. | reversescale | Reverses the color mapping if true. If true, `cmin` | will correspond to the last color in the array and | `cmax` will correspond to the first color. | scene | Sets a reference between this trace's 3D coordinate | system and a 3D scene. If "scene" (the default value), | the (x,y,z) coordinates refer to `layout.scene`. If | "scene2", the (x,y,z) coordinates refer to | `layout.scene2`, and so on. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | stream | :class:`plotly.graph_objects.mesh3d.Stream` instance or | dict with compatible properties | text | Sets the text elements associated with the vertices. If | trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | vertexcolor | Sets the color of each vertex Overrides "color". While | Red, green and blue colors are in the range of 0 and | 255; in the case of having vertex color data in RGBA | format, the alpha color should be normalized to be | between 0 and 1. | vertexcolorsrc | Sets the source reference on Chart Studio Cloud for | `vertexcolor`. | visible | 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). | x | Sets the X coordinates of the vertices. The nth element | of vectors `x`, `y` and `z` jointly represent the X, Y | and Z coordinates of the nth vertex. | xcalendar | Sets the calendar system to use with `x` date data. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the Y coordinates of the vertices. The nth element | of vectors `x`, `y` and `z` jointly represent the X, Y | and Z coordinates of the nth vertex. | ycalendar | Sets the calendar system to use with `y` date data. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | z | Sets the Z coordinates of the vertices. The nth element | of vectors `x`, `y` and `z` jointly represent the X, Y | and Z coordinates of the nth vertex. | zcalendar | Sets the calendar system to use with `z` date data. | zhoverformat | Sets the hover text formatting rulefor `z` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `zaxis.hoverformat`. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_ohlc(self, close=None, closesrc=None, customdata=None, customdatasrc=None, decreasing=None, high=None, highsrc=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, increasing=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, low=None, lowsrc=None, meta=None, metasrc=None, name=None, opacity=None, open=None, opensrc=None, selectedpoints=None, showlegend=None, stream=None, text=None, textsrc=None, tickwidth=None, uid=None, uirevision=None, visible=None, x=None, xaxis=None, xcalendar=None, xhoverformat=None, xperiod=None, xperiod0=None, xperiodalignment=None, xsrc=None, yaxis=None, yhoverformat=None, zorder=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Ohlc trace | | The ohlc (short for Open-High-Low-Close) is a style of | financial chart describing open, high, low and close for a | given `x` coordinate (most likely time). The tip of the lines | represent the `low` and `high` values and the horizontal | segments represent the `open` and `close` values. Sample points | where the close value is higher (lower) then the open value are | called increasing (decreasing). By default, increasing items | are drawn in green whereas decreasing are drawn in red. | | Parameters | ---------- | close | Sets the close values. | closesrc | Sets the source reference on Chart Studio Cloud for | `close`. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | decreasing | :class:`plotly.graph_objects.ohlc.Decreasing` instance | or dict with compatible properties | high | Sets the high values. | highsrc | Sets the source reference on Chart Studio Cloud for | `high`. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.ohlc.Hoverlabel` instance | or dict with compatible properties | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | increasing | :class:`plotly.graph_objects.ohlc.Increasing` instance | or dict with compatible properties | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.ohlc.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.ohlc.Line` instance or | dict with compatible properties | low | Sets the low values. | lowsrc | Sets the source reference on Chart Studio Cloud for | `low`. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | open | Sets the open values. | opensrc | Sets the source reference on Chart Studio Cloud for | `open`. | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.ohlc.Stream` instance or | dict with compatible properties | text | Sets hover text elements associated with each sample | point. If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to this trace's sample points. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | tickwidth | Sets the width of the open/close tick marks relative to | the "x" minimal interval. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | x | Sets the x coordinates. If absent, linear coordinate | will be generated. | xaxis | 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 to `layout.xaxis2`, and so on. | xcalendar | Sets the calendar system to use with `x` date data. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the x | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | xperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the x0 axis. When `x0period` is round number | of weeks, the `x0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | xperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the x axis. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | yaxis | 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 to `layout.yaxis2`, and so on. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_parcats(self, arrangement=None, bundlecolors=None, counts=None, countssrc=None, dimensions=None, dimensiondefaults=None, domain=None, hoverinfo=None, hoveron=None, hovertemplate=None, labelfont=None, legendgrouptitle=None, legendwidth=None, line=None, meta=None, metasrc=None, name=None, sortpaths=None, stream=None, tickfont=None, uid=None, uirevision=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Parcats trace | | Parallel categories diagram for multidimensional categorical | data. | | Parameters | ---------- | arrangement | Sets the drag interaction mode for categories and | dimensions. If `perpendicular`, the categories can only | move along a line perpendicular to the paths. If | `freeform`, the categories can freely move on the | plane. If `fixed`, the categories and dimensions are | stationary. | bundlecolors | Sort paths so that like colors are bundled together | within each category. | counts | The number of observations represented by each state. | Defaults to 1 so that each state represents one | observation | countssrc | Sets the source reference on Chart Studio Cloud for | `counts`. | dimensions | The dimensions (variables) of the parallel categories | diagram. | dimensiondefaults | When used in a template (as | layout.template.data.parcats.dimensiondefaults), sets | the default property values to use for elements of | parcats.dimensions | domain | :class:`plotly.graph_objects.parcats.Domain` instance | or dict with compatible properties | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoveron | Sets the hover interaction mode for the parcats | diagram. If `category`, hover interaction take place | per category. If `color`, hover interactions take place | per color per category. If `dimension`, hover | interactions take place across all categories per | dimension. | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. This value here applies when hovering | over dimensions. Note that `*categorycount`, | "colorcount" and "bandcolorcount" are only available | when `hoveron` contains the "color" flagFinally, the | template string has access to variables `count`, | `probability`, `category`, `categorycount`, | `colorcount` and `bandcolorcount`. Anything contained | in tag `<extra>` is displayed in the secondary box, for | example "<extra>{fullData.name}</extra>". To hide the | secondary box completely, use an empty tag | `<extra></extra>`. | labelfont | Sets the font for the `dimension` labels. | legendgrouptitle | :class:`plotly.graph_objects.parcats.Legendgrouptitle` | instance or dict with compatible properties | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.parcats.Line` instance or | dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | sortpaths | Sets the path sorting algorithm. If `forward`, sort | paths based on dimension categories from left to right. | If `backward`, sort paths based on dimensions | categories from right to left. | stream | :class:`plotly.graph_objects.parcats.Stream` instance | or dict with compatible properties | tickfont | Sets the font for the `category` labels. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_parcoords(self, customdata=None, customdatasrc=None, dimensions=None, dimensiondefaults=None, domain=None, ids=None, idssrc=None, labelangle=None, labelfont=None, labelside=None, legend=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, meta=None, metasrc=None, name=None, rangefont=None, stream=None, tickfont=None, uid=None, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Parcoords trace | | Parallel coordinates for multidimensional exploratory data | analysis. The samples are specified in `dimensions`. The colors | are set in `line.color`. | | Parameters | ---------- | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dimensions | The dimensions (variables) of the parallel coordinates | chart. 2..60 dimensions are supported. | dimensiondefaults | When used in a template (as | layout.template.data.parcoords.dimensiondefaults), sets | the default property values to use for elements of | parcoords.dimensions | domain | :class:`plotly.graph_objects.parcoords.Domain` instance | or dict with compatible properties | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | labelangle | Sets the angle of the labels with respect to the | horizontal. For example, a `tickangle` of -90 draws the | labels vertically. Tilted labels with "labelangle" may | be positioned better inside margins when | `labelposition` is set to "bottom". | labelfont | Sets the font for the `dimension` labels. | labelside | Specifies the location of the `label`. "top" positions | labels above, next to the title "bottom" positions | labels below the graph Tilted labels with "labelangle" | may be positioned better inside margins when | `labelposition` is set to "bottom". | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgrouptitle | :class:`plotly.graph_objects.parcoords.Legendgrouptitle | ` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.parcoords.Line` instance | or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | rangefont | Sets the font for the `dimension` range values. | stream | :class:`plotly.graph_objects.parcoords.Stream` instance | or dict with compatible properties | tickfont | Sets the font for the `dimension` tick values. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.parcoords.Unselected` | instance or dict with compatible properties | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_pie(self, automargin=None, customdata=None, customdatasrc=None, direction=None, dlabel=None, domain=None, hole=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, insidetextfont=None, insidetextorientation=None, label0=None, labels=None, labelssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, marker=None, meta=None, metasrc=None, name=None, opacity=None, outsidetextfont=None, pull=None, pullsrc=None, rotation=None, scalegroup=None, showlegend=None, sort=None, stream=None, text=None, textfont=None, textinfo=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, title=None, uid=None, uirevision=None, values=None, valuessrc=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Pie trace | | A data visualized by the sectors of the pie is set in `values`. | The sector labels are set in `labels`. The sector colors are | set in `marker.colors` | | Parameters | ---------- | automargin | Determines whether outside text labels can push the | margins. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | direction | Specifies the direction at which succeeding sectors | follow one another. | dlabel | Sets the label step. See `label0` for more info. | domain | :class:`plotly.graph_objects.pie.Domain` instance or | dict with compatible properties | hole | Sets the fraction of the radius to cut out of the pie. | Use this to make a donut chart. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.pie.Hoverlabel` instance | or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variables `label`, `color`, `value`, `percent` and | `text`. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each sector. | If a single string, the same string appears for all | data points. If an array of string, the items are | mapped in order of this trace's sectors. To be seen, | trace `hoverinfo` must contain a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | insidetextfont | Sets the font used for `textinfo` lying inside the | sector. | insidetextorientation | Controls the orientation of the text inside chart | sectors. When set to "auto", text may be oriented in | any direction in order to be as big as possible in the | middle of a sector. The "horizontal" option orients | text to be parallel with the bottom of the chart, and | may make text smaller in order to achieve that goal. | The "radial" option orients text along the radius of | the sector. The "tangential" option orients text | perpendicular to the radius of the sector. | label0 | Alternate to `labels`. Builds a numeric set of labels. | Use with `dlabel` where `label0` is the starting label | and `dlabel` the step. | labels | Sets the sector labels. If `labels` entries are | duplicated, we sum associated `values` or simply count | occurrences if `values` is not provided. For other | array attributes (including color) we use the first | non-empty entry among all occurrences of the label. | labelssrc | Sets the source reference on Chart Studio Cloud for | `labels`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.pie.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | marker | :class:`plotly.graph_objects.pie.Marker` instance or | dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | outsidetextfont | Sets the font used for `textinfo` lying outside the | sector. | pull | Sets the fraction of larger radius to pull the sectors | out from the center. This can be a constant to pull all | slices apart from each other equally or an array to | highlight one or more slices. | pullsrc | Sets the source reference on Chart Studio Cloud for | `pull`. | rotation | Instead of the first slice starting at 12 o'clock, | rotate to some other angle. | scalegroup | If there are multiple pie charts that should be sized | according to their totals, link them by providing a | non-empty group id here shared by every trace in the | same group. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | sort | Determines whether or not the sectors are reordered | from largest to smallest. | stream | :class:`plotly.graph_objects.pie.Stream` instance or | dict with compatible properties | text | Sets text elements associated with each sector. If | trace `textinfo` contains a "text" flag, these elements | will be seen on the chart. If trace `hoverinfo` | contains a "text" flag and "hovertext" is not set, | these elements will be seen in the hover labels. | textfont | Sets the font used for `textinfo`. | textinfo | Determines which trace information appear on the graph. | textposition | Specifies the location of the `textinfo`. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `label`, `color`, `value`, `percent` and | `text`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | title | :class:`plotly.graph_objects.pie.Title` instance or | dict with compatible properties | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | values | Sets the values of the sectors. If omitted, we count | occurrences of each label. | valuessrc | Sets the source reference on Chart Studio Cloud for | `values`. | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_sankey(self, arrangement=None, customdata=None, customdatasrc=None, domain=None, hoverinfo=None, hoverlabel=None, ids=None, idssrc=None, legend=None, legendgrouptitle=None, legendrank=None, legendwidth=None, link=None, meta=None, metasrc=None, name=None, node=None, orientation=None, selectedpoints=None, stream=None, textfont=None, uid=None, uirevision=None, valueformat=None, valuesuffix=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Sankey trace | | Sankey plots for network flow data analysis. The nodes are | specified in `nodes` and the links between sources and targets | in `links`. The colors are set in `nodes[i].color` and | `links[i].color`, otherwise defaults are used. | | Parameters | ---------- | arrangement | If value is `snap` (the default), the node arrangement | is assisted by automatic snapping of elements to | preserve space between nodes specified via `nodepad`. | If value is `perpendicular`, the nodes can only move | along a line perpendicular to the flow. If value is | `freeform`, the nodes can freely move on the plane. If | value is `fixed`, the nodes are stationary. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | domain | :class:`plotly.graph_objects.sankey.Domain` instance or | dict with compatible properties | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. Note that this attribute is | superseded by `node.hoverinfo` and `node.hoverinfo` for | nodes and links respectively. | hoverlabel | :class:`plotly.graph_objects.sankey.Hoverlabel` | instance or dict with compatible properties | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgrouptitle | :class:`plotly.graph_objects.sankey.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | link | The links of the Sankey plot. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | node | The nodes of the Sankey plot. | orientation | Sets the orientation of the Sankey diagram. | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | stream | :class:`plotly.graph_objects.sankey.Stream` instance or | dict with compatible properties | textfont | Sets the font for node labels | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | valueformat | Sets the value formatting rule using d3 formatting | mini-languages which are very similar to those in | Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | valuesuffix | Adds a unit to follow the value in the hover tooltip. | Add a space if a separation is necessary from the | value. | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_scatter(self, alignmentgroup=None, cliponaxis=None, connectgaps=None, customdata=None, customdatasrc=None, dx=None, dy=None, error_x=None, error_y=None, fill=None, fillcolor=None, fillgradient=None, fillpattern=None, groupnorm=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, marker=None, meta=None, metasrc=None, mode=None, name=None, offsetgroup=None, opacity=None, orientation=None, selected=None, selectedpoints=None, showlegend=None, stackgaps=None, stackgroup=None, stream=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, unselected=None, visible=None, x=None, x0=None, xaxis=None, xcalendar=None, xhoverformat=None, xperiod=None, xperiod0=None, xperiodalignment=None, xsrc=None, y=None, y0=None, yaxis=None, ycalendar=None, yhoverformat=None, yperiod=None, yperiod0=None, yperiodalignment=None, ysrc=None, zorder=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Scatter trace | | The scatter trace type encompasses line charts, scatter charts, | text charts, and bubble charts. The data visualized as scatter | point or lines is set in `x` and `y`. Text (appearing either on | the chart or on hover only) is via `text`. Bubble charts are | achieved by setting `marker.size` and/or `marker.color` to | numerical arrays. | | Parameters | ---------- | alignmentgroup | Set several traces linked to the same position axis or | matching axes to the same alignmentgroup. This controls | whether bars compute their positional range dependently | or independently. | cliponaxis | Determines whether or not markers and text nodes are | clipped about the subplot axes. To show markers and | text nodes above axis lines and tick labels, make sure | to set `xaxis.layer` and `yaxis.layer` to *below | traces*. | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the provided data arrays are connected. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dx | Sets the x coordinate step. See `x0` for more info. | dy | Sets the y coordinate step. See `y0` for more info. | error_x | :class:`plotly.graph_objects.scatter.ErrorX` instance | or dict with compatible properties | error_y | :class:`plotly.graph_objects.scatter.ErrorY` instance | or dict with compatible properties | fill | Sets the area to fill with a solid color. Defaults to | "none" unless this trace is stacked, then it gets | "tonexty" ("tonextx") if `orientation` is "v" ("h") Use | with `fillcolor` if not "none". "tozerox" and "tozeroy" | fill to x=0 and y=0 respectively. "tonextx" and | "tonexty" fill between the endpoints of this trace and | the endpoints of the trace before it, connecting those | endpoints with straight lines (to make a stacked area | graph); if there is no trace before it, they behave | like "tozerox" and "tozeroy". "toself" connects the | endpoints of the trace (or each segment of the trace if | it has gaps) into a closed shape. "tonext" fills the | space between two traces if one completely encloses the | other (eg consecutive contour lines), and behaves like | "toself" if there is no trace before it. "tonext" | should not be used if one trace does not enclose the | other. Traces in a `stackgroup` will only fill to (or | be filled to) other traces in the same group. With | multiple `stackgroup`s or some traces stacked and some | not, if fill-linked traces are not already consecutive, | the later ones will be pushed down in the drawing | order. | fillcolor | Sets the fill color. Defaults to a half-transparent | variant of the line color, marker color, or marker line | color, whichever is available. If fillgradient is | specified, fillcolor is ignored except for setting the | background color of the hover label, if any. | fillgradient | Sets a fill gradient. If not specified, the fillcolor | is used instead. | fillpattern | Sets the pattern within the marker. | groupnorm | Only relevant when `stackgroup` is used, and only the | first `groupnorm` found in the `stackgroup` will be | used - including if `visible` is "legendonly" but not | if it is `false`. Sets the normalization for the sum of | this `stackgroup`. With "fraction", the value of each | trace at each location is divided by the sum of all | trace values at that location. "percent" is the same | but multiplied by 100 to show percentages. If there are | multiple subplots, or multiple `stackgroup`s on one | subplot, each will be normalized within its own set. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.scatter.Hoverlabel` | instance or dict with compatible properties | hoveron | Do the hover effects highlight individual points | (markers or line points) or do they highlight filled | regions? If the fill is "toself" or "tonext" and there | are no markers or text, then the default is "fills", | otherwise it is "points". | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (x,y) | pair. If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (x,y) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.scatter.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.scatter.Line` instance or | dict with compatible properties | marker | :class:`plotly.graph_objects.scatter.Marker` instance | or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | mode | Determines the drawing mode for this scatter trace. If | the provided `mode` includes "text" then the `text` | elements appear at the coordinates. Otherwise, the | `text` elements appear on hover. If there are less than | 20 points and the trace is not stacked then the default | is "lines+markers". Otherwise, "lines". | name | Sets the trace name. The trace name appears as the | legend item and on hover. | offsetgroup | Set several traces linked to the same position axis or | matching axes to the same offsetgroup where bars of the | same position coordinate will line up. | opacity | Sets the opacity of the trace. | orientation | Only relevant in the following cases: 1. when | `scattermode` is set to "group". 2. when `stackgroup` | is used, and only the first `orientation` found in the | `stackgroup` will be used - including if `visible` is | "legendonly" but not if it is `false`. Sets the | stacking direction. With "v" ("h"), the y (x) values of | subsequent traces are added. Also affects the default | value of `fill`. | selected | :class:`plotly.graph_objects.scatter.Selected` instance | or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stackgaps | Only relevant when `stackgroup` is used, and only the | first `stackgaps` found in the `stackgroup` will be | used - including if `visible` is "legendonly" but not | if it is `false`. Determines how we handle locations at | which other traces in this group have data but this one | does not. With *infer zero* we insert a zero at these | locations. With "interpolate" we linearly interpolate | between existing values, and extrapolate a constant | beyond the existing values. | stackgroup | Set several scatter traces (on the same subplot) to the | same stackgroup in order to add their y values (or | their x values if `orientation` is "h"). If blank or | omitted this trace will not be stacked. Stacking also | turns `fill` on by default, using "tonexty" ("tonextx") | if `orientation` is "h" ("v") and sets the default | `mode` to "lines" irrespective of point count. You can | only stack on a numeric (linear or log) axis. Traces in | a `stackgroup` will only fill to (or be filled to) | other traces in the same group. With multiple | `stackgroup`s or some traces stacked and some not, if | fill-linked traces are not already consecutive, the | later ones will be pushed down in the drawing order. | stream | :class:`plotly.graph_objects.scatter.Stream` instance | or dict with compatible properties | text | Sets text elements associated with each (x,y) pair. If | a single string, the same string appears over all the | data points. If an array of string, the items are | mapped in order to the this trace's (x,y) coordinates. | If trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textfont | Sets the text font. | textposition | Sets the positions of the `text` elements with respects | to the (x,y) coordinates. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.scatter.Unselected` | instance or dict with compatible properties | visible | 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). | x | Sets the x coordinates. | x0 | Alternate to `x`. Builds a linear space of x | coordinates. Use with `dx` where `x0` is the starting | coordinate and `dx` the step. | xaxis | 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 to `layout.xaxis2`, and so on. | xcalendar | Sets the calendar system to use with `x` date data. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the x | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | xperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the x0 axis. When `x0period` is round number | of weeks, the `x0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | xperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the x axis. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the y coordinates. | y0 | Alternate to `y`. Builds a linear space of y | coordinates. Use with `dy` where `y0` is the starting | coordinate and `dy` the step. | yaxis | 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 to `layout.yaxis2`, and so on. | ycalendar | Sets the calendar system to use with `y` date data. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | yperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the y | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | yperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the y0 axis. When `y0period` is round number | of weeks, the `y0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | yperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the y axis. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_scatter3d(self, connectgaps=None, customdata=None, customdatasrc=None, error_x=None, error_y=None, error_z=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, marker=None, meta=None, metasrc=None, mode=None, name=None, opacity=None, projection=None, scene=None, showlegend=None, stream=None, surfaceaxis=None, surfacecolor=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, visible=None, x=None, xcalendar=None, xhoverformat=None, xsrc=None, y=None, ycalendar=None, yhoverformat=None, ysrc=None, z=None, zcalendar=None, zhoverformat=None, zsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Scatter3d trace | | The data visualized as scatter point or lines in 3D dimension | is set in `x`, `y`, `z`. Text (appearing either on the chart or | on hover only) is via `text`. Bubble charts are achieved by | setting `marker.size` and/or `marker.color` Projections are | achieved via `projection`. Surface fills are achieved via | `surfaceaxis`. | | Parameters | ---------- | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the provided data arrays are connected. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | error_x | :class:`plotly.graph_objects.scatter3d.ErrorX` instance | or dict with compatible properties | error_y | :class:`plotly.graph_objects.scatter3d.ErrorY` instance | or dict with compatible properties | error_z | :class:`plotly.graph_objects.scatter3d.ErrorZ` instance | or dict with compatible properties | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.scatter3d.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets text elements associated with each (x,y,z) | triplet. If a single string, the same string appears | over all the data points. If an array of string, the | items are mapped in order to the this trace's (x,y,z) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.scatter3d.Legendgrouptitle | ` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.scatter3d.Line` instance | or dict with compatible properties | marker | :class:`plotly.graph_objects.scatter3d.Marker` instance | or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | mode | Determines the drawing mode for this scatter trace. If | the provided `mode` includes "text" then the `text` | elements appear at the coordinates. Otherwise, the | `text` elements appear on hover. If there are less than | 20 points and the trace is not stacked then the default | is "lines+markers". Otherwise, "lines". | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | projection | :class:`plotly.graph_objects.scatter3d.Projection` | instance or dict with compatible properties | scene | Sets a reference between this trace's 3D coordinate | system and a 3D scene. If "scene" (the default value), | the (x,y,z) coordinates refer to `layout.scene`. If | "scene2", the (x,y,z) coordinates refer to | `layout.scene2`, and so on. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.scatter3d.Stream` instance | or dict with compatible properties | surfaceaxis | If "-1", the scatter points are not fill with a surface | If 0, 1, 2, the scatter points are filled with a | Delaunay surface about the x, y, z respectively. | surfacecolor | Sets the surface fill color. | text | Sets text elements associated with each (x,y,z) | triplet. If a single string, the same string appears | over all the data points. If an array of string, the | items are mapped in order to the this trace's (x,y,z) | coordinates. If trace `hoverinfo` contains a "text" | flag and "hovertext" is not set, these elements will be | seen in the hover labels. | textfont | Sets the text font. | textposition | Sets the positions of the `text` elements with respects | to the (x,y) coordinates. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | x | Sets the x coordinates. | xcalendar | Sets the calendar system to use with `x` date data. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the y coordinates. | ycalendar | Sets the calendar system to use with `y` date data. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | z | Sets the z coordinates. | zcalendar | Sets the calendar system to use with `z` date data. | zhoverformat | Sets the hover text formatting rulefor `z` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `zaxis.hoverformat`. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_scattercarpet(self, a=None, asrc=None, b=None, bsrc=None, carpet=None, connectgaps=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, marker=None, meta=None, metasrc=None, mode=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, stream=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, unselected=None, visible=None, xaxis=None, yaxis=None, zorder=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Scattercarpet trace | | Plots a scatter trace on either the first carpet axis or the | carpet axis with a matching `carpet` attribute. | | Parameters | ---------- | a | Sets the a-axis coordinates. | asrc | Sets the source reference on Chart Studio Cloud for | `a`. | b | Sets the b-axis coordinates. | bsrc | Sets the source reference on Chart Studio Cloud for | `b`. | carpet | An identifier for this carpet, so that `scattercarpet` | and `contourcarpet` traces can specify a carpet plot on | which they lie | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the provided data arrays are connected. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | fill | Sets the area to fill with a solid color. Use with | `fillcolor` if not "none". scatterternary has a subset | of the options available to scatter. "toself" connects | the endpoints of the trace (or each segment of the | trace if it has gaps) into a closed shape. "tonext" | fills the space between two traces if one completely | encloses the other (eg consecutive contour lines), and | behaves like "toself" if there is no trace before it. | "tonext" should not be used if one trace does not | enclose the other. | fillcolor | Sets the fill color. Defaults to a half-transparent | variant of the line color, marker color, or marker line | color, whichever is available. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.scattercarpet.Hoverlabel` | instance or dict with compatible properties | hoveron | Do the hover effects highlight individual points | (markers or line points) or do they highlight filled | regions? If the fill is "toself" or "tonext" and there | are no markers or text, then the default is "fills", | otherwise it is "points". | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (a,b) | point. If a single string, the same string appears over | all the data points. If an array of strings, the items | are mapped in order to the the data points in (a,b). To | be seen, trace `hoverinfo` must contain a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.scattercarpet.Legendgroupt | itle` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.scattercarpet.Line` | instance or dict with compatible properties | marker | :class:`plotly.graph_objects.scattercarpet.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | mode | Determines the drawing mode for this scatter trace. If | the provided `mode` includes "text" then the `text` | elements appear at the coordinates. Otherwise, the | `text` elements appear on hover. If there are less than | 20 points and the trace is not stacked then the default | is "lines+markers". Otherwise, "lines". | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | selected | :class:`plotly.graph_objects.scattercarpet.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.scattercarpet.Stream` | instance or dict with compatible properties | text | Sets text elements associated with each (a,b) point. If | a single string, the same string appears over all the | data points. If an array of strings, the items are | mapped in order to the the data points in (a,b). If | trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textfont | Sets the text font. | textposition | Sets the positions of the `text` elements with respects | to the (x,y) coordinates. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `a`, `b` and `text`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.scattercarpet.Unselected` | instance or dict with compatible properties | visible | 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). | xaxis | 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 to `layout.xaxis2`, and so on. | yaxis | 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 to `layout.yaxis2`, and so on. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_scattergeo(self, connectgaps=None, customdata=None, customdatasrc=None, featureidkey=None, fill=None, fillcolor=None, geo=None, geojson=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, lat=None, latsrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, locationmode=None, locations=None, locationssrc=None, lon=None, lonsrc=None, marker=None, meta=None, metasrc=None, mode=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, stream=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Scattergeo trace | | The data visualized as scatter point or lines on a geographic | map is provided either by longitude/latitude pairs in `lon` and | `lat` respectively or by geographic location IDs or names in | `locations`. | | Parameters | ---------- | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the provided data arrays are connected. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | featureidkey | Sets the key in GeoJSON features which is used as id to | match the items included in the `locations` array. Only | has an effect when `geojson` is set. Support nested | property, for example "properties.name". | fill | Sets the area to fill with a solid color. Use with | `fillcolor` if not "none". "toself" connects the | endpoints of the trace (or each segment of the trace if | it has gaps) into a closed shape. | fillcolor | Sets the fill color. Defaults to a half-transparent | variant of the line color, marker color, or marker line | color, whichever is available. | geo | Sets a reference between this trace's geospatial | coordinates and a geographic map. If "geo" (the default | value), the geospatial coordinates refer to | `layout.geo`. If "geo2", the geospatial coordinates | refer to `layout.geo2`, and so on. | geojson | Sets optional GeoJSON data associated with this trace. | If not given, the features on the base map are used | when `locations` is set. It can be set as a valid | GeoJSON object or as a URL string. Note that we only | accept GeoJSONs of type "FeatureCollection" or | "Feature" with geometries of type "Polygon" or | "MultiPolygon". | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.scattergeo.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (lon,lat) | pair or item in `locations`. If a single string, the | same string appears over all the data points. If an | array of string, the items are mapped in order to the | this trace's (lon,lat) or `locations` coordinates. To | be seen, trace `hoverinfo` must contain a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | lat | Sets the latitude coordinates (in degrees North). | latsrc | Sets the source reference on Chart Studio Cloud for | `lat`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.scattergeo.Legendgrouptitl | e` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.scattergeo.Line` instance | or dict with compatible properties | locationmode | Determines the set of locations used to match entries | in `locations` to regions on the map. Values "ISO-3", | "USA-states", *country names* correspond to features on | the base map and value "geojson-id" corresponds to | features from a custom GeoJSON linked to the `geojson` | attribute. | locations | Sets the coordinates via location IDs or names. | Coordinates correspond to the centroid of each location | given. See `locationmode` for more info. | locationssrc | Sets the source reference on Chart Studio Cloud for | `locations`. | lon | Sets the longitude coordinates (in degrees East). | lonsrc | Sets the source reference on Chart Studio Cloud for | `lon`. | marker | :class:`plotly.graph_objects.scattergeo.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | mode | Determines the drawing mode for this scatter trace. If | the provided `mode` includes "text" then the `text` | elements appear at the coordinates. Otherwise, the | `text` elements appear on hover. If there are less than | 20 points and the trace is not stacked then the default | is "lines+markers". Otherwise, "lines". | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | selected | :class:`plotly.graph_objects.scattergeo.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.scattergeo.Stream` | instance or dict with compatible properties | text | Sets text elements associated with each (lon,lat) pair | or item in `locations`. If a single string, the same | string appears over all the data points. If an array of | string, the items are mapped in order to the this | trace's (lon,lat) or `locations` coordinates. If trace | `hoverinfo` contains a "text" flag and "hovertext" is | not set, these elements will be seen in the hover | labels. | textfont | Sets the text font. | textposition | Sets the positions of the `text` elements with respects | to the (x,y) coordinates. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `lat`, `lon`, `location` and `text`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.scattergeo.Unselected` | instance or dict with compatible properties | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_scattergl(self, connectgaps=None, customdata=None, customdatasrc=None, dx=None, dy=None, error_x=None, error_y=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, marker=None, meta=None, metasrc=None, mode=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, stream=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, unselected=None, visible=None, x=None, x0=None, xaxis=None, xcalendar=None, xhoverformat=None, xperiod=None, xperiod0=None, xperiodalignment=None, xsrc=None, y=None, y0=None, yaxis=None, ycalendar=None, yhoverformat=None, yperiod=None, yperiod0=None, yperiodalignment=None, ysrc=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Scattergl trace | | The data visualized as scatter point or lines is set in `x` and | `y` using the WebGL plotting engine. Bubble charts are achieved | by setting `marker.size` and/or `marker.color` to a numerical | arrays. | | Parameters | ---------- | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the provided data arrays are connected. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dx | Sets the x coordinate step. See `x0` for more info. | dy | Sets the y coordinate step. See `y0` for more info. | error_x | :class:`plotly.graph_objects.scattergl.ErrorX` instance | or dict with compatible properties | error_y | :class:`plotly.graph_objects.scattergl.ErrorY` instance | or dict with compatible properties | fill | Sets the area to fill with a solid color. Defaults to | "none" unless this trace is stacked, then it gets | "tonexty" ("tonextx") if `orientation` is "v" ("h") Use | with `fillcolor` if not "none". "tozerox" and "tozeroy" | fill to x=0 and y=0 respectively. "tonextx" and | "tonexty" fill between the endpoints of this trace and | the endpoints of the trace before it, connecting those | endpoints with straight lines (to make a stacked area | graph); if there is no trace before it, they behave | like "tozerox" and "tozeroy". "toself" connects the | endpoints of the trace (or each segment of the trace if | it has gaps) into a closed shape. "tonext" fills the | space between two traces if one completely encloses the | other (eg consecutive contour lines), and behaves like | "toself" if there is no trace before it. "tonext" | should not be used if one trace does not enclose the | other. Traces in a `stackgroup` will only fill to (or | be filled to) other traces in the same group. With | multiple `stackgroup`s or some traces stacked and some | not, if fill-linked traces are not already consecutive, | the later ones will be pushed down in the drawing | order. | fillcolor | Sets the fill color. Defaults to a half-transparent | variant of the line color, marker color, or marker line | color, whichever is available. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.scattergl.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (x,y) | pair. If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (x,y) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.scattergl.Legendgrouptitle | ` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.scattergl.Line` instance | or dict with compatible properties | marker | :class:`plotly.graph_objects.scattergl.Marker` instance | or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | mode | Determines the drawing mode for this scatter trace. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | selected | :class:`plotly.graph_objects.scattergl.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.scattergl.Stream` instance | or dict with compatible properties | text | Sets text elements associated with each (x,y) pair. If | a single string, the same string appears over all the | data points. If an array of string, the items are | mapped in order to the this trace's (x,y) coordinates. | If trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textfont | Sets the text font. | textposition | Sets the positions of the `text` elements with respects | to the (x,y) coordinates. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.scattergl.Unselected` | instance or dict with compatible properties | visible | 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). | x | Sets the x coordinates. | x0 | Alternate to `x`. Builds a linear space of x | coordinates. Use with `dx` where `x0` is the starting | coordinate and `dx` the step. | xaxis | 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 to `layout.xaxis2`, and so on. | xcalendar | Sets the calendar system to use with `x` date data. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the x | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | xperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the x0 axis. When `x0period` is round number | of weeks, the `x0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | xperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the x axis. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the y coordinates. | y0 | Alternate to `y`. Builds a linear space of y | coordinates. Use with `dy` where `y0` is the starting | coordinate and `dy` the step. | yaxis | 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 to `layout.yaxis2`, and so on. | ycalendar | Sets the calendar system to use with `y` date data. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | yperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the y | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | yperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the y0 axis. When `y0period` is round number | of weeks, the `y0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | yperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the y axis. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_scattermap(self, below=None, cluster=None, connectgaps=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, lat=None, latsrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, lon=None, lonsrc=None, marker=None, meta=None, metasrc=None, mode=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, stream=None, subplot=None, text=None, textfont=None, textposition=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Scattermap trace | | The data visualized as scatter point, lines or marker symbols | on a MapLibre GL geographic map is provided by | longitude/latitude pairs in `lon` and `lat`. | | Parameters | ---------- | below | Determines if this scattermap trace's layers are to be | inserted before the layer with the specified ID. By | default, scattermap layers are inserted above all the | base layers. To place the scattermap layers above every | other layer, set `below` to "''". | cluster | :class:`plotly.graph_objects.scattermap.Cluster` | instance or dict with compatible properties | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the provided data arrays are connected. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | fill | Sets the area to fill with a solid color. Use with | `fillcolor` if not "none". "toself" connects the | endpoints of the trace (or each segment of the trace if | it has gaps) into a closed shape. | fillcolor | Sets the fill color. Defaults to a half-transparent | variant of the line color, marker color, or marker line | color, whichever is available. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.scattermap.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (lon,lat) | pair If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (lon,lat) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | lat | Sets the latitude coordinates (in degrees North). | latsrc | Sets the source reference on Chart Studio Cloud for | `lat`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.scattermap.Legendgrouptitl | e` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.scattermap.Line` instance | or dict with compatible properties | lon | Sets the longitude coordinates (in degrees East). | lonsrc | Sets the source reference on Chart Studio Cloud for | `lon`. | marker | :class:`plotly.graph_objects.scattermap.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | mode | Determines the drawing mode for this scatter trace. If | the provided `mode` includes "text" then the `text` | elements appear at the coordinates. Otherwise, the | `text` elements appear on hover. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | selected | :class:`plotly.graph_objects.scattermap.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.scattermap.Stream` | instance or dict with compatible properties | subplot | Sets a reference between this trace's data coordinates | and a map subplot. If "map" (the default value), the | data refer to `layout.map`. If "map2", the data refer | to `layout.map2`, and so on. | text | Sets text elements associated with each (lon,lat) pair | If a single string, the same string appears over all | the data points. If an array of string, the items are | mapped in order to the this trace's (lon,lat) | coordinates. If trace `hoverinfo` contains a "text" | flag and "hovertext" is not set, these elements will be | seen in the hover labels. | textfont | Sets the icon text font (color=map.layer.paint.text- | color, size=map.layer.layout.text-size). Has an effect | only when `type` is set to "symbol". | textposition | Sets the positions of the `text` elements with respects | to the (x,y) coordinates. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `lat`, `lon` and `text`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.scattermap.Unselected` | instance or dict with compatible properties | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_scattermapbox(self, below=None, cluster=None, connectgaps=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, lat=None, latsrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, lon=None, lonsrc=None, marker=None, meta=None, metasrc=None, mode=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, stream=None, subplot=None, text=None, textfont=None, textposition=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Scattermapbox trace | | "scattermapbox" trace is deprecated! Please consider switching | to the "scattermap" trace type and `map` subplots. Learn more | at: https://plotly.com/python/maplibre-migration/ as well as | https://plotly.com/javascript/maplibre-migration/ The data | visualized as scatter point, lines or marker symbols on a | Mapbox GL geographic map is provided by longitude/latitude | pairs in `lon` and `lat`. | | Parameters | ---------- | below | Determines if this scattermapbox trace's layers are to | be inserted before the layer with the specified ID. By | default, scattermapbox layers are inserted above all | the base layers. To place the scattermapbox layers | above every other layer, set `below` to "''". | cluster | :class:`plotly.graph_objects.scattermapbox.Cluster` | instance or dict with compatible properties | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the provided data arrays are connected. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | fill | Sets the area to fill with a solid color. Use with | `fillcolor` if not "none". "toself" connects the | endpoints of the trace (or each segment of the trace if | it has gaps) into a closed shape. | fillcolor | Sets the fill color. Defaults to a half-transparent | variant of the line color, marker color, or marker line | color, whichever is available. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.scattermapbox.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (lon,lat) | pair If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (lon,lat) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | lat | Sets the latitude coordinates (in degrees North). | latsrc | Sets the source reference on Chart Studio Cloud for | `lat`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.scattermapbox.Legendgroupt | itle` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.scattermapbox.Line` | instance or dict with compatible properties | lon | Sets the longitude coordinates (in degrees East). | lonsrc | Sets the source reference on Chart Studio Cloud for | `lon`. | marker | :class:`plotly.graph_objects.scattermapbox.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | mode | Determines the drawing mode for this scatter trace. If | the provided `mode` includes "text" then the `text` | elements appear at the coordinates. Otherwise, the | `text` elements appear on hover. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | selected | :class:`plotly.graph_objects.scattermapbox.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.scattermapbox.Stream` | instance or dict with compatible properties | subplot | mapbox subplots and traces are deprecated! Please | consider switching to `map` subplots and traces. Learn | more at: https://plotly.com/python/maplibre-migration/ | as well as https://plotly.com/javascript/maplibre- | migration/ Sets a reference between this trace's data | coordinates and a mapbox subplot. If "mapbox" (the | default value), the data refer to `layout.mapbox`. If | "mapbox2", the data refer to `layout.mapbox2`, and so | on. | text | Sets text elements associated with each (lon,lat) pair | If a single string, the same string appears over all | the data points. If an array of string, the items are | mapped in order to the this trace's (lon,lat) | coordinates. If trace `hoverinfo` contains a "text" | flag and "hovertext" is not set, these elements will be | seen in the hover labels. | textfont | Sets the icon text font (color=mapbox.layer.paint.text- | color, size=mapbox.layer.layout.text-size). Has an | effect only when `type` is set to "symbol". | textposition | Sets the positions of the `text` elements with respects | to the (x,y) coordinates. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `lat`, `lon` and `text`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.scattermapbox.Unselected` | instance or dict with compatible properties | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_scatterpolar(self, cliponaxis=None, connectgaps=None, customdata=None, customdatasrc=None, dr=None, dtheta=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, marker=None, meta=None, metasrc=None, mode=None, name=None, opacity=None, r=None, r0=None, rsrc=None, selected=None, selectedpoints=None, showlegend=None, stream=None, subplot=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, theta=None, theta0=None, thetasrc=None, thetaunit=None, uid=None, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Scatterpolar trace | | The scatterpolar trace type encompasses line charts, scatter | charts, text charts, and bubble charts in polar coordinates. | The data visualized as scatter point or lines is set in `r` | (radial) and `theta` (angular) coordinates Text (appearing | either on the chart or on hover only) is via `text`. Bubble | charts are achieved by setting `marker.size` and/or | `marker.color` to numerical arrays. | | Parameters | ---------- | cliponaxis | Determines whether or not markers and text nodes are | clipped about the subplot axes. To show markers and | text nodes above axis lines and tick labels, make sure | to set `xaxis.layer` and `yaxis.layer` to *below | traces*. | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the provided data arrays are connected. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dr | Sets the r coordinate step. | dtheta | Sets the theta coordinate step. By default, the | `dtheta` step equals the subplot's period divided by | the length of the `r` coordinates. | fill | Sets the area to fill with a solid color. Use with | `fillcolor` if not "none". scatterpolar has a subset of | the options available to scatter. "toself" connects the | endpoints of the trace (or each segment of the trace if | it has gaps) into a closed shape. "tonext" fills the | space between two traces if one completely encloses the | other (eg consecutive contour lines), and behaves like | "toself" if there is no trace before it. "tonext" | should not be used if one trace does not enclose the | other. | fillcolor | Sets the fill color. Defaults to a half-transparent | variant of the line color, marker color, or marker line | color, whichever is available. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.scatterpolar.Hoverlabel` | instance or dict with compatible properties | hoveron | Do the hover effects highlight individual points | (markers or line points) or do they highlight filled | regions? If the fill is "toself" or "tonext" and there | are no markers or text, then the default is "fills", | otherwise it is "points". | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (x,y) | pair. If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (x,y) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.scatterpolar.Legendgroupti | tle` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.scatterpolar.Line` | instance or dict with compatible properties | marker | :class:`plotly.graph_objects.scatterpolar.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | mode | Determines the drawing mode for this scatter trace. If | the provided `mode` includes "text" then the `text` | elements appear at the coordinates. Otherwise, the | `text` elements appear on hover. If there are less than | 20 points and the trace is not stacked then the default | is "lines+markers". Otherwise, "lines". | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | r | Sets the radial coordinates | r0 | Alternate to `r`. Builds a linear space of r | coordinates. Use with `dr` where `r0` is the starting | coordinate and `dr` the step. | rsrc | Sets the source reference on Chart Studio Cloud for | `r`. | selected | :class:`plotly.graph_objects.scatterpolar.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.scatterpolar.Stream` | instance or dict with compatible properties | subplot | Sets a reference between this trace's data coordinates | and a polar subplot. If "polar" (the default value), | the data refer to `layout.polar`. If "polar2", the data | refer to `layout.polar2`, and so on. | text | Sets text elements associated with each (x,y) pair. If | a single string, the same string appears over all the | data points. If an array of string, the items are | mapped in order to the this trace's (x,y) coordinates. | If trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textfont | Sets the text font. | textposition | Sets the positions of the `text` elements with respects | to the (x,y) coordinates. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `r`, `theta` and `text`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | theta | Sets the angular coordinates | theta0 | Alternate to `theta`. Builds a linear space of theta | coordinates. Use with `dtheta` where `theta0` is the | starting coordinate and `dtheta` the step. | thetasrc | Sets the source reference on Chart Studio Cloud for | `theta`. | thetaunit | Sets the unit of input "theta" values. Has an effect | only when on "linear" angular axes. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.scatterpolar.Unselected` | instance or dict with compatible properties | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_scatterpolargl(self, connectgaps=None, customdata=None, customdatasrc=None, dr=None, dtheta=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, marker=None, meta=None, metasrc=None, mode=None, name=None, opacity=None, r=None, r0=None, rsrc=None, selected=None, selectedpoints=None, showlegend=None, stream=None, subplot=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, theta=None, theta0=None, thetasrc=None, thetaunit=None, uid=None, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Scatterpolargl trace | | The scatterpolargl trace type encompasses line charts, scatter | charts, and bubble charts in polar coordinates using the WebGL | plotting engine. The data visualized as scatter point or lines | is set in `r` (radial) and `theta` (angular) coordinates Bubble | charts are achieved by setting `marker.size` and/or | `marker.color` to numerical arrays. | | Parameters | ---------- | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the provided data arrays are connected. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | dr | Sets the r coordinate step. | dtheta | Sets the theta coordinate step. By default, the | `dtheta` step equals the subplot's period divided by | the length of the `r` coordinates. | fill | Sets the area to fill with a solid color. Defaults to | "none" unless this trace is stacked, then it gets | "tonexty" ("tonextx") if `orientation` is "v" ("h") Use | with `fillcolor` if not "none". "tozerox" and "tozeroy" | fill to x=0 and y=0 respectively. "tonextx" and | "tonexty" fill between the endpoints of this trace and | the endpoints of the trace before it, connecting those | endpoints with straight lines (to make a stacked area | graph); if there is no trace before it, they behave | like "tozerox" and "tozeroy". "toself" connects the | endpoints of the trace (or each segment of the trace if | it has gaps) into a closed shape. "tonext" fills the | space between two traces if one completely encloses the | other (eg consecutive contour lines), and behaves like | "toself" if there is no trace before it. "tonext" | should not be used if one trace does not enclose the | other. Traces in a `stackgroup` will only fill to (or | be filled to) other traces in the same group. With | multiple `stackgroup`s or some traces stacked and some | not, if fill-linked traces are not already consecutive, | the later ones will be pushed down in the drawing | order. | fillcolor | Sets the fill color. Defaults to a half-transparent | variant of the line color, marker color, or marker line | color, whichever is available. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.scatterpolargl.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (x,y) | pair. If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (x,y) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.scatterpolargl.Legendgroup | title` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.scatterpolargl.Line` | instance or dict with compatible properties | marker | :class:`plotly.graph_objects.scatterpolargl.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | mode | Determines the drawing mode for this scatter trace. If | the provided `mode` includes "text" then the `text` | elements appear at the coordinates. Otherwise, the | `text` elements appear on hover. If there are less than | 20 points and the trace is not stacked then the default | is "lines+markers". Otherwise, "lines". | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | r | Sets the radial coordinates | r0 | Alternate to `r`. Builds a linear space of r | coordinates. Use with `dr` where `r0` is the starting | coordinate and `dr` the step. | rsrc | Sets the source reference on Chart Studio Cloud for | `r`. | selected | :class:`plotly.graph_objects.scatterpolargl.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.scatterpolargl.Stream` | instance or dict with compatible properties | subplot | Sets a reference between this trace's data coordinates | and a polar subplot. If "polar" (the default value), | the data refer to `layout.polar`. If "polar2", the data | refer to `layout.polar2`, and so on. | text | Sets text elements associated with each (x,y) pair. If | a single string, the same string appears over all the | data points. If an array of string, the items are | mapped in order to the this trace's (x,y) coordinates. | If trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textfont | Sets the text font. | textposition | Sets the positions of the `text` elements with respects | to the (x,y) coordinates. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `r`, `theta` and `text`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | theta | Sets the angular coordinates | theta0 | Alternate to `theta`. Builds a linear space of theta | coordinates. Use with `dtheta` where `theta0` is the | starting coordinate and `dtheta` the step. | thetasrc | Sets the source reference on Chart Studio Cloud for | `theta`. | thetaunit | Sets the unit of input "theta" values. Has an effect | only when on "linear" angular axes. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.scatterpolargl.Unselected` | instance or dict with compatible properties | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_scattersmith(self, cliponaxis=None, connectgaps=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, imag=None, imagsrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, marker=None, meta=None, metasrc=None, mode=None, name=None, opacity=None, real=None, realsrc=None, selected=None, selectedpoints=None, showlegend=None, stream=None, subplot=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Scattersmith trace | | The scattersmith trace type encompasses line charts, scatter | charts, text charts, and bubble charts in smith coordinates. | The data visualized as scatter point or lines is set in `real` | and `imag` (imaginary) coordinates Text (appearing either on | the chart or on hover only) is via `text`. Bubble charts are | achieved by setting `marker.size` and/or `marker.color` to | numerical arrays. | | Parameters | ---------- | cliponaxis | Determines whether or not markers and text nodes are | clipped about the subplot axes. To show markers and | text nodes above axis lines and tick labels, make sure | to set `xaxis.layer` and `yaxis.layer` to *below | traces*. | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the provided data arrays are connected. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | fill | Sets the area to fill with a solid color. Use with | `fillcolor` if not "none". scattersmith has a subset of | the options available to scatter. "toself" connects the | endpoints of the trace (or each segment of the trace if | it has gaps) into a closed shape. "tonext" fills the | space between two traces if one completely encloses the | other (eg consecutive contour lines), and behaves like | "toself" if there is no trace before it. "tonext" | should not be used if one trace does not enclose the | other. | fillcolor | Sets the fill color. Defaults to a half-transparent | variant of the line color, marker color, or marker line | color, whichever is available. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.scattersmith.Hoverlabel` | instance or dict with compatible properties | hoveron | Do the hover effects highlight individual points | (markers or line points) or do they highlight filled | regions? If the fill is "toself" or "tonext" and there | are no markers or text, then the default is "fills", | otherwise it is "points". | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (x,y) | pair. If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (x,y) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | imag | Sets the imaginary component of the data, in units of | normalized impedance such that real=1, imag=0 is the | center of the chart. | imagsrc | Sets the source reference on Chart Studio Cloud for | `imag`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.scattersmith.Legendgroupti | tle` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.scattersmith.Line` | instance or dict with compatible properties | marker | :class:`plotly.graph_objects.scattersmith.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | mode | Determines the drawing mode for this scatter trace. If | the provided `mode` includes "text" then the `text` | elements appear at the coordinates. Otherwise, the | `text` elements appear on hover. If there are less than | 20 points and the trace is not stacked then the default | is "lines+markers". Otherwise, "lines". | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | real | Sets the real component of the data, in units of | normalized impedance such that real=1, imag=0 is the | center of the chart. | realsrc | Sets the source reference on Chart Studio Cloud for | `real`. | selected | :class:`plotly.graph_objects.scattersmith.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.scattersmith.Stream` | instance or dict with compatible properties | subplot | Sets a reference between this trace's data coordinates | and a smith subplot. If "smith" (the default value), | the data refer to `layout.smith`. If "smith2", the data | refer to `layout.smith2`, and so on. | text | Sets text elements associated with each (x,y) pair. If | a single string, the same string appears over all the | data points. If an array of string, the items are | mapped in order to the this trace's (x,y) coordinates. | If trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textfont | Sets the text font. | textposition | Sets the positions of the `text` elements with respects | to the (x,y) coordinates. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `real`, `imag` and `text`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.scattersmith.Unselected` | instance or dict with compatible properties | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_scatterternary(self, a=None, asrc=None, b=None, bsrc=None, c=None, cliponaxis=None, connectgaps=None, csrc=None, customdata=None, customdatasrc=None, fill=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, marker=None, meta=None, metasrc=None, mode=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, stream=None, subplot=None, sum=None, text=None, textfont=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, unselected=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Scatterternary trace | | Provides similar functionality to the "scatter" type but on a | ternary phase diagram. The data is provided by at least two | arrays out of `a`, `b`, `c` triplets. | | Parameters | ---------- | a | Sets the quantity of component `a` in each data point. | If `a`, `b`, and `c` are all provided, they need not be | normalized, only the relative values matter. If only | two arrays are provided they must be normalized to | match `ternary<i>.sum`. | asrc | Sets the source reference on Chart Studio Cloud for | `a`. | b | Sets the quantity of component `a` in each data point. | If `a`, `b`, and `c` are all provided, they need not be | normalized, only the relative values matter. If only | two arrays are provided they must be normalized to | match `ternary<i>.sum`. | bsrc | Sets the source reference on Chart Studio Cloud for | `b`. | c | Sets the quantity of component `a` in each data point. | If `a`, `b`, and `c` are all provided, they need not be | normalized, only the relative values matter. If only | two arrays are provided they must be normalized to | match `ternary<i>.sum`. | cliponaxis | Determines whether or not markers and text nodes are | clipped about the subplot axes. To show markers and | text nodes above axis lines and tick labels, make sure | to set `xaxis.layer` and `yaxis.layer` to *below | traces*. | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the provided data arrays are connected. | csrc | Sets the source reference on Chart Studio Cloud for | `c`. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | fill | Sets the area to fill with a solid color. Use with | `fillcolor` if not "none". scatterternary has a subset | of the options available to scatter. "toself" connects | the endpoints of the trace (or each segment of the | trace if it has gaps) into a closed shape. "tonext" | fills the space between two traces if one completely | encloses the other (eg consecutive contour lines), and | behaves like "toself" if there is no trace before it. | "tonext" should not be used if one trace does not | enclose the other. | fillcolor | Sets the fill color. Defaults to a half-transparent | variant of the line color, marker color, or marker line | color, whichever is available. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.scatterternary.Hoverlabel` | instance or dict with compatible properties | hoveron | Do the hover effects highlight individual points | (markers or line points) or do they highlight filled | regions? If the fill is "toself" or "tonext" and there | are no markers or text, then the default is "fills", | otherwise it is "points". | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (a,b,c) | point. If a single string, the same string appears over | all the data points. If an array of strings, the items | are mapped in order to the the data points in (a,b,c). | To be seen, trace `hoverinfo` must contain a "text" | flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.scatterternary.Legendgroup | title` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.scatterternary.Line` | instance or dict with compatible properties | marker | :class:`plotly.graph_objects.scatterternary.Marker` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | mode | Determines the drawing mode for this scatter trace. If | the provided `mode` includes "text" then the `text` | elements appear at the coordinates. Otherwise, the | `text` elements appear on hover. If there are less than | 20 points and the trace is not stacked then the default | is "lines+markers". Otherwise, "lines". | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | selected | :class:`plotly.graph_objects.scatterternary.Selected` | instance or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.scatterternary.Stream` | instance or dict with compatible properties | subplot | Sets a reference between this trace's data coordinates | and a ternary subplot. If "ternary" (the default | value), the data refer to `layout.ternary`. If | "ternary2", the data refer to `layout.ternary2`, and so | on. | sum | The number each triplet should sum to, if only two of | `a`, `b`, and `c` are provided. This overrides | `ternary<i>.sum` to normalize this specific trace, but | does not affect the values displayed on the axes. 0 (or | missing) means to use ternary<i>.sum | text | Sets text elements associated with each (a,b,c) point. | If a single string, the same string appears over all | the data points. If an array of strings, the items are | mapped in order to the the data points in (a,b,c). If | trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textfont | Sets the text font. | textposition | Sets the positions of the `text` elements with respects | to the (x,y) coordinates. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `a`, `b`, `c` and `text`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.scatterternary.Unselected` | instance or dict with compatible properties | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_selection(self, arg=None, line=None, name=None, opacity=None, path=None, templateitemname=None, type=None, x0=None, x1=None, xref=None, y0=None, y1=None, yref=None, row=None, col=None, secondary_y=None, exclude_empty_subplots=None, **kwargs) -> 'FigureWidget' | Create and add a new selection to the figure's layout | | Parameters | ---------- | arg | instance of Selection or dict with compatible | properties | line | :class:`plotly.graph_objects.layout.selection.Line` | instance or dict with compatible properties | name | When used in a template, named items are created in the | output figure in addition to any items the figure | already has in this array. You can modify these items | in the output figure by making your own item with | `templateitemname` matching this `name` alongside your | modifications (including `visible: false` or `enabled: | false` to hide it). Has no effect outside of a | template. | opacity | Sets the opacity of the selection. | path | For `type` "path" - a valid SVG path similar to | `shapes.path` in data coordinates. Allowed segments | are: M, L and Z. | templateitemname | Used to refer to a named item in this array in the | template. Named items from the template will be created | even without a matching item in the input figure, but | you can modify one by making an item with | `templateitemname` matching its `name`, alongside your | modifications (including `visible: false` or `enabled: | false` to hide it). If there is no template or no | matching item, this item will be hidden unless you | explicitly show it with `visible: true`. | type | Specifies the selection type to be drawn. If "rect", a | rectangle is drawn linking (`x0`,`y0`), (`x1`,`y0`), | (`x1`,`y1`) and (`x0`,`y1`). If "path", draw a custom | SVG path using `path`. | x0 | Sets the selection's starting x position. | x1 | Sets the selection's end x position. | xref | Sets the selection's x coordinate axis. If set to a x | axis id (e.g. "x" or "x2"), the `x` position refers to | a x coordinate. If set to "paper", the `x` position | refers to the distance from the left of the plotting | area in normalized coordinates where 0 (1) corresponds | to the left (right). If set to a x axis ID followed by | "domain" (separated by a space), the position behaves | like for "paper", but refers to the distance in | fractions of the domain length from the left of the | domain of that axis: e.g., *x2 domain* refers to the | domain of the second x axis and a x position of 0.5 | refers to the point between the left and the right of | the domain of the second x axis. | y0 | Sets the selection's starting y position. | y1 | Sets the selection's end y position. | yref | Sets the selection's x coordinate axis. If set to a y | axis id (e.g. "y" or "y2"), the `y` position refers to | a y coordinate. If set to "paper", the `y` position | refers to the distance from the bottom of the plotting | area in normalized coordinates where 0 (1) corresponds | to the bottom (top). If set to a y axis ID followed by | "domain" (separated by a space), the position behaves | like for "paper", but refers to the distance in | fractions of the domain length from the bottom of the | domain of that axis: e.g., *y2 domain* refers to the | domain of the second y axis and a y position of 0.5 | refers to the point between the bottom and the top of | the domain of the second y axis. | row | Subplot row for selection. If 'all', addresses all rows | in the specified column(s). | col | Subplot column for selection. If 'all', addresses all | columns in the specified row(s). | secondary_y | Whether to add selection to secondary y-axis | exclude_empty_subplots | If True, selection will not be added to subplots | without traces. | | Returns | ------- | FigureWidget | | add_shape(self, arg=None, editable=None, fillcolor=None, fillrule=None, label=None, layer=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, name=None, opacity=None, path=None, showlegend=None, templateitemname=None, type=None, visible=None, x0=None, x0shift=None, x1=None, x1shift=None, xanchor=None, xref=None, xsizemode=None, y0=None, y0shift=None, y1=None, y1shift=None, yanchor=None, yref=None, ysizemode=None, row=None, col=None, secondary_y=None, exclude_empty_subplots=None, **kwargs) -> 'FigureWidget' | Create and add a new shape to the figure's layout | | Parameters | ---------- | arg | instance of Shape or dict with compatible properties | editable | Determines whether the shape could be activated for | edit or not. Has no effect when the older editable | shapes mode is enabled via `config.editable` or | `config.edits.shapePosition`. | fillcolor | Sets the color filling the shape's interior. Only | applies to closed shapes. | fillrule | Determines which regions of complex paths constitute | the interior. For more info please visit | https://developer.mozilla.org/en- | US/docs/Web/SVG/Attribute/fill-rule | label | :class:`plotly.graph_objects.layout.shape.Label` | instance or dict with compatible properties | layer | Specifies whether shapes are drawn below gridlines | ("below"), between gridlines and traces ("between") or | above traces ("above"). | legend | Sets the reference to a legend to show this shape in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this shape. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.layout.shape.Legendgroupti | tle` instance or dict with compatible properties | legendrank | Sets the legend rank for this shape. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this shape. | line | :class:`plotly.graph_objects.layout.shape.Line` | instance or dict with compatible properties | name | When used in a template, named items are created in the | output figure in addition to any items the figure | already has in this array. You can modify these items | in the output figure by making your own item with | `templateitemname` matching this `name` alongside your | modifications (including `visible: false` or `enabled: | false` to hide it). Has no effect outside of a | template. | opacity | Sets the opacity of the shape. | path | For `type` "path" - a valid SVG path with the pixel | values replaced by data values in | `xsizemode`/`ysizemode` being "scaled" and taken | unmodified as pixels relative to `xanchor` and | `yanchor` in case of "pixel" size mode. There are a few | restrictions / quirks only absolute instructions, not | relative. So the allowed segments are: M, L, H, V, Q, | C, T, S, and Z arcs (A) are not allowed because radius | rx and ry are relative. In the future we could consider | supporting relative commands, but we would have to | decide on how to handle date and log axes. Note that | even as is, Q and C Bezier paths that are smooth on | linear axes may not be smooth on log, and vice versa. | no chained "polybezier" commands - specify the segment | type for each one. On category axes, values are numbers | scaled to the serial numbers of categories because | using the categories themselves there would be no way | to describe fractional positions On data axes: because | space and T are both normal components of path strings, | we can't use either to separate date from time parts. | Therefore we'll use underscore for this purpose: | 2015-02-21_13:45:56.789 | showlegend | Determines whether or not this shape is shown in the | legend. | templateitemname | Used to refer to a named item in this array in the | template. Named items from the template will be created | even without a matching item in the input figure, but | you can modify one by making an item with | `templateitemname` matching its `name`, alongside your | modifications (including `visible: false` or `enabled: | false` to hide it). If there is no template or no | matching item, this item will be hidden unless you | explicitly show it with `visible: true`. | type | Specifies the shape type to be drawn. If "line", a line | is drawn from (`x0`,`y0`) to (`x1`,`y1`) with respect | to the axes' sizing mode. If "circle", a circle is | drawn from ((`x0`+`x1`)/2, (`y0`+`y1`)/2)) with radius | (|(`x0`+`x1`)/2 - `x0`|, |(`y0`+`y1`)/2 -`y0`)|) with | respect to the axes' sizing mode. If "rect", a | rectangle is drawn linking (`x0`,`y0`), (`x1`,`y0`), | (`x1`,`y1`), (`x0`,`y1`), (`x0`,`y0`) with respect to | the axes' sizing mode. If "path", draw a custom SVG | path using `path`. with respect to the axes' sizing | mode. | visible | Determines whether or not this shape is visible. If | "legendonly", the shape is not drawn, but can appear as | a legend item (provided that the legend itself is | visible). | x0 | Sets the shape's starting x position. See `type` and | `xsizemode` for more info. | x0shift | Shifts `x0` away from the center of the category when | `xref` is a "category" or "multicategory" axis. -0.5 | corresponds to the start of the category and 0.5 | corresponds to the end of the category. | x1 | Sets the shape's end x position. See `type` and | `xsizemode` for more info. | x1shift | Shifts `x1` away from the center of the category when | `xref` is a "category" or "multicategory" axis. -0.5 | corresponds to the start of the category and 0.5 | corresponds to the end of the category. | xanchor | Only relevant in conjunction with `xsizemode` set to | "pixel". Specifies the anchor point on the x axis to | which `x0`, `x1` and x coordinates within `path` are | relative to. E.g. useful to attach a pixel sized shape | to a certain data value. No effect when `xsizemode` not | set to "pixel". | xref | Sets the shape's x coordinate axis. If set to a x axis | id (e.g. "x" or "x2"), the `x` position refers to a x | coordinate. If set to "paper", the `x` position refers | to the distance from the left of the plotting area in | normalized coordinates where 0 (1) corresponds to the | left (right). If set to a x axis ID followed by | "domain" (separated by a space), the position behaves | like for "paper", but refers to the distance in | fractions of the domain length from the left of the | domain of that axis: e.g., *x2 domain* refers to the | domain of the second x axis and a x position of 0.5 | refers to the point between the left and the right of | the domain of the second x axis. | xsizemode | Sets the shapes's sizing mode along the x axis. If set | to "scaled", `x0`, `x1` and x coordinates within `path` | refer to data values on the x axis or a fraction of the | plot area's width (`xref` set to "paper"). If set to | "pixel", `xanchor` specifies the x position in terms of | data or plot fraction but `x0`, `x1` and x coordinates | within `path` are pixels relative to `xanchor`. This | way, the shape can have a fixed width while maintaining | a position relative to data or plot fraction. | y0 | Sets the shape's starting y position. See `type` and | `ysizemode` for more info. | y0shift | Shifts `y0` away from the center of the category when | `yref` is a "category" or "multicategory" axis. -0.5 | corresponds to the start of the category and 0.5 | corresponds to the end of the category. | y1 | Sets the shape's end y position. See `type` and | `ysizemode` for more info. | y1shift | Shifts `y1` away from the center of the category when | `yref` is a "category" or "multicategory" axis. -0.5 | corresponds to the start of the category and 0.5 | corresponds to the end of the category. | yanchor | Only relevant in conjunction with `ysizemode` set to | "pixel". Specifies the anchor point on the y axis to | which `y0`, `y1` and y coordinates within `path` are | relative to. E.g. useful to attach a pixel sized shape | to a certain data value. No effect when `ysizemode` not | set to "pixel". | yref | Sets the shape's y coordinate axis. If set to a y axis | id (e.g. "y" or "y2"), the `y` position refers to a y | coordinate. If set to "paper", the `y` position refers | to the distance from the bottom of the plotting area in | normalized coordinates where 0 (1) corresponds to the | bottom (top). If set to a y axis ID followed by | "domain" (separated by a space), the position behaves | like for "paper", but refers to the distance in | fractions of the domain length from the bottom of the | domain of that axis: e.g., *y2 domain* refers to the | domain of the second y axis and a y position of 0.5 | refers to the point between the bottom and the top of | the domain of the second y axis. | ysizemode | Sets the shapes's sizing mode along the y axis. If set | to "scaled", `y0`, `y1` and y coordinates within `path` | refer to data values on the y axis or a fraction of the | plot area's height (`yref` set to "paper"). If set to | "pixel", `yanchor` specifies the y position in terms of | data or plot fraction but `y0`, `y1` and y coordinates | within `path` are pixels relative to `yanchor`. This | way, the shape can have a fixed height while | maintaining a position relative to data or plot | fraction. | row | Subplot row for shape. If 'all', addresses all rows in | the specified column(s). | col | Subplot column for shape. If 'all', addresses all | columns in the specified row(s). | secondary_y | Whether to add shape to secondary y-axis | exclude_empty_subplots | If True, shape will not be added to subplots without | traces. | | Returns | ------- | FigureWidget | | add_splom(self, customdata=None, customdatasrc=None, diagonal=None, dimensions=None, dimensiondefaults=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, marker=None, meta=None, metasrc=None, name=None, opacity=None, selected=None, selectedpoints=None, showlegend=None, showlowerhalf=None, showupperhalf=None, stream=None, text=None, textsrc=None, uid=None, uirevision=None, unselected=None, visible=None, xaxes=None, xhoverformat=None, yaxes=None, yhoverformat=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Splom trace | | Splom traces generate scatter plot matrix visualizations. Each | splom `dimensions` items correspond to a generated axis. Values | for each of those dimensions are set in `dimensions[i].values`. | Splom traces support all `scattergl` marker style attributes. | Specify `layout.grid` attributes and/or layout x-axis and | y-axis attributes for more control over the axis positioning | and style. | | Parameters | ---------- | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | diagonal | :class:`plotly.graph_objects.splom.Diagonal` instance | or dict with compatible properties | dimensions | A tuple of | :class:`plotly.graph_objects.splom.Dimension` instances | or dicts with compatible properties | dimensiondefaults | When used in a template (as | layout.template.data.splom.dimensiondefaults), sets the | default property values to use for elements of | splom.dimensions | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.splom.Hoverlabel` instance | or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.splom.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | marker | :class:`plotly.graph_objects.splom.Marker` instance or | dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | selected | :class:`plotly.graph_objects.splom.Selected` instance | or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showlowerhalf | Determines whether or not subplots on the lower half | from the diagonal are displayed. | showupperhalf | Determines whether or not subplots on the upper half | from the diagonal are displayed. | stream | :class:`plotly.graph_objects.splom.Stream` instance or | dict with compatible properties | text | Sets text elements associated with each (x,y) pair to | appear on hover. If a single string, the same string | appears over all the data points. If an array of | string, the items are mapped in order to the this | trace's (x,y) coordinates. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.splom.Unselected` instance | or dict with compatible properties | visible | 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). | xaxes | Sets the list of x axes corresponding to dimensions of | this splom trace. By default, a splom will match the | first N xaxes where N is the number of input | dimensions. Note that, in case where `diagonal.visible` | is false and `showupperhalf` or `showlowerhalf` is | false, this splom trace will generate one less x-axis | and one less y-axis. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | yaxes | Sets the list of y axes corresponding to dimensions of | this splom trace. By default, a splom will match the | first N yaxes where N is the number of input | dimensions. Note that, in case where `diagonal.visible` | is false and `showupperhalf` or `showlowerhalf` is | false, this splom trace will generate one less x-axis | and one less y-axis. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_streamtube(self, autocolorscale=None, cauto=None, cmax=None, cmid=None, cmin=None, coloraxis=None, colorbar=None, colorscale=None, customdata=None, customdatasrc=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, lighting=None, lightposition=None, maxdisplayed=None, meta=None, metasrc=None, name=None, opacity=None, reversescale=None, scene=None, showlegend=None, showscale=None, sizeref=None, starts=None, stream=None, text=None, u=None, uhoverformat=None, uid=None, uirevision=None, usrc=None, v=None, vhoverformat=None, visible=None, vsrc=None, w=None, whoverformat=None, wsrc=None, x=None, xhoverformat=None, xsrc=None, y=None, yhoverformat=None, ysrc=None, z=None, zhoverformat=None, zsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Streamtube trace | | Use a streamtube trace to visualize flow in a vector field. | Specify a vector field using 6 1D arrays of equal length, 3 | position arrays `x`, `y` and `z` and 3 vector component arrays | `u`, `v`, and `w`. By default, the tubes' starting positions | will be cut from the vector field's x-z plane at its minimum y | value. To specify your own starting position, use attributes | `starts.x`, `starts.y` and `starts.z`. The color is encoded by | the norm of (u, v, w), and the local radius by the divergence | of (u, v, w). | | Parameters | ---------- | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | cauto | Determines whether or not the color domain is computed | with respect to the input data (here u/v/w norm) or the | bounds set in `cmin` and `cmax` Defaults to `false` | when `cmin` and `cmax` are set by the user. | cmax | Sets the upper bound of the color domain. Value should | have the same units as u/v/w norm and if set, `cmin` | must be set as well. | cmid | Sets the mid-point of the color domain by scaling | `cmin` and/or `cmax` to be equidistant to this point. | Value should have the same units as u/v/w norm. Has no | effect when `cauto` is `false`. | cmin | Sets the lower bound of the color domain. Value should | have the same units as u/v/w norm and if set, `cmax` | must be set as well. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.streamtube.ColorBar` | instance or dict with compatible properties | colorscale | 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, use `cmin` and `cmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.streamtube.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variables `tubex`, `tubey`, `tubez`, `tubeu`, | `tubev`, `tubew`, `norm` and `divergence`. Anything | contained in tag `<extra>` is displayed in the | secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.streamtube.Legendgrouptitl | e` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | lighting | :class:`plotly.graph_objects.streamtube.Lighting` | instance or dict with compatible properties | lightposition | :class:`plotly.graph_objects.streamtube.Lightposition` | instance or dict with compatible properties | maxdisplayed | The maximum number of displayed segments in a | streamtube. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the surface. Please note that in | the case of using high `opacity` values for example a | value greater than or equal to 0.5 on two surfaces (and | 0.25 with four surfaces), an overlay of multiple | transparent surfaces may not perfectly be sorted in | depth by the webgl API. This behavior may be improved | in the near future and is subject to change. | reversescale | Reverses the color mapping if true. If true, `cmin` | will correspond to the last color in the array and | `cmax` will correspond to the first color. | scene | Sets a reference between this trace's 3D coordinate | system and a 3D scene. If "scene" (the default value), | the (x,y,z) coordinates refer to `layout.scene`. If | "scene2", the (x,y,z) coordinates refer to | `layout.scene2`, and so on. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | sizeref | The scaling factor for the streamtubes. The default is | 1, which avoids two max divergence tubes from touching | at adjacent starting positions. | starts | :class:`plotly.graph_objects.streamtube.Starts` | instance or dict with compatible properties | stream | :class:`plotly.graph_objects.streamtube.Stream` | instance or dict with compatible properties | text | Sets a text element associated with this trace. If | trace `hoverinfo` contains a "text" flag, this text | element will be seen in all hover labels. Note that | streamtube traces do not support array `text` values. | u | Sets the x components of the vector field. | uhoverformat | Sets the hover text formatting rulefor `u` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: https://github.com/d | 3/d3-format/tree/v1.4.5#d3-format.By default the values | are formatted using generic number format. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | usrc | Sets the source reference on Chart Studio Cloud for | `u`. | v | Sets the y components of the vector field. | vhoverformat | Sets the hover text formatting rulefor `v` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: https://github.com/d | 3/d3-format/tree/v1.4.5#d3-format.By default the values | are formatted using generic number format. | visible | 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). | vsrc | Sets the source reference on Chart Studio Cloud for | `v`. | w | Sets the z components of the vector field. | whoverformat | Sets the hover text formatting rulefor `w` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: https://github.com/d | 3/d3-format/tree/v1.4.5#d3-format.By default the values | are formatted using generic number format. | wsrc | Sets the source reference on Chart Studio Cloud for | `w`. | x | Sets the x coordinates of the vector field. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the y coordinates of the vector field. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | z | Sets the z coordinates of the vector field. | zhoverformat | Sets the hover text formatting rulefor `z` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `zaxis.hoverformat`. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_sunburst(self, branchvalues=None, count=None, customdata=None, customdatasrc=None, domain=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, insidetextfont=None, insidetextorientation=None, labels=None, labelssrc=None, leaf=None, legend=None, legendgrouptitle=None, legendrank=None, legendwidth=None, level=None, marker=None, maxdepth=None, meta=None, metasrc=None, name=None, opacity=None, outsidetextfont=None, parents=None, parentssrc=None, root=None, rotation=None, sort=None, stream=None, text=None, textfont=None, textinfo=None, textsrc=None, texttemplate=None, texttemplatesrc=None, uid=None, uirevision=None, values=None, valuessrc=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Sunburst trace | | Visualize hierarchal data spanning outward radially from root | to leaves. The sunburst sectors are determined by the entries | in "labels" or "ids" and in "parents". | | Parameters | ---------- | branchvalues | Determines how the items in `values` are summed. When | set to "total", items in `values` are taken to be value | of all its descendants. When set to "remainder", items | in `values` corresponding to the root and the branches | sectors are taken to be the extra part not part of the | sum of the values at their leaves. | count | Determines default for `values` when it is not | provided, by inferring a 1 for each of the "leaves" | and/or "branches", otherwise 0. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | domain | :class:`plotly.graph_objects.sunburst.Domain` instance | or dict with compatible properties | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.sunburst.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variables `currentPath`, `root`, `entry`, | `percentRoot`, `percentEntry` and `percentParent`. | Anything contained in tag `<extra>` is displayed in the | secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each sector. | If a single string, the same string appears for all | data points. If an array of string, the items are | mapped in order of this trace's sectors. To be seen, | trace `hoverinfo` must contain a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | insidetextfont | Sets the font used for `textinfo` lying inside the | sector. | insidetextorientation | Controls the orientation of the text inside chart | sectors. When set to "auto", text may be oriented in | any direction in order to be as big as possible in the | middle of a sector. The "horizontal" option orients | text to be parallel with the bottom of the chart, and | may make text smaller in order to achieve that goal. | The "radial" option orients text along the radius of | the sector. The "tangential" option orients text | perpendicular to the radius of the sector. | labels | Sets the labels of each of the sectors. | labelssrc | Sets the source reference on Chart Studio Cloud for | `labels`. | leaf | :class:`plotly.graph_objects.sunburst.Leaf` instance or | dict with compatible properties | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgrouptitle | :class:`plotly.graph_objects.sunburst.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | level | Sets the level from which this trace hierarchy is | rendered. Set `level` to `''` to start from the root | node in the hierarchy. Must be an "id" if `ids` is | filled in, otherwise plotly attempts to find a matching | item in `labels`. | marker | :class:`plotly.graph_objects.sunburst.Marker` instance | or dict with compatible properties | maxdepth | Sets the number of rendered sectors from any given | `level`. Set `maxdepth` to "-1" to render all the | levels in the hierarchy. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | outsidetextfont | Sets the font used for `textinfo` lying outside the | sector. This option refers to the root of the hierarchy | presented at the center of a sunburst graph. Please | note that if a hierarchy has multiple root nodes, this | option won't have any effect and `insidetextfont` would | be used. | parents | Sets the parent sectors for each of the sectors. Empty | string items '' are understood to reference the root | node in the hierarchy. If `ids` is filled, `parents` | items are understood to be "ids" themselves. When `ids` | is not set, plotly attempts to find matching items in | `labels`, but beware they must be unique. | parentssrc | Sets the source reference on Chart Studio Cloud for | `parents`. | root | :class:`plotly.graph_objects.sunburst.Root` instance or | dict with compatible properties | rotation | Rotates the whole diagram counterclockwise by some | angle. By default the first slice starts at 3 o'clock. | sort | Determines whether or not the sectors are reordered | from largest to smallest. | stream | :class:`plotly.graph_objects.sunburst.Stream` instance | or dict with compatible properties | text | Sets text elements associated with each sector. If | trace `textinfo` contains a "text" flag, these elements | will be seen on the chart. If trace `hoverinfo` | contains a "text" flag and "hovertext" is not set, | these elements will be seen in the hover labels. | textfont | Sets the font used for `textinfo`. | textinfo | Determines which trace information appear on the graph. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `currentPath`, `root`, `entry`, | `percentRoot`, `percentEntry`, `percentParent`, `label` | and `value`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | values | Sets the values associated with each of the sectors. | Use with `branchvalues` to determine how the values are | summed. | valuessrc | Sets the source reference on Chart Studio Cloud for | `values`. | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_surface(self, autocolorscale=None, cauto=None, cmax=None, cmid=None, cmin=None, coloraxis=None, colorbar=None, colorscale=None, connectgaps=None, contours=None, customdata=None, customdatasrc=None, hidesurface=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, lighting=None, lightposition=None, meta=None, metasrc=None, name=None, opacity=None, opacityscale=None, reversescale=None, scene=None, showlegend=None, showscale=None, stream=None, surfacecolor=None, surfacecolorsrc=None, text=None, textsrc=None, uid=None, uirevision=None, visible=None, x=None, xcalendar=None, xhoverformat=None, xsrc=None, y=None, ycalendar=None, yhoverformat=None, ysrc=None, z=None, zcalendar=None, zhoverformat=None, zsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Surface trace | | The data the describes the coordinates of the surface is set in | `z`. Data in `z` should be a 2D list. Coordinates in `x` and | `y` can either be 1D lists or 2D lists (e.g. to graph | parametric surfaces). If not provided in `x` and `y`, the x and | y coordinates are assumed to be linear starting at 0 with a | unit step. The color scale corresponds to the `z` values by | default. For custom color scales, use `surfacecolor` which | should be a 2D list, where its bounds can be controlled using | `cmin` and `cmax`. | | Parameters | ---------- | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | cauto | Determines whether or not the color domain is computed | with respect to the input data (here z or surfacecolor) | or the bounds set in `cmin` and `cmax` Defaults to | `false` when `cmin` and `cmax` are set by the user. | cmax | Sets the upper bound of the color domain. Value should | have the same units as z or surfacecolor and if set, | `cmin` must be set as well. | cmid | Sets the mid-point of the color domain by scaling | `cmin` and/or `cmax` to be equidistant to this point. | Value should have the same units as z or surfacecolor. | Has no effect when `cauto` is `false`. | cmin | Sets the lower bound of the color domain. Value should | have the same units as z or surfacecolor and if set, | `cmax` must be set as well. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.surface.ColorBar` instance | or dict with compatible properties | colorscale | 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, use `cmin` and `cmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | connectgaps | Determines whether or not gaps (i.e. {nan} or missing | values) in the `z` data are filled in. | contours | :class:`plotly.graph_objects.surface.Contours` instance | or dict with compatible properties | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | hidesurface | Determines whether or not a surface is drawn. For | example, set `hidesurface` to False `contours.x.show` | to True and `contours.y.show` to True to draw a wire | frame plot. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.surface.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.surface.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | lighting | :class:`plotly.graph_objects.surface.Lighting` instance | or dict with compatible properties | lightposition | :class:`plotly.graph_objects.surface.Lightposition` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the surface. Please note that in | the case of using high `opacity` values for example a | value greater than or equal to 0.5 on two surfaces (and | 0.25 with four surfaces), an overlay of multiple | transparent surfaces may not perfectly be sorted in | depth by the webgl API. This behavior may be improved | in the near future and is subject to change. | opacityscale | Sets the opacityscale. The opacityscale must be an | array containing arrays mapping a normalized value to | an opacity value. At minimum, a mapping for the lowest | (0) and highest (1) values are required. For example, | `[[0, 1], [0.5, 0.2], [1, 1]]` means that higher/lower | values would have higher opacity values and those in | the middle would be more transparent Alternatively, | `opacityscale` may be a palette name string of the | following list: 'min', 'max', 'extremes' and 'uniform'. | The default is 'uniform'. | reversescale | Reverses the color mapping if true. If true, `cmin` | will correspond to the last color in the array and | `cmax` will correspond to the first color. | scene | Sets a reference between this trace's 3D coordinate | system and a 3D scene. If "scene" (the default value), | the (x,y,z) coordinates refer to `layout.scene`. If | "scene2", the (x,y,z) coordinates refer to | `layout.scene2`, and so on. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | stream | :class:`plotly.graph_objects.surface.Stream` instance | or dict with compatible properties | surfacecolor | Sets the surface color values, used for setting a color | scale independent of `z`. | surfacecolorsrc | Sets the source reference on Chart Studio Cloud for | `surfacecolor`. | text | Sets the text elements associated with each z value. If | trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | x | Sets the x coordinates. | xcalendar | Sets the calendar system to use with `x` date data. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the y coordinates. | ycalendar | Sets the calendar system to use with `y` date data. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | z | Sets the z coordinates. | zcalendar | Sets the calendar system to use with `z` date data. | zhoverformat | Sets the hover text formatting rulefor `z` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `zaxis.hoverformat`. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_table(self, cells=None, columnorder=None, columnordersrc=None, columnwidth=None, columnwidthsrc=None, customdata=None, customdatasrc=None, domain=None, header=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, ids=None, idssrc=None, legend=None, legendgrouptitle=None, legendrank=None, legendwidth=None, meta=None, metasrc=None, name=None, stream=None, uid=None, uirevision=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Table trace | | Table view for detailed data viewing. The data are arranged in | a grid of rows and columns. Most styling can be specified for | columns, rows or individual cells. Table is using a column- | major order, ie. the grid is represented as a vector of column | vectors. | | Parameters | ---------- | cells | :class:`plotly.graph_objects.table.Cells` instance or | dict with compatible properties | columnorder | Specifies the rendered order of the data columns; for | example, a value `2` at position `0` means that column | index `0` in the data will be rendered as the third | column, as columns have an index base of zero. | columnordersrc | Sets the source reference on Chart Studio Cloud for | `columnorder`. | columnwidth | The width of columns expressed as a ratio. Columns fill | the available width in proportion of their specified | column widths. | columnwidthsrc | Sets the source reference on Chart Studio Cloud for | `columnwidth`. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | domain | :class:`plotly.graph_objects.table.Domain` instance or | dict with compatible properties | header | :class:`plotly.graph_objects.table.Header` instance or | dict with compatible properties | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.table.Hoverlabel` instance | or dict with compatible properties | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgrouptitle | :class:`plotly.graph_objects.table.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | stream | :class:`plotly.graph_objects.table.Stream` instance or | dict with compatible properties | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_trace(self, trace, row=None, col=None, secondary_y=None, exclude_empty_subplots=False) -> 'FigureWidget' | Add a trace to the figure | | Parameters | ---------- | trace : BaseTraceType or dict | Either: | - An instances of a trace classe from the plotly.graph_objs | package (e.g plotly.graph_objs.Scatter, plotly.graph_objs.Bar) | - or a dicts where: | | - The 'type' property specifies the trace type (e.g. | 'scatter', 'bar', 'area', etc.). If the dict has no 'type' | property then 'scatter' is assumed. | - All remaining properties are passed to the constructor | of the specified trace type. | | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`. | If 'all', addresses all rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`. | If 'all', addresses all columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | * The trace argument is a 2D cartesian trace | (scatter, bar, etc.) | exclude_empty_subplots: boolean | If True, the trace will not be added to subplots that don't already | have traces. | Returns | ------- | BaseFigure | The Figure that add_trace was called on | | Examples | -------- | | >>> from plotly import subplots | >>> import plotly.graph_objs as go | | Add two Scatter traces to a figure | | >>> fig = go.Figure() | >>> fig.add_trace(go.Scatter(x=[1,2,3], y=[2,1,2])) # doctest: +ELLIPSIS | Figure(...) | >>> fig.add_trace(go.Scatter(x=[1,2,3], y=[2,1,2])) # doctest: +ELLIPSIS | Figure(...) | | | Add two Scatter traces to vertically stacked subplots | | >>> fig = subplots.make_subplots(rows=2) | >>> fig.add_trace(go.Scatter(x=[1,2,3], y=[2,1,2]), row=1, col=1) # doctest: +ELLIPSIS | Figure(...) | >>> fig.add_trace(go.Scatter(x=[1,2,3], y=[2,1,2]), row=2, col=1) # doctest: +ELLIPSIS | Figure(...) | | add_traces(self, data, rows=None, cols=None, secondary_ys=None, exclude_empty_subplots=False) -> 'FigureWidget' | Add traces to the figure | | Parameters | ---------- | data : list[BaseTraceType or dict] | A list of trace specifications to be added. | Trace specifications may be either: | | - Instances of trace classes from the plotly.graph_objs | package (e.g plotly.graph_objs.Scatter, plotly.graph_objs.Bar) | - Dicts where: | | - The 'type' property specifies the trace type (e.g. | 'scatter', 'bar', 'area', etc.). If the dict has no 'type' | property then 'scatter' is assumed. | - All remaining properties are passed to the constructor | of the specified trace type. | | rows : None, list[int], or int (default None) | List of subplot row indexes (starting from 1) for the traces to be | added. Only valid if figure was created using | `plotly.tools.make_subplots` | If a single integer is passed, all traces will be added to row number | | cols : None or list[int] (default None) | List of subplot column indexes (starting from 1) for the traces | to be added. Only valid if figure was created using | `plotly.tools.make_subplots` | If a single integer is passed, all traces will be added to column number | | | secondary_ys: None or list[boolean] (default None) | List of secondary_y booleans for traces to be added. See the | docstring for `add_trace` for more info. | | exclude_empty_subplots: boolean | If True, the trace will not be added to subplots that don't already | have traces. | | Returns | ------- | BaseFigure | The Figure that add_traces was called on | | Examples | -------- | | >>> from plotly import subplots | >>> import plotly.graph_objs as go | | Add two Scatter traces to a figure | | >>> fig = go.Figure() | >>> fig.add_traces([go.Scatter(x=[1,2,3], y=[2,1,2]), | ... go.Scatter(x=[1,2,3], y=[2,1,2])]) # doctest: +ELLIPSIS | Figure(...) | | Add two Scatter traces to vertically stacked subplots | | >>> fig = subplots.make_subplots(rows=2) | >>> fig.add_traces([go.Scatter(x=[1,2,3], y=[2,1,2]), | ... go.Scatter(x=[1,2,3], y=[2,1,2])], | ... rows=[1, 2], cols=[1, 1]) # doctest: +ELLIPSIS | Figure(...) | | add_treemap(self, branchvalues=None, count=None, customdata=None, customdatasrc=None, domain=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, insidetextfont=None, labels=None, labelssrc=None, legend=None, legendgrouptitle=None, legendrank=None, legendwidth=None, level=None, marker=None, maxdepth=None, meta=None, metasrc=None, name=None, opacity=None, outsidetextfont=None, parents=None, parentssrc=None, pathbar=None, root=None, sort=None, stream=None, text=None, textfont=None, textinfo=None, textposition=None, textsrc=None, texttemplate=None, texttemplatesrc=None, tiling=None, uid=None, uirevision=None, values=None, valuessrc=None, visible=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Treemap trace | | Visualize hierarchal data from leaves (and/or outer branches) | towards root with rectangles. The treemap sectors are | determined by the entries in "labels" or "ids" and in | "parents". | | Parameters | ---------- | branchvalues | Determines how the items in `values` are summed. When | set to "total", items in `values` are taken to be value | of all its descendants. When set to "remainder", items | in `values` corresponding to the root and the branches | sectors are taken to be the extra part not part of the | sum of the values at their leaves. | count | Determines default for `values` when it is not | provided, by inferring a 1 for each of the "leaves" | and/or "branches", otherwise 0. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | domain | :class:`plotly.graph_objects.treemap.Domain` instance | or dict with compatible properties | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.treemap.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variables `currentPath`, `root`, `entry`, | `percentRoot`, `percentEntry` and `percentParent`. | Anything contained in tag `<extra>` is displayed in the | secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each sector. | If a single string, the same string appears for all | data points. If an array of string, the items are | mapped in order of this trace's sectors. To be seen, | trace `hoverinfo` must contain a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | insidetextfont | Sets the font used for `textinfo` lying inside the | sector. | labels | Sets the labels of each of the sectors. | labelssrc | Sets the source reference on Chart Studio Cloud for | `labels`. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgrouptitle | :class:`plotly.graph_objects.treemap.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | level | Sets the level from which this trace hierarchy is | rendered. Set `level` to `''` to start from the root | node in the hierarchy. Must be an "id" if `ids` is | filled in, otherwise plotly attempts to find a matching | item in `labels`. | marker | :class:`plotly.graph_objects.treemap.Marker` instance | or dict with compatible properties | maxdepth | Sets the number of rendered sectors from any given | `level`. Set `maxdepth` to "-1" to render all the | levels in the hierarchy. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the trace. | outsidetextfont | Sets the font used for `textinfo` lying outside the | sector. This option refers to the root of the hierarchy | presented on top left corner of a treemap graph. Please | note that if a hierarchy has multiple root nodes, this | option won't have any effect and `insidetextfont` would | be used. | parents | Sets the parent sectors for each of the sectors. Empty | string items '' are understood to reference the root | node in the hierarchy. If `ids` is filled, `parents` | items are understood to be "ids" themselves. When `ids` | is not set, plotly attempts to find matching items in | `labels`, but beware they must be unique. | parentssrc | Sets the source reference on Chart Studio Cloud for | `parents`. | pathbar | :class:`plotly.graph_objects.treemap.Pathbar` instance | or dict with compatible properties | root | :class:`plotly.graph_objects.treemap.Root` instance or | dict with compatible properties | sort | Determines whether or not the sectors are reordered | from largest to smallest. | stream | :class:`plotly.graph_objects.treemap.Stream` instance | or dict with compatible properties | text | Sets text elements associated with each sector. If | trace `textinfo` contains a "text" flag, these elements | will be seen on the chart. If trace `hoverinfo` | contains a "text" flag and "hovertext" is not set, | these elements will be seen in the hover labels. | textfont | Sets the font used for `textinfo`. | textinfo | Determines which trace information appear on the graph. | textposition | Sets the positions of the `text` elements. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `currentPath`, `root`, `entry`, | `percentRoot`, `percentEntry`, `percentParent`, `label` | and `value`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | tiling | :class:`plotly.graph_objects.treemap.Tiling` instance | or dict with compatible properties | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | values | Sets the values associated with each of the sectors. | Use with `branchvalues` to determine how the values are | summed. | valuessrc | Sets the source reference on Chart Studio Cloud for | `values`. | visible | 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). | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_violin(self, alignmentgroup=None, bandwidth=None, box=None, customdata=None, customdatasrc=None, fillcolor=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hoveron=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, jitter=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, line=None, marker=None, meanline=None, meta=None, metasrc=None, name=None, offsetgroup=None, opacity=None, orientation=None, pointpos=None, points=None, quartilemethod=None, scalegroup=None, scalemode=None, selected=None, selectedpoints=None, showlegend=None, side=None, span=None, spanmode=None, stream=None, text=None, textsrc=None, uid=None, uirevision=None, unselected=None, visible=None, width=None, x=None, x0=None, xaxis=None, xhoverformat=None, xsrc=None, y=None, y0=None, yaxis=None, yhoverformat=None, ysrc=None, zorder=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Violin trace | | In vertical (horizontal) violin plots, statistics are computed | using `y` (`x`) values. By supplying an `x` (`y`) array, one | violin per distinct x (y) value is drawn If no `x` (`y`) list | is provided, a single violin is drawn. That violin position is | then positioned with with `name` or with `x0` (`y0`) if | provided. | | Parameters | ---------- | alignmentgroup | Set several traces linked to the same position axis or | matching axes to the same alignmentgroup. This controls | whether bars compute their positional range dependently | or independently. | bandwidth | Sets the bandwidth used to compute the kernel density | estimate. By default, the bandwidth is determined by | Silverman's rule of thumb. | box | :class:`plotly.graph_objects.violin.Box` instance or | dict with compatible properties | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | fillcolor | Sets the fill color. Defaults to a half-transparent | variant of the line color, marker color, or marker line | color, whichever is available. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.violin.Hoverlabel` | instance or dict with compatible properties | hoveron | Do the hover effects highlight individual violins or | sample points or the kernel density estimate or any | combination of them? | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | jitter | Sets the amount of jitter in the sample points drawn. | If 0, the sample points align along the distribution | axis. If 1, the sample points are drawn in a random | jitter of width equal to the width of the violins. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.violin.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | line | :class:`plotly.graph_objects.violin.Line` instance or | dict with compatible properties | marker | :class:`plotly.graph_objects.violin.Marker` instance or | dict with compatible properties | meanline | :class:`plotly.graph_objects.violin.Meanline` instance | or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. For violin traces, the name | will also be used for the position coordinate, if `x` | and `x0` (`y` and `y0` if horizontal) are missing and | the position axis is categorical. Note that the trace | name is also used as a default value for attribute | `scalegroup` (please see its description for details). | offsetgroup | Set several traces linked to the same position axis or | matching axes to the same offsetgroup where bars of the | same position coordinate will line up. | opacity | Sets the opacity of the trace. | orientation | Sets the orientation of the violin(s). If "v" ("h"), | the distribution is visualized along the vertical | (horizontal). | pointpos | Sets the position of the sample points in relation to | the violins. If 0, the sample points are places over | the center of the violins. Positive (negative) values | correspond to positions to the right (left) for | vertical violins and above (below) for horizontal | violins. | points | If "outliers", only the sample points lying outside the | whiskers are shown If "suspectedoutliers", the outlier | points are shown and points either less than 4*Q1-3*Q3 | or greater than 4*Q3-3*Q1 are highlighted (see | `outliercolor`) If "all", all sample points are shown | If False, only the violins are shown with no sample | points. Defaults to "suspectedoutliers" when | `marker.outliercolor` or `marker.line.outliercolor` is | set, otherwise defaults to "outliers". | quartilemethod | Sets the method used to compute the sample's Q1 and Q3 | quartiles. The "linear" method uses the 25th percentile | for Q1 and 75th percentile for Q3 as computed using | method #10 (listed on | http://jse.amstat.org/v14n3/langford.html). The | "exclusive" method uses the median to divide the | ordered dataset into two halves if the sample is odd, | it does not include the median in either half - Q1 is | then the median of the lower half and Q3 the median of | the upper half. The "inclusive" method also uses the | median to divide the ordered dataset into two halves | but if the sample is odd, it includes the median in | both halves - Q1 is then the median of the lower half | and Q3 the median of the upper half. | scalegroup | If there are multiple violins that should be sized | according to to some metric (see `scalemode`), link | them by providing a non-empty group id here shared by | every trace in the same group. If a violin's `width` is | undefined, `scalegroup` will default to the trace's | name. In this case, violins with the same names will be | linked together | scalemode | Sets the metric by which the width of each violin is | determined. "width" means each violin has the same | (max) width "count" means the violins are scaled by the | number of sample points making up each violin. | selected | :class:`plotly.graph_objects.violin.Selected` instance | or dict with compatible properties | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | side | Determines on which side of the position value the | density function making up one half of a violin is | plotted. Useful when comparing two violin traces under | "overlay" mode, where one trace has `side` set to | "positive" and the other to "negative". | span | Sets the span in data space for which the density | function will be computed. Has an effect only when | `spanmode` is set to "manual". | spanmode | Sets the method by which the span in data space where | the density function will be computed. "soft" means the | span goes from the sample's minimum value minus two | bandwidths to the sample's maximum value plus two | bandwidths. "hard" means the span goes from the | sample's minimum to its maximum value. For custom span | settings, use mode "manual" and fill in the `span` | attribute. | stream | :class:`plotly.graph_objects.violin.Stream` instance or | dict with compatible properties | text | Sets the text elements associated with each sample | value. If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (x,y) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | unselected | :class:`plotly.graph_objects.violin.Unselected` | instance or dict with compatible properties | visible | 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). | width | Sets the width of the violin in data coordinates. If 0 | (default value) the width is automatically selected | based on the positions of other violin traces in the | same subplot. | x | Sets the x sample data or coordinates. See overview for | more info. | x0 | Sets the x coordinate for single-box traces or the | starting coordinate for multi-box traces set using | q1/median/q3. See overview for more info. | xaxis | 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 to `layout.xaxis2`, and so on. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the y sample data or coordinates. See overview for | more info. | y0 | Sets the y coordinate for single-box traces or the | starting coordinate for multi-box traces set using | q1/median/q3. See overview for more info. | yaxis | 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 to `layout.yaxis2`, and so on. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | add_vline(self, x, row='all', col='all', exclude_empty_subplots=True, annotation=None, **kwargs) -> 'FigureWidget' | Add a vertical line to a plot or subplot that extends infinitely in the | y-dimension. | | Parameters | ---------- | x: float or int | A number representing the x coordinate of the vertical line. | exclude_empty_subplots: Boolean | If True (default) do not place the shape on subplots that have no data | plotted on them. | row: None, int or 'all' | Subplot row for shape indexed starting at 1. If 'all', addresses all rows in | the specified column(s). If both row and col are None, addresses the | first subplot if subplots exist, or the only plot. By default is "all". | col: None, int or 'all' | Subplot column for shape indexed starting at 1. If 'all', addresses all rows in | the specified column(s). If both row and col are None, addresses the | first subplot if subplots exist, or the only plot. By default is "all". | annotation: dict or plotly.graph_objects.layout.Annotation. If dict(), | it is interpreted as describing an annotation. The annotation is | placed relative to the shape based on annotation_position (see | below) unless its x or y value has been specified for the annotation | passed here. xref and yref are always the same as for the added | shape and cannot be overridden. | annotation_position: a string containing optionally ["top", "bottom"] | and ["left", "right"] specifying where the text should be anchored | to on the line. Example positions are "bottom left", "right top", | "right", "bottom". If an annotation is added but annotation_position is | not specified, this defaults to "top right". | annotation_*: any parameters to go.layout.Annotation can be passed as | keywords by prefixing them with "annotation_". For example, to specify the | annotation text "example" you can pass annotation_text="example" as a | keyword argument. | **kwargs: | Any named function parameters that can be passed to 'add_shape', | except for x0, x1, y0, y1 or type. | | add_volume(self, autocolorscale=None, caps=None, cauto=None, cmax=None, cmid=None, cmin=None, coloraxis=None, colorbar=None, colorscale=None, contour=None, customdata=None, customdatasrc=None, flatshading=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, isomax=None, isomin=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, lighting=None, lightposition=None, meta=None, metasrc=None, name=None, opacity=None, opacityscale=None, reversescale=None, scene=None, showlegend=None, showscale=None, slices=None, spaceframe=None, stream=None, surface=None, text=None, textsrc=None, uid=None, uirevision=None, value=None, valuehoverformat=None, valuesrc=None, visible=None, x=None, xhoverformat=None, xsrc=None, y=None, yhoverformat=None, ysrc=None, z=None, zhoverformat=None, zsrc=None, row=None, col=None, **kwargs) -> 'FigureWidget' | Add a new Volume trace | | Draws volume trace between iso-min and iso-max values with | coordinates given by four 1-dimensional arrays containing the | `value`, `x`, `y` and `z` of every vertex of a uniform or non- | uniform 3-D grid. Horizontal or vertical slices, caps as well | as spaceframe between iso-min and iso-max values could also be | drawn using this trace. | | Parameters | ---------- | autocolorscale | Determines whether the colorscale is a default palette | (`autocolorscale: true`) or the palette determined by | `colorscale`. In case `colorscale` is unspecified or | `autocolorscale` is true, the default palette will be | chosen according to whether numbers in the `color` | array are all positive, all negative or mixed. | caps | :class:`plotly.graph_objects.volume.Caps` instance or | dict with compatible properties | cauto | Determines whether or not the color domain is computed | with respect to the input data (here `value`) or the | bounds set in `cmin` and `cmax` Defaults to `false` | when `cmin` and `cmax` are set by the user. | cmax | Sets the upper bound of the color domain. Value should | have the same units as `value` and if set, `cmin` must | be set as well. | cmid | Sets the mid-point of the color domain by scaling | `cmin` and/or `cmax` to be equidistant to this point. | Value should have the same units as `value`. Has no | effect when `cauto` is `false`. | cmin | Sets the lower bound of the color domain. Value should | have the same units as `value` and if set, `cmax` must | be set as well. | coloraxis | 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. | colorbar | :class:`plotly.graph_objects.volume.ColorBar` instance | or dict with compatible properties | colorscale | 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, use `cmin` and `cmax`. | Alternatively, `colorscale` may be a palette name | string of the following list: Blackbody,Bluered,Blues,C | ividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portl | and,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd. | contour | :class:`plotly.graph_objects.volume.Contour` instance | or dict with compatible properties | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | flatshading | Determines whether or not normal smoothing is applied | to the meshes, creating meshes with an angular, low- | poly look via flat reflections. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.volume.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Anything contained in tag `<extra>` is | displayed in the secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Same as `text`. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | isomax | Sets the maximum boundary for iso-surface plot. | isomin | Sets the minimum boundary for iso-surface plot. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.volume.Legendgrouptitle` | instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | lighting | :class:`plotly.graph_objects.volume.Lighting` instance | or dict with compatible properties | lightposition | :class:`plotly.graph_objects.volume.Lightposition` | instance or dict with compatible properties | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | opacity | Sets the opacity of the surface. Please note that in | the case of using high `opacity` values for example a | value greater than or equal to 0.5 on two surfaces (and | 0.25 with four surfaces), an overlay of multiple | transparent surfaces may not perfectly be sorted in | depth by the webgl API. This behavior may be improved | in the near future and is subject to change. | opacityscale | Sets the opacityscale. The opacityscale must be an | array containing arrays mapping a normalized value to | an opacity value. At minimum, a mapping for the lowest | (0) and highest (1) values are required. For example, | `[[0, 1], [0.5, 0.2], [1, 1]]` means that higher/lower | values would have higher opacity values and those in | the middle would be more transparent Alternatively, | `opacityscale` may be a palette name string of the | following list: 'min', 'max', 'extremes' and 'uniform'. | The default is 'uniform'. | reversescale | Reverses the color mapping if true. If true, `cmin` | will correspond to the last color in the array and | `cmax` will correspond to the first color. | scene | Sets a reference between this trace's 3D coordinate | system and a 3D scene. If "scene" (the default value), | the (x,y,z) coordinates refer to `layout.scene`. If | "scene2", the (x,y,z) coordinates refer to | `layout.scene2`, and so on. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | showscale | Determines whether or not a colorbar is displayed for | this trace. | slices | :class:`plotly.graph_objects.volume.Slices` instance or | dict with compatible properties | spaceframe | :class:`plotly.graph_objects.volume.Spaceframe` | instance or dict with compatible properties | stream | :class:`plotly.graph_objects.volume.Stream` instance or | dict with compatible properties | surface | :class:`plotly.graph_objects.volume.Surface` instance | or dict with compatible properties | text | Sets the text elements associated with the vertices. If | trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | value | Sets the 4th dimension (value) of the vertices. | valuehoverformat | Sets the hover text formatting rulefor `value` using | d3 formatting mini-languages which are very similar to | those in Python. For numbers, see: https://github.com/d | 3/d3-format/tree/v1.4.5#d3-format.By default the values | are formatted using generic number format. | valuesrc | Sets the source reference on Chart Studio Cloud for | `value`. | visible | 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). | x | Sets the X coordinates of the vertices on X axis. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the Y coordinates of the vertices on Y axis. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | z | Sets the Z coordinates of the vertices on Z axis. | zhoverformat | Sets the hover text formatting rulefor `z` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `zaxis.hoverformat`. | zsrc | Sets the source reference on Chart Studio Cloud for | `z`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | | Returns | ------- | FigureWidget | | add_vrect(self, x0, x1, row='all', col='all', exclude_empty_subplots=True, annotation=None, **kwargs) -> 'FigureWidget' | Add a rectangle to a plot or subplot that extends infinitely in the | y-dimension. | | Parameters | ---------- | x0: float or int | A number representing the x coordinate of one side of the rectangle. | x1: float or int | A number representing the x coordinate of the other side of the rectangle. | exclude_empty_subplots: Boolean | If True (default) do not place the shape on subplots that have no data | plotted on them. | row: None, int or 'all' | Subplot row for shape indexed starting at 1. If 'all', addresses all rows in | the specified column(s). If both row and col are None, addresses the | first subplot if subplots exist, or the only plot. By default is "all". | col: None, int or 'all' | Subplot column for shape indexed starting at 1. If 'all', addresses all rows in | the specified column(s). If both row and col are None, addresses the | first subplot if subplots exist, or the only plot. By default is "all". | annotation: dict or plotly.graph_objects.layout.Annotation. If dict(), | it is interpreted as describing an annotation. The annotation is | placed relative to the shape based on annotation_position (see | below) unless its x or y value has been specified for the annotation | passed here. xref and yref are always the same as for the added | shape and cannot be overridden. | annotation_position: a string containing optionally ["inside", "outside"], ["top", "bottom"] | and ["left", "right"] specifying where the text should be anchored | to on the rectangle. Example positions are "outside top left", "inside | bottom", "right", "inside left", "inside" ("outside" is not supported). If | an annotation is added but annotation_position is not specified this | defaults to "inside top right". | annotation_*: any parameters to go.layout.Annotation can be passed as | keywords by prefixing them with "annotation_". For example, to specify the | annotation text "example" you can pass annotation_text="example" as a | keyword argument. | **kwargs: | Any named function parameters that can be passed to 'add_shape', | except for x0, x1, y0, y1 or type. | | add_waterfall(self, alignmentgroup=None, base=None, cliponaxis=None, connector=None, constraintext=None, customdata=None, customdatasrc=None, decreasing=None, dx=None, dy=None, hoverinfo=None, hoverinfosrc=None, hoverlabel=None, hovertemplate=None, hovertemplatesrc=None, hovertext=None, hovertextsrc=None, ids=None, idssrc=None, increasing=None, insidetextanchor=None, insidetextfont=None, legend=None, legendgroup=None, legendgrouptitle=None, legendrank=None, legendwidth=None, measure=None, measuresrc=None, meta=None, metasrc=None, name=None, offset=None, offsetgroup=None, offsetsrc=None, opacity=None, orientation=None, outsidetextfont=None, selectedpoints=None, showlegend=None, stream=None, text=None, textangle=None, textfont=None, textinfo=None, textposition=None, textpositionsrc=None, textsrc=None, texttemplate=None, texttemplatesrc=None, totals=None, uid=None, uirevision=None, visible=None, width=None, widthsrc=None, x=None, x0=None, xaxis=None, xhoverformat=None, xperiod=None, xperiod0=None, xperiodalignment=None, xsrc=None, y=None, y0=None, yaxis=None, yhoverformat=None, yperiod=None, yperiod0=None, yperiodalignment=None, ysrc=None, zorder=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Add a new Waterfall trace | | Draws waterfall trace which is useful graph to displays the | contribution of various elements (either positive or negative) | in a bar chart. The data visualized by the span of the bars is | set in `y` if `orientation` is set to "v" (the default) and the | labels are set in `x`. By setting `orientation` to "h", the | roles are interchanged. | | Parameters | ---------- | alignmentgroup | Set several traces linked to the same position axis or | matching axes to the same alignmentgroup. This controls | whether bars compute their positional range dependently | or independently. | base | Sets where the bar base is drawn (in position axis | units). | cliponaxis | Determines whether the text nodes are clipped about the | subplot axes. To show the text nodes above axis lines | and tick labels, make sure to set `xaxis.layer` and | `yaxis.layer` to *below traces*. | connector | :class:`plotly.graph_objects.waterfall.Connector` | instance or dict with compatible properties | constraintext | Constrain the size of text inside or outside a bar to | be no larger than the bar itself. | customdata | 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 | customdatasrc | Sets the source reference on Chart Studio Cloud for | `customdata`. | decreasing | :class:`plotly.graph_objects.waterfall.Decreasing` | instance or dict with compatible properties | dx | Sets the x coordinate step. See `x0` for more info. | dy | Sets the y coordinate step. See `y0` for more info. | hoverinfo | Determines which trace information appear on hover. If | `none` or `skip` are set, no information is displayed | upon hovering. But, if `none` is set, click and hover | events are still fired. | hoverinfosrc | Sets the source reference on Chart Studio Cloud for | `hoverinfo`. | hoverlabel | :class:`plotly.graph_objects.waterfall.Hoverlabel` | instance or dict with compatible properties | hovertemplate | 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}" as well as %{xother}, {%_xother}, | {%_xother_}, {%xother_}. When showing info for several | points, "xother" will be added to those with different | x positions from the first point. An underscore before | or after "(x|y)other" will add a space on that side, | only when this field is shown. Numbers are formatted | using d3-format's syntax %{variable:d3-format}, for | example "Price: %{y:$.2f}". | https://github.com/d3/d3-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. The variables available in | `hovertemplate` are 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 are `arrayOk: true`) | are available. Finally, the template string has access | to variables `initial`, `delta` and `final`. Anything | contained in tag `<extra>` is displayed in the | secondary box, for example | "<extra>{fullData.name}</extra>". To hide the secondary | box completely, use an empty tag `<extra></extra>`. | hovertemplatesrc | Sets the source reference on Chart Studio Cloud for | `hovertemplate`. | hovertext | Sets hover text elements associated with each (x,y) | pair. If a single string, the same string appears over | all the data points. If an array of string, the items | are mapped in order to the this trace's (x,y) | coordinates. To be seen, trace `hoverinfo` must contain | a "text" flag. | hovertextsrc | Sets the source reference on Chart Studio Cloud for | `hovertext`. | ids | 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. | idssrc | Sets the source reference on Chart Studio Cloud for | `ids`. | increasing | :class:`plotly.graph_objects.waterfall.Increasing` | instance or dict with compatible properties | insidetextanchor | Determines if texts are kept at center or start/end | points in `textposition` "inside" mode. | insidetextfont | Sets the font used for `text` lying inside the bar. | legend | Sets the reference to a legend to show this trace in. | References to these legends are "legend", "legend2", | "legend3", etc. Settings for these legends are set in | the layout, under `layout.legend`, `layout.legend2`, | etc. | legendgroup | Sets the legend group for this trace. Traces and shapes | part of the same legend group hide/show at the same | time when toggling legend items. | legendgrouptitle | :class:`plotly.graph_objects.waterfall.Legendgrouptitle | ` instance or dict with compatible properties | legendrank | Sets the legend rank for this trace. Items and groups | with smaller ranks are presented on top/left side while | with "reversed" `legend.traceorder` they are on | bottom/right side. The default legendrank is 1000, so | that you can use ranks less than 1000 to place certain | items before all unranked items, and ranks greater than | 1000 to go after all unranked items. When having | unranked or equal rank items shapes would be displayed | after traces i.e. according to their order in data and | layout. | legendwidth | Sets the width (in px or fraction) of the legend for | this trace. | measure | An array containing types of values. By default the | values are considered as 'relative'. However; it is | possible to use 'total' to compute the sums. Also | 'absolute' could be applied to reset the computed total | or to declare an initial value where needed. | measuresrc | Sets the source reference on Chart Studio Cloud for | `measure`. | meta | Assigns extra meta information associated with this | trace that can be used in various text attributes. | Attributes such as trace `name`, graph, axis and | colorbar `title.text`, annotation `text` | `rangeselector`, `updatemenues` and `sliders` `label` | text all support `meta`. To access the trace `meta` | values in an attribute in the same trace, simply use | `%{meta[i]}` where `i` is the index or key of the | `meta` item in question. To access trace `meta` in | layout attributes, use `%{data[n[.meta[i]}` where `i` | is the index or key of the `meta` and `n` is the trace | index. | metasrc | Sets the source reference on Chart Studio Cloud for | `meta`. | name | Sets the trace name. The trace name appears as the | legend item and on hover. | offset | Shifts the position where the bar is drawn (in position | axis units). In "group" barmode, traces that set | "offset" will be excluded and drawn in "overlay" mode | instead. | offsetgroup | Set several traces linked to the same position axis or | matching axes to the same offsetgroup where bars of the | same position coordinate will line up. | offsetsrc | Sets the source reference on Chart Studio Cloud for | `offset`. | opacity | Sets the opacity of the trace. | orientation | Sets the orientation of the bars. With "v" ("h"), the | value of the each bar spans along the vertical | (horizontal). | outsidetextfont | Sets the font used for `text` lying outside the bar. | selectedpoints | Array containing integer indices of selected points. | Has an effect only for traces that support selections. | Note that an empty array means an empty selection where | the `unselected` are turned on for all points, whereas, | any other non-array values means no selection all where | the `selected` and `unselected` styles have no effect. | showlegend | Determines whether or not an item corresponding to this | trace is shown in the legend. | stream | :class:`plotly.graph_objects.waterfall.Stream` instance | or dict with compatible properties | text | Sets text elements associated with each (x,y) pair. If | a single string, the same string appears over all the | data points. If an array of string, the items are | mapped in order to the this trace's (x,y) coordinates. | If trace `hoverinfo` contains a "text" flag and | "hovertext" is not set, these elements will be seen in | the hover labels. | textangle | Sets the angle of the tick labels with respect to the | bar. For example, a `tickangle` of -90 draws the tick | labels vertically. With "auto" the texts may | automatically be rotated to fit with the maximum size | in bars. | textfont | Sets the font used for `text`. | textinfo | Determines which trace information appear on the graph. | In the case of having multiple waterfalls, totals are | computed separately (per trace). | textposition | Specifies the location of the `text`. "inside" | positions `text` inside, next to the bar end (rotated | and scaled if needed). "outside" positions `text` | outside, next to the bar end (scaled if needed), unless | there is another bar stacked on this one, then the text | gets pushed inside. "auto" tries to position `text` | inside the bar, but if the bar is too small and no bar | is stacked on this one the text is moved outside. If | "none", no text appears. | textpositionsrc | Sets the source reference on Chart Studio Cloud for | `textposition`. | textsrc | Sets the source reference on Chart Studio Cloud for | `text`. | texttemplate | Template string used for rendering the information text | that appear on points. Note that this will override | `textinfo`. 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-format/tree/v1.4.5#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/tree/v2.2.3#locale_format for details on the | date formatting syntax. Every attributes that can be | specified per-point (the ones that are `arrayOk: true`) | are available. Finally, the template string has access | to variables `initial`, `delta`, `final` and `label`. | texttemplatesrc | Sets the source reference on Chart Studio Cloud for | `texttemplate`. | totals | :class:`plotly.graph_objects.waterfall.Totals` instance | or dict with compatible properties | uid | Assign an id to this trace, Use this to provide object | constancy between traces during animations and | transitions. | uirevision | Controls persistence of some user-driven changes to the | trace: `constraintrange` in `parcoords` traces, as well | as some `editable: true` modifications such as `name` | and `colorbar.title`. Defaults to `layout.uirevision`. | Note that other user-driven trace attribute changes are | controlled by `layout` attributes: `trace.visible` is | controlled by `layout.legend.uirevision`, | `selectedpoints` is controlled by | `layout.selectionrevision`, and `colorbar.(x|y)` | (accessible with `config: {editable: true}`) is | controlled by `layout.editrevision`. Trace changes are | tracked by `uid`, which only falls back on trace index | if no `uid` is provided. So if your app can add/remove | traces before the end of the `data` array, such that | the same trace has a different index, you can still | preserve user-driven changes if you give each trace a | `uid` that stays with it as it moves. | visible | 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). | width | Sets the bar width (in position axis units). | widthsrc | Sets the source reference on Chart Studio Cloud for | `width`. | x | Sets the x coordinates. | x0 | Alternate to `x`. Builds a linear space of x | coordinates. Use with `dx` where `x0` is the starting | coordinate and `dx` the step. | xaxis | 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 to `layout.xaxis2`, and so on. | xhoverformat | Sets the hover text formatting rulefor `x` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `xaxis.hoverformat`. | xperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the x | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | xperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the x0 axis. When `x0period` is round number | of weeks, the `x0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | xperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the x axis. | xsrc | Sets the source reference on Chart Studio Cloud for | `x`. | y | Sets the y coordinates. | y0 | Alternate to `y`. Builds a linear space of y | coordinates. Use with `dy` where `y0` is the starting | coordinate and `dy` the step. | yaxis | 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 to `layout.yaxis2`, and so on. | yhoverformat | Sets the hover text formatting rulefor `y` using d3 | formatting mini-languages which are very similar to | those in Python. For numbers, see: | https://github.com/d3/d3-format/tree/v1.4.5#d3-format. | And for dates see: https://github.com/d3/d3-time- | format/tree/v2.2.3#locale_format. We add two items to | d3's date formatter: "%h" for half of the year as a | decimal number as well as "%{n}f" for fractional | seconds with n digits. For example, *2016-10-13 | 09:15:23.456* with tickformat "%H~%M~%S.%2f" would | display *09~15~23.46*By default the values are | formatted using `yaxis.hoverformat`. | yperiod | Only relevant when the axis `type` is "date". Sets the | period positioning in milliseconds or "M<n>" on the y | axis. Special values in the form of "M<n>" could be | used to declare the number of months. In this case `n` | must be a positive integer. | yperiod0 | Only relevant when the axis `type` is "date". Sets the | base for period positioning in milliseconds or date | string on the y0 axis. When `y0period` is round number | of weeks, the `y0period0` by default would be on a | Sunday i.e. 2000-01-02, otherwise it would be at | 2000-01-01. | yperiodalignment | Only relevant when the axis `type` is "date". Sets the | alignment of data points on the y axis. | ysrc | Sets the source reference on Chart Studio Cloud for | `y`. | zorder | Sets the layer on which this trace is displayed, | relative to other SVG traces on the same subplot. SVG | traces with higher `zorder` appear in front of those | with lower `zorder`. | row : 'all', int or None (default) | Subplot row index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | rows in the specified column(s). | col : 'all', int or None (default) | Subplot col index (starting from 1) for the trace to be | added. Only valid if figure was created using | `plotly.tools.make_subplots`.If 'all', addresses all | columns in the specified row(s). | secondary_y: boolean or None (default None) | If True, associate this trace with the secondary y-axis of the | subplot at the specified row and col. Only valid if all of the | following conditions are satisfied: | * The figure was created using `plotly.subplots.make_subplots`. | * The row and col arguments are not None | * The subplot at the specified row and col has type xy | (which is the default) and secondary_y True. These | properties are specified in the specs argument to | make_subplots. See the make_subplots docstring for more info. | | Returns | ------- | FigureWidget | | for_each_annotation(self, fn, selector=None, row=None, col=None, secondary_y=None) | Apply a function to all annotations that satisfy the specified selection | criteria | | Parameters | ---------- | fn: | Function that inputs a single annotation object. | selector: dict, function, int, str or None (default None) | Dict to use as selection criteria. | Traces will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all annotations are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each annotation and those for which the function returned True | will be in the selection. If an int N, the Nth annotation matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of annotations to select. | To select annotations by row and column, the Figure must have been | created using plotly.subplots.make_subplots. To select only those | annotations that are in paper coordinates, set row and col to the | string 'paper'. If None (the default), all annotations are selected. | secondary_y: boolean or None (default None) | * If True, only select annotations associated with the secondary | y-axis of the subplot. | * If False, only select annotations associated with the primary | y-axis of the subplot. | * If None (the default), do not filter annotations based on secondary | y-axis. | | To select annotations by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_coloraxis(self, fn, selector=None, row=None, col=None) -> 'FigureWidget' | Apply a function to all coloraxis objects that satisfy the | specified selection criteria | | Parameters | ---------- | fn: | Function that inputs a single coloraxis object. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | coloraxis objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all coloraxis objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | coloraxis and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of coloraxis objects to select. | To select coloraxis objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all coloraxis objects are selected. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_geo(self, fn, selector=None, row=None, col=None) -> 'FigureWidget' | Apply a function to all geo objects that satisfy the | specified selection criteria | | Parameters | ---------- | fn: | Function that inputs a single geo object. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | geo objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all geo objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | geo and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of geo objects to select. | To select geo objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all geo objects are selected. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_layout_image(self, fn, selector=None, row=None, col=None, secondary_y=None) | Apply a function to all images that satisfy the specified selection | criteria | | Parameters | ---------- | fn: | Function that inputs a single image object. | selector: dict, function, int, str or None (default None) | Dict to use as selection criteria. | Traces will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all images are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each image and those for which the function returned True | will be in the selection. If an int N, the Nth image matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of images to select. | To select images by row and column, the Figure must have been | created using plotly.subplots.make_subplots. To select only those | images that are in paper coordinates, set row and col to the | string 'paper'. If None (the default), all images are selected. | secondary_y: boolean or None (default None) | * If True, only select images associated with the secondary | y-axis of the subplot. | * If False, only select images associated with the primary | y-axis of the subplot. | * If None (the default), do not filter images based on secondary | y-axis. | | To select images by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_legend(self, fn, selector=None, row=None, col=None) -> 'FigureWidget' | Apply a function to all legend objects that satisfy the | specified selection criteria | | Parameters | ---------- | fn: | Function that inputs a single legend object. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | legend objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all legend objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | legend and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of legend objects to select. | To select legend objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all legend objects are selected. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_map(self, fn, selector=None, row=None, col=None) -> 'FigureWidget' | Apply a function to all map objects that satisfy the | specified selection criteria | | Parameters | ---------- | fn: | Function that inputs a single map object. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | map objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all map objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | map and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of map objects to select. | To select map objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all map objects are selected. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_mapbox(self, fn, selector=None, row=None, col=None) -> 'FigureWidget' | Apply a function to all mapbox objects that satisfy the | specified selection criteria | | Parameters | ---------- | fn: | Function that inputs a single mapbox object. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | mapbox objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all mapbox objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | mapbox and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of mapbox objects to select. | To select mapbox objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all mapbox objects are selected. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_polar(self, fn, selector=None, row=None, col=None) -> 'FigureWidget' | Apply a function to all polar objects that satisfy the | specified selection criteria | | Parameters | ---------- | fn: | Function that inputs a single polar object. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | polar objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all polar objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | polar and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of polar objects to select. | To select polar objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all polar objects are selected. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_scene(self, fn, selector=None, row=None, col=None) -> 'FigureWidget' | Apply a function to all scene objects that satisfy the | specified selection criteria | | Parameters | ---------- | fn: | Function that inputs a single scene object. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | scene objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all scene objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | scene and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of scene objects to select. | To select scene objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all scene objects are selected. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_selection(self, fn, selector=None, row=None, col=None, secondary_y=None) | Apply a function to all selections that satisfy the specified selection | criteria | | Parameters | ---------- | fn: | Function that inputs a single selection object. | selector: dict, function, int, str or None (default None) | Dict to use as selection criteria. | Traces will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all selections are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each selection and those for which the function returned True | will be in the selection. If an int N, the Nth selection matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of selections to select. | To select selections by row and column, the Figure must have been | created using plotly.subplots.make_subplots. To select only those | selections that are in paper coordinates, set row and col to the | string 'paper'. If None (the default), all selections are selected. | secondary_y: boolean or None (default None) | * If True, only select selections associated with the secondary | y-axis of the subplot. | * If False, only select selections associated with the primary | y-axis of the subplot. | * If None (the default), do not filter selections based on secondary | y-axis. | | To select selections by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_shape(self, fn, selector=None, row=None, col=None, secondary_y=None) | Apply a function to all shapes that satisfy the specified selection | criteria | | Parameters | ---------- | fn: | Function that inputs a single shape object. | selector: dict, function, int, str or None (default None) | Dict to use as selection criteria. | Traces will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all shapes are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each shape and those for which the function returned True | will be in the selection. If an int N, the Nth shape matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of shapes to select. | To select shapes by row and column, the Figure must have been | created using plotly.subplots.make_subplots. To select only those | shapes that are in paper coordinates, set row and col to the | string 'paper'. If None (the default), all shapes are selected. | secondary_y: boolean or None (default None) | * If True, only select shapes associated with the secondary | y-axis of the subplot. | * If False, only select shapes associated with the primary | y-axis of the subplot. | * If None (the default), do not filter shapes based on secondary | y-axis. | | To select shapes by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_smith(self, fn, selector=None, row=None, col=None) -> 'FigureWidget' | Apply a function to all smith objects that satisfy the | specified selection criteria | | Parameters | ---------- | fn: | Function that inputs a single smith object. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | smith objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all smith objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | smith and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of smith objects to select. | To select smith objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all smith objects are selected. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_ternary(self, fn, selector=None, row=None, col=None) -> 'FigureWidget' | Apply a function to all ternary objects that satisfy the | specified selection criteria | | Parameters | ---------- | fn: | Function that inputs a single ternary object. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | ternary objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all ternary objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | ternary and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of ternary objects to select. | To select ternary objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all ternary objects are selected. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_trace(self, fn, selector=None, row=None, col=None, secondary_y=None) -> 'FigureWidget' | Apply a function to all traces that satisfy the specified selection | criteria | | Parameters | ---------- | fn: | Function that inputs a single trace object. | selector: dict, function, int, str or None (default None) | Dict to use as selection criteria. | Traces will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all traces are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each trace and those for which the function returned True | will be in the selection. If an int N, the Nth trace matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of traces to select. | To select traces by row and column, the Figure must have been | created using plotly.subplots.make_subplots. If None | (the default), all traces are selected. | secondary_y: boolean or None (default None) | * If True, only select traces associated with the secondary | y-axis of the subplot. | * If False, only select traces associated with the primary | y-axis of the subplot. | * If None (the default), do not filter traces based on secondary | y-axis. | | To select traces by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | Returns | ------- | self | Returns the Figure object that the method was called on | | for_each_xaxis(self, fn, selector=None, row=None, col=None) -> 'FigureWidget' | Apply a function to all xaxis objects that satisfy the | specified selection criteria | | Parameters | ---------- | fn: | Function that inputs a single xaxis object. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | xaxis objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all xaxis objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | xaxis and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of xaxis objects to select. | To select xaxis objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all xaxis objects are selected. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | for_each_yaxis(self, fn, selector=None, row=None, col=None, secondary_y=None) -> 'FigureWidget' | Apply a function to all yaxis objects that satisfy the | specified selection criteria | | Parameters | ---------- | fn: | Function that inputs a single yaxis object. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | yaxis objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all yaxis objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | yaxis and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of yaxis objects to select. | To select yaxis objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all yaxis objects are selected. | secondary_y: boolean or None (default None) | * If True, only select yaxis objects associated with the secondary | y-axis of the subplot. | * If False, only select yaxis objects associated with the primary | y-axis of the subplot. | * If None (the default), do not filter yaxis objects based on | a secondary y-axis condition. | | To select yaxis objects by secondary y-axis, the Figure must | have been created using plotly.subplots.make_subplots. See | the docstring for the specs argument to make_subplots for more | info on creating subplots with secondary y-axes. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | select_annotations(self, selector=None, row=None, col=None, secondary_y=None) | Select annotations from a particular subplot cell and/or annotations | that satisfy custom selection criteria. | | Parameters | ---------- | selector: dict, function, int, str, or None (default None) | Dict to use as selection criteria. | Annotations will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all annotations are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each annotation and those for which the function returned True | will be in the selection. If an int N, the Nth annotation matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of annotations to select. | To select annotations by row and column, the Figure must have been | created using plotly.subplots.make_subplots. To select only those | annotation that are in paper coordinates, set row and col to the | string 'paper'. If None (the default), all annotations are selected. | secondary_y: boolean or None (default None) | * If True, only select annotations associated with the secondary | y-axis of the subplot. | * If False, only select annotations associated with the primary | y-axis of the subplot. | * If None (the default), do not filter annotations based on secondary | y-axis. | | To select annotations by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | Returns | ------- | generator | Generator that iterates through all of the annotations that satisfy | all of the specified selection criteria | | select_coloraxes(self, selector=None, row=None, col=None) | Select coloraxis subplot objects from a particular subplot cell | and/or coloraxis subplot objects that satisfy custom selection | criteria. | | Parameters | ---------- | selector: dict, function, or None (default None) | Dict to use as selection criteria. | coloraxis objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all coloraxis objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | coloraxis and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of coloraxis objects to select. | To select coloraxis objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all coloraxis objects are selected. | Returns | ------- | generator | Generator that iterates through all of the coloraxis | objects that satisfy all of the specified selection criteria | | select_geos(self, selector=None, row=None, col=None) | Select geo subplot objects from a particular subplot cell | and/or geo subplot objects that satisfy custom selection | criteria. | | Parameters | ---------- | selector: dict, function, or None (default None) | Dict to use as selection criteria. | geo objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all geo objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | geo and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of geo objects to select. | To select geo objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all geo objects are selected. | Returns | ------- | generator | Generator that iterates through all of the geo | objects that satisfy all of the specified selection criteria | | select_layout_images(self, selector=None, row=None, col=None, secondary_y=None) | Select images from a particular subplot cell and/or images | that satisfy custom selection criteria. | | Parameters | ---------- | selector: dict, function, int, str, or None (default None) | Dict to use as selection criteria. | Annotations will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all images are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each image and those for which the function returned True | will be in the selection. If an int N, the Nth image matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of images to select. | To select images by row and column, the Figure must have been | created using plotly.subplots.make_subplots. To select only those | image that are in paper coordinates, set row and col to the | string 'paper'. If None (the default), all images are selected. | secondary_y: boolean or None (default None) | * If True, only select images associated with the secondary | y-axis of the subplot. | * If False, only select images associated with the primary | y-axis of the subplot. | * If None (the default), do not filter images based on secondary | y-axis. | | To select images by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | Returns | ------- | generator | Generator that iterates through all of the images that satisfy | all of the specified selection criteria | | select_legends(self, selector=None, row=None, col=None) | Select legend subplot objects from a particular subplot cell | and/or legend subplot objects that satisfy custom selection | criteria. | | Parameters | ---------- | selector: dict, function, or None (default None) | Dict to use as selection criteria. | legend objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all legend objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | legend and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of legend objects to select. | To select legend objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all legend objects are selected. | Returns | ------- | generator | Generator that iterates through all of the legend | objects that satisfy all of the specified selection criteria | | select_mapboxes(self, selector=None, row=None, col=None) | Select mapbox subplot objects from a particular subplot cell | and/or mapbox subplot objects that satisfy custom selection | criteria. | | Parameters | ---------- | selector: dict, function, or None (default None) | Dict to use as selection criteria. | mapbox objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all mapbox objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | mapbox and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of mapbox objects to select. | To select mapbox objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all mapbox objects are selected. | Returns | ------- | generator | Generator that iterates through all of the mapbox | objects that satisfy all of the specified selection criteria | | select_maps(self, selector=None, row=None, col=None) | Select map subplot objects from a particular subplot cell | and/or map subplot objects that satisfy custom selection | criteria. | | Parameters | ---------- | selector: dict, function, or None (default None) | Dict to use as selection criteria. | map objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all map objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | map and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of map objects to select. | To select map objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all map objects are selected. | Returns | ------- | generator | Generator that iterates through all of the map | objects that satisfy all of the specified selection criteria | | select_polars(self, selector=None, row=None, col=None) | Select polar subplot objects from a particular subplot cell | and/or polar subplot objects that satisfy custom selection | criteria. | | Parameters | ---------- | selector: dict, function, or None (default None) | Dict to use as selection criteria. | polar objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all polar objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | polar and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of polar objects to select. | To select polar objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all polar objects are selected. | Returns | ------- | generator | Generator that iterates through all of the polar | objects that satisfy all of the specified selection criteria | | select_scenes(self, selector=None, row=None, col=None) | Select scene subplot objects from a particular subplot cell | and/or scene subplot objects that satisfy custom selection | criteria. | | Parameters | ---------- | selector: dict, function, or None (default None) | Dict to use as selection criteria. | scene objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all scene objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | scene and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of scene objects to select. | To select scene objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all scene objects are selected. | Returns | ------- | generator | Generator that iterates through all of the scene | objects that satisfy all of the specified selection criteria | | select_selections(self, selector=None, row=None, col=None, secondary_y=None) | Select selections from a particular subplot cell and/or selections | that satisfy custom selection criteria. | | Parameters | ---------- | selector: dict, function, int, str, or None (default None) | Dict to use as selection criteria. | Annotations will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all selections are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each selection and those for which the function returned True | will be in the selection. If an int N, the Nth selection matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of selections to select. | To select selections by row and column, the Figure must have been | created using plotly.subplots.make_subplots. To select only those | selection that are in paper coordinates, set row and col to the | string 'paper'. If None (the default), all selections are selected. | secondary_y: boolean or None (default None) | * If True, only select selections associated with the secondary | y-axis of the subplot. | * If False, only select selections associated with the primary | y-axis of the subplot. | * If None (the default), do not filter selections based on secondary | y-axis. | | To select selections by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | Returns | ------- | generator | Generator that iterates through all of the selections that satisfy | all of the specified selection criteria | | select_shapes(self, selector=None, row=None, col=None, secondary_y=None) | Select shapes from a particular subplot cell and/or shapes | that satisfy custom selection criteria. | | Parameters | ---------- | selector: dict, function, int, str, or None (default None) | Dict to use as selection criteria. | Annotations will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all shapes are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each shape and those for which the function returned True | will be in the selection. If an int N, the Nth shape matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of shapes to select. | To select shapes by row and column, the Figure must have been | created using plotly.subplots.make_subplots. To select only those | shape that are in paper coordinates, set row and col to the | string 'paper'. If None (the default), all shapes are selected. | secondary_y: boolean or None (default None) | * If True, only select shapes associated with the secondary | y-axis of the subplot. | * If False, only select shapes associated with the primary | y-axis of the subplot. | * If None (the default), do not filter shapes based on secondary | y-axis. | | To select shapes by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | Returns | ------- | generator | Generator that iterates through all of the shapes that satisfy | all of the specified selection criteria | | select_smiths(self, selector=None, row=None, col=None) | Select smith subplot objects from a particular subplot cell | and/or smith subplot objects that satisfy custom selection | criteria. | | Parameters | ---------- | selector: dict, function, or None (default None) | Dict to use as selection criteria. | smith objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all smith objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | smith and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of smith objects to select. | To select smith objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all smith objects are selected. | Returns | ------- | generator | Generator that iterates through all of the smith | objects that satisfy all of the specified selection criteria | | select_ternaries(self, selector=None, row=None, col=None) | Select ternary subplot objects from a particular subplot cell | and/or ternary subplot objects that satisfy custom selection | criteria. | | Parameters | ---------- | selector: dict, function, or None (default None) | Dict to use as selection criteria. | ternary objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all ternary objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | ternary and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of ternary objects to select. | To select ternary objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all ternary objects are selected. | Returns | ------- | generator | Generator that iterates through all of the ternary | objects that satisfy all of the specified selection criteria | | select_xaxes(self, selector=None, row=None, col=None) | Select xaxis subplot objects from a particular subplot cell | and/or xaxis subplot objects that satisfy custom selection | criteria. | | Parameters | ---------- | selector: dict, function, or None (default None) | Dict to use as selection criteria. | xaxis objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all xaxis objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | xaxis and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of xaxis objects to select. | To select xaxis objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all xaxis objects are selected. | Returns | ------- | generator | Generator that iterates through all of the xaxis | objects that satisfy all of the specified selection criteria | | select_yaxes(self, selector=None, row=None, col=None, secondary_y=None) | Select yaxis subplot objects from a particular subplot cell | and/or yaxis subplot objects that satisfy custom selection | criteria. | | Parameters | ---------- | selector: dict, function, or None (default None) | Dict to use as selection criteria. | yaxis objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all yaxis objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | yaxis and those for which the function returned True will | be in the selection. | row, col: int or None (default None) | Subplot row and column index of yaxis objects to select. | To select yaxis objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all yaxis objects are selected. | secondary_y: boolean or None (default None) | * If True, only select yaxis objects associated with the secondary | y-axis of the subplot. | * If False, only select yaxis objects associated with the primary | y-axis of the subplot. | * If None (the default), do not filter yaxis objects based on | a secondary y-axis condition. | | To select yaxis objects by secondary y-axis, the Figure must | have been created using plotly.subplots.make_subplots. See | the docstring for the specs argument to make_subplots for more | info on creating subplots with secondary y-axes. | Returns | ------- | generator | Generator that iterates through all of the yaxis | objects that satisfy all of the specified selection criteria | | set_subplots(self, rows=None, cols=None, **make_subplots_args) -> 'FigureWidget' | Add subplots to this figure. If the figure already contains subplots, | then this throws an error. Accepts any keyword arguments that | plotly.subplots.make_subplots accepts. | | update(self, dict1=None, overwrite=False, **kwargs) -> 'FigureWidget' | Update the properties of the figure with a dict and/or with | keyword arguments. | | This recursively updates the structure of the figure | object with the values in the input dict / keyword arguments. | | Parameters | ---------- | dict1 : dict | Dictionary of properties to be updated | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | kwargs : | Keyword/value pair of properties to be updated | | Examples | -------- | >>> import plotly.graph_objs as go | >>> fig = go.Figure(data=[{'y': [1, 2, 3]}]) | >>> fig.update(data=[{'y': [4, 5, 6]}]) # doctest: +ELLIPSIS | Figure(...) | >>> fig.to_plotly_json() # doctest: +SKIP | {'data': [{'type': 'scatter', | 'uid': 'e86a7c7a-346a-11e8-8aa8-a0999b0c017b', | 'y': array([4, 5, 6], dtype=int32)}], | 'layout': {}} | | >>> fig = go.Figure(layout={'xaxis': | ... {'color': 'green', | ... 'range': [0, 1]}}) | >>> fig.update({'layout': {'xaxis': {'color': 'pink'}}}) # doctest: +ELLIPSIS | Figure(...) | >>> fig.to_plotly_json() # doctest: +SKIP | {'data': [], | 'layout': {'xaxis': | {'color': 'pink', | 'range': [0, 1]}}} | | Returns | ------- | BaseFigure | Updated figure | | update_annotations(self, patch=None, selector=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all annotations that satisfy the | specified selection criteria | | Parameters | ---------- | patch: dict or None (default None) | Dictionary of property updates to be applied to all annotations that | satisfy the selection criteria. | selector: dict, function, int, str or None (default None) | Dict to use as selection criteria. | Traces will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all annotations are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each annotation and those for which the function returned True | will be in the selection. If an int N, the Nth annotation matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of annotations to select. | To select annotations by row and column, the Figure must have been | created using plotly.subplots.make_subplots. To select only those | annotation that are in paper coordinates, set row and col to the | string 'paper'. If None (the default), all annotations are selected. | secondary_y: boolean or None (default None) | * If True, only select annotations associated with the secondary | y-axis of the subplot. | * If False, only select annotations associated with the primary | y-axis of the subplot. | * If None (the default), do not filter annotations based on secondary | y-axis. | | To select annotations by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | **kwargs | Additional property updates to apply to each selected annotation. If | a property is specified in both patch and in **kwargs then the | one in **kwargs takes precedence. | | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_coloraxes(self, patch=None, selector=None, overwrite=False, row=None, col=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all coloraxis objects | that satisfy the specified selection criteria | | Parameters | ---------- | patch: dict | Dictionary of property updates to be applied to all | coloraxis objects that satisfy the selection criteria. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | coloraxis objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all coloraxis objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | coloraxis and those for which the function returned True will | be in the selection. | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | row, col: int or None (default None) | Subplot row and column index of coloraxis objects to select. | To select coloraxis objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all coloraxis objects are selected. | **kwargs | Additional property updates to apply to each selected | coloraxis object. If a property is specified in | both patch and in **kwargs then the one in **kwargs | takes precedence. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_geos(self, patch=None, selector=None, overwrite=False, row=None, col=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all geo objects | that satisfy the specified selection criteria | | Parameters | ---------- | patch: dict | Dictionary of property updates to be applied to all | geo objects that satisfy the selection criteria. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | geo objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all geo objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | geo and those for which the function returned True will | be in the selection. | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | row, col: int or None (default None) | Subplot row and column index of geo objects to select. | To select geo objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all geo objects are selected. | **kwargs | Additional property updates to apply to each selected | geo object. If a property is specified in | both patch and in **kwargs then the one in **kwargs | takes precedence. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_layout(self, dict1=None, overwrite=False, **kwargs) -> 'FigureWidget' | Update the properties of the figure's layout with a dict and/or with | keyword arguments. | | This recursively updates the structure of the original | layout with the values in the input dict / keyword arguments. | | Parameters | ---------- | dict1 : dict | Dictionary of properties to be updated | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | kwargs : | Keyword/value pair of properties to be updated | | Returns | ------- | BaseFigure | The Figure object that the update_layout method was called on | | update_layout_images(self, patch=None, selector=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all images that satisfy the | specified selection criteria | | Parameters | ---------- | patch: dict or None (default None) | Dictionary of property updates to be applied to all images that | satisfy the selection criteria. | selector: dict, function, int, str or None (default None) | Dict to use as selection criteria. | Traces will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all images are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each image and those for which the function returned True | will be in the selection. If an int N, the Nth image matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of images to select. | To select images by row and column, the Figure must have been | created using plotly.subplots.make_subplots. To select only those | image that are in paper coordinates, set row and col to the | string 'paper'. If None (the default), all images are selected. | secondary_y: boolean or None (default None) | * If True, only select images associated with the secondary | y-axis of the subplot. | * If False, only select images associated with the primary | y-axis of the subplot. | * If None (the default), do not filter images based on secondary | y-axis. | | To select images by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | **kwargs | Additional property updates to apply to each selected image. If | a property is specified in both patch and in **kwargs then the | one in **kwargs takes precedence. | | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_legends(self, patch=None, selector=None, overwrite=False, row=None, col=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all legend objects | that satisfy the specified selection criteria | | Parameters | ---------- | patch: dict | Dictionary of property updates to be applied to all | legend objects that satisfy the selection criteria. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | legend objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all legend objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | legend and those for which the function returned True will | be in the selection. | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | row, col: int or None (default None) | Subplot row and column index of legend objects to select. | To select legend objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all legend objects are selected. | **kwargs | Additional property updates to apply to each selected | legend object. If a property is specified in | both patch and in **kwargs then the one in **kwargs | takes precedence. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_mapboxes(self, patch=None, selector=None, overwrite=False, row=None, col=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all mapbox objects | that satisfy the specified selection criteria | | Parameters | ---------- | patch: dict | Dictionary of property updates to be applied to all | mapbox objects that satisfy the selection criteria. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | mapbox objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all mapbox objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | mapbox and those for which the function returned True will | be in the selection. | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | row, col: int or None (default None) | Subplot row and column index of mapbox objects to select. | To select mapbox objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all mapbox objects are selected. | **kwargs | Additional property updates to apply to each selected | mapbox object. If a property is specified in | both patch and in **kwargs then the one in **kwargs | takes precedence. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_maps(self, patch=None, selector=None, overwrite=False, row=None, col=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all map objects | that satisfy the specified selection criteria | | Parameters | ---------- | patch: dict | Dictionary of property updates to be applied to all | map objects that satisfy the selection criteria. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | map objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all map objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | map and those for which the function returned True will | be in the selection. | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | row, col: int or None (default None) | Subplot row and column index of map objects to select. | To select map objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all map objects are selected. | **kwargs | Additional property updates to apply to each selected | map object. If a property is specified in | both patch and in **kwargs then the one in **kwargs | takes precedence. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_polars(self, patch=None, selector=None, overwrite=False, row=None, col=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all polar objects | that satisfy the specified selection criteria | | Parameters | ---------- | patch: dict | Dictionary of property updates to be applied to all | polar objects that satisfy the selection criteria. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | polar objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all polar objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | polar and those for which the function returned True will | be in the selection. | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | row, col: int or None (default None) | Subplot row and column index of polar objects to select. | To select polar objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all polar objects are selected. | **kwargs | Additional property updates to apply to each selected | polar object. If a property is specified in | both patch and in **kwargs then the one in **kwargs | takes precedence. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_scenes(self, patch=None, selector=None, overwrite=False, row=None, col=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all scene objects | that satisfy the specified selection criteria | | Parameters | ---------- | patch: dict | Dictionary of property updates to be applied to all | scene objects that satisfy the selection criteria. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | scene objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all scene objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | scene and those for which the function returned True will | be in the selection. | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | row, col: int or None (default None) | Subplot row and column index of scene objects to select. | To select scene objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all scene objects are selected. | **kwargs | Additional property updates to apply to each selected | scene object. If a property is specified in | both patch and in **kwargs then the one in **kwargs | takes precedence. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_selections(self, patch=None, selector=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all selections that satisfy the | specified selection criteria | | Parameters | ---------- | patch: dict or None (default None) | Dictionary of property updates to be applied to all selections that | satisfy the selection criteria. | selector: dict, function, int, str or None (default None) | Dict to use as selection criteria. | Traces will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all selections are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each selection and those for which the function returned True | will be in the selection. If an int N, the Nth selection matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of selections to select. | To select selections by row and column, the Figure must have been | created using plotly.subplots.make_subplots. To select only those | selection that are in paper coordinates, set row and col to the | string 'paper'. If None (the default), all selections are selected. | secondary_y: boolean or None (default None) | * If True, only select selections associated with the secondary | y-axis of the subplot. | * If False, only select selections associated with the primary | y-axis of the subplot. | * If None (the default), do not filter selections based on secondary | y-axis. | | To select selections by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | **kwargs | Additional property updates to apply to each selected selection. If | a property is specified in both patch and in **kwargs then the | one in **kwargs takes precedence. | | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_shapes(self, patch=None, selector=None, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all shapes that satisfy the | specified selection criteria | | Parameters | ---------- | patch: dict or None (default None) | Dictionary of property updates to be applied to all shapes that | satisfy the selection criteria. | selector: dict, function, int, str or None (default None) | Dict to use as selection criteria. | Traces will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all shapes are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each shape and those for which the function returned True | will be in the selection. If an int N, the Nth shape matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of shapes to select. | To select shapes by row and column, the Figure must have been | created using plotly.subplots.make_subplots. To select only those | shape that are in paper coordinates, set row and col to the | string 'paper'. If None (the default), all shapes are selected. | secondary_y: boolean or None (default None) | * If True, only select shapes associated with the secondary | y-axis of the subplot. | * If False, only select shapes associated with the primary | y-axis of the subplot. | * If None (the default), do not filter shapes based on secondary | y-axis. | | To select shapes by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | **kwargs | Additional property updates to apply to each selected shape. If | a property is specified in both patch and in **kwargs then the | one in **kwargs takes precedence. | | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_smiths(self, patch=None, selector=None, overwrite=False, row=None, col=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all smith objects | that satisfy the specified selection criteria | | Parameters | ---------- | patch: dict | Dictionary of property updates to be applied to all | smith objects that satisfy the selection criteria. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | smith objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all smith objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | smith and those for which the function returned True will | be in the selection. | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | row, col: int or None (default None) | Subplot row and column index of smith objects to select. | To select smith objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all smith objects are selected. | **kwargs | Additional property updates to apply to each selected | smith object. If a property is specified in | both patch and in **kwargs then the one in **kwargs | takes precedence. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_ternaries(self, patch=None, selector=None, overwrite=False, row=None, col=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all ternary objects | that satisfy the specified selection criteria | | Parameters | ---------- | patch: dict | Dictionary of property updates to be applied to all | ternary objects that satisfy the selection criteria. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | ternary objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all ternary objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | ternary and those for which the function returned True will | be in the selection. | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | row, col: int or None (default None) | Subplot row and column index of ternary objects to select. | To select ternary objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all ternary objects are selected. | **kwargs | Additional property updates to apply to each selected | ternary object. If a property is specified in | both patch and in **kwargs then the one in **kwargs | takes precedence. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_traces(self, patch=None, selector=None, row=None, col=None, secondary_y=None, overwrite=False, **kwargs) -> 'FigureWidget' | Perform a property update operation on all traces that satisfy the | specified selection criteria | | Parameters | ---------- | patch: dict or None (default None) | Dictionary of property updates to be applied to all traces that | satisfy the selection criteria. | selector: dict, function, int, str or None (default None) | Dict to use as selection criteria. | Traces will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all traces are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each trace and those for which the function returned True | will be in the selection. If an int N, the Nth trace matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of traces to select. | To select traces by row and column, the Figure must have been | created using plotly.subplots.make_subplots. If None | (the default), all traces are selected. | secondary_y: boolean or None (default None) | * If True, only select traces associated with the secondary | y-axis of the subplot. | * If False, only select traces associated with the primary | y-axis of the subplot. | * If None (the default), do not filter traces based on secondary | y-axis. | | To select traces by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | **kwargs | Additional property updates to apply to each selected trace. If | a property is specified in both patch and in **kwargs then the | one in **kwargs takes precedence. | | Returns | ------- | self | Returns the Figure object that the method was called on | | update_xaxes(self, patch=None, selector=None, overwrite=False, row=None, col=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all xaxis objects | that satisfy the specified selection criteria | | Parameters | ---------- | patch: dict | Dictionary of property updates to be applied to all | xaxis objects that satisfy the selection criteria. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | xaxis objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all xaxis objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | xaxis and those for which the function returned True will | be in the selection. | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | row, col: int or None (default None) | Subplot row and column index of xaxis objects to select. | To select xaxis objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all xaxis objects are selected. | **kwargs | Additional property updates to apply to each selected | xaxis object. If a property is specified in | both patch and in **kwargs then the one in **kwargs | takes precedence. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | update_yaxes(self, patch=None, selector=None, overwrite=False, row=None, col=None, secondary_y=None, **kwargs) -> 'FigureWidget' | Perform a property update operation on all yaxis objects | that satisfy the specified selection criteria | | Parameters | ---------- | patch: dict | Dictionary of property updates to be applied to all | yaxis objects that satisfy the selection criteria. | selector: dict, function, or None (default None) | Dict to use as selection criteria. | yaxis objects will be selected if they contain | properties corresponding to all of the dictionary's keys, with | values that exactly match the supplied values. If None | (the default), all yaxis objects are selected. If a | function, it must be a function accepting a single argument and | returning a boolean. The function will be called on each | yaxis and those for which the function returned True will | be in the selection. | overwrite: bool | If True, overwrite existing properties. If False, apply updates | to existing properties recursively, preserving existing | properties that are not specified in the update operation. | row, col: int or None (default None) | Subplot row and column index of yaxis objects to select. | To select yaxis objects by row and column, the Figure | must have been created using plotly.subplots.make_subplots. | If None (the default), all yaxis objects are selected. | secondary_y: boolean or None (default None) | * If True, only select yaxis objects associated with the secondary | y-axis of the subplot. | * If False, only select yaxis objects associated with the primary | y-axis of the subplot. | * If None (the default), do not filter yaxis objects based on | a secondary y-axis condition. | | To select yaxis objects by secondary y-axis, the Figure must | have been created using plotly.subplots.make_subplots. See | the docstring for the specs argument to make_subplots for more | info on creating subplots with secondary y-axes. | **kwargs | Additional property updates to apply to each selected | yaxis object. If a property is specified in | both patch and in **kwargs then the one in **kwargs | takes precedence. | Returns | ------- | self | Returns the FigureWidget object that the method was called on | | ---------------------------------------------------------------------- | Methods inherited from plotly.basewidget.BaseFigureWidget: | | on_edits_completed(self, fn) | Register a function to be called after all pending trace and layout | edit operations have completed | | If there are no pending edit operations then function is called | immediately | | Parameters | ---------- | fn : callable | Function of zero arguments to be called when all pending edit | operations have completed | | show(self, *args, **kwargs) | Show a figure using either the default renderer(s) or the renderer(s) | specified by the renderer argument | | Parameters | ---------- | renderer: str or None (default None) | A string containing the names of one or more registered renderers | (separated by '+' characters) or None. If None, then the default | renderers specified in plotly.io.renderers.default are used. | | validate: bool (default True) | True if the figure should be validated before being shown, | False otherwise. | | width: int or float | An integer or float that determines the number of pixels wide the | plot is. The default is set in plotly.js. | | height: int or float | An integer or float that determines the number of pixels wide the | plot is. The default is set in plotly.js. | | config: dict | A dict of parameters to configure the figure. The defaults are set | in plotly.js. | | Returns | ------- | None | | ---------------------------------------------------------------------- | Data descriptors inherited from plotly.basewidget.BaseFigureWidget: | | frames | The `frames` property is a tuple of the figure's frame objects | | Returns | ------- | tuple[plotly.graph_objs.Frame] | | ---------------------------------------------------------------------- | Methods inherited from plotly.basedatatypes.BaseFigure: | | __contains__(self, prop) | | __eq__(self, other) | Return self==value. | | __getitem__(self, prop) | | __iter__(self) | | __reduce__(self) | Custom implementation of reduce is used to support deep copying | and pickling | | __repr__(self) | Customize Figure representation when displayed in the | terminal/notebook | | __setattr__(self, prop, value) | Parameters | ---------- | prop : str | The name of a direct child of this object | value | New property value | Returns | ------- | None | | __setitem__(self, prop, value) | | append_trace(self, trace, row, col) | Add a trace to the figure bound to axes at the specified row, | col index. | | A row, col index grid is generated for figures created with | plotly.tools.make_subplots, and can be viewed with the `print_grid` | method | | Parameters | ---------- | trace | The data trace to be bound | row: int | Subplot row index (see Figure.print_grid) | col: int | Subplot column index (see Figure.print_grid) | | Examples | -------- | | >>> from plotly import tools | >>> import plotly.graph_objs as go | >>> # stack two subplots vertically | >>> fig = tools.make_subplots(rows=2) | | This is the format of your plot grid: | [ (1,1) x1,y1 ] | [ (2,1) x2,y2 ] | | >>> fig.append_trace(go.Scatter(x=[1,2,3], y=[2,1,2]), row=1, col=1) | >>> fig.append_trace(go.Scatter(x=[1,2,3], y=[2,1,2]), row=2, col=1) | | batch_animate(self, duration=500, easing='cubic-in-out') | Context manager to animate trace / layout updates | | Parameters | ---------- | duration : number | The duration of the transition, in milliseconds. | If equal to zero, updates are synchronous. | easing : string | The easing function used for the transition. | One of: | - linear | - quad | - cubic | - sin | - exp | - circle | - elastic | - back | - bounce | - linear-in | - quad-in | - cubic-in | - sin-in | - exp-in | - circle-in | - elastic-in | - back-in | - bounce-in | - linear-out | - quad-out | - cubic-out | - sin-out | - exp-out | - circle-out | - elastic-out | - back-out | - bounce-out | - linear-in-out | - quad-in-out | - cubic-in-out | - sin-in-out | - exp-in-out | - circle-in-out | - elastic-in-out | - back-in-out | - bounce-in-out | | Examples | -------- | Suppose we have a figure widget, `fig`, with a single trace. | | >>> import plotly.graph_objs as go | >>> fig = go.FigureWidget(data=[{'y': [3, 4, 2]}]) | | 1) Animate a change in the xaxis and yaxis ranges using default | duration and easing parameters. | | >>> with fig.batch_animate(): | ... fig.layout.xaxis.range = [0, 5] | ... fig.layout.yaxis.range = [0, 10] | | 2) Animate a change in the size and color of the trace's markers | over 2 seconds using the elastic-in-out easing method | | >>> with fig.batch_animate(duration=2000, easing='elastic-in-out'): | ... fig.data[0].marker.color = 'green' | ... fig.data[0].marker.size = 20 | | batch_update(self) | A context manager that batches up trace and layout assignment | operations into a singe plotly_update message that is executed when | the context exits. | | Examples | -------- | For example, suppose we have a figure widget, `fig`, with a single | trace. | | >>> import plotly.graph_objs as go | >>> fig = go.FigureWidget(data=[{'y': [3, 4, 2]}]) | | If we want to update the xaxis range, the yaxis range, and the | marker color, we could do so using a series of three property | assignments as follows: | | >>> fig.layout.xaxis.range = [0, 5] | >>> fig.layout.yaxis.range = [0, 10] | >>> fig.data[0].marker.color = 'green' | | This will work, however it will result in three messages being | sent to the front end (two relayout messages for the axis range | updates followed by one restyle message for the marker color | update). This can cause the plot to appear to stutter as the | three updates are applied incrementally. | | We can avoid this problem by performing these three assignments in a | `batch_update` context as follows: | | >>> with fig.batch_update(): | ... fig.layout.xaxis.range = [0, 5] | ... fig.layout.yaxis.range = [0, 10] | ... fig.data[0].marker.color = 'green' | | Now, these three property updates will be sent to the frontend in a | single update message, and they will be applied by the front end | simultaneously. | | full_figure_for_development(self, warn=True, as_dict=False) | Compute default values for all attributes not specified in the input figure and | returns the output as a "full" figure. This function calls Plotly.js via Kaleido | to populate unspecified attributes. This function is intended for interactive use | during development to learn more about how Plotly.js computes default values and is | not generally necessary or recommended for production use. | | Parameters | ---------- | fig: | Figure object or dict representing a figure | | warn: bool | If False, suppress warnings about not using this in production. | | as_dict: bool | If True, output is a dict with some keys that go.Figure can't parse. | If False, output is a go.Figure with unparseable keys skipped. | | Returns | ------- | plotly.graph_objects.Figure or dict | The full figure | | get_subplot(self, row, col, secondary_y=False) | Return an object representing the subplot at the specified row | and column. May only be used on Figures created using | plotly.tools.make_subplots | | Parameters | ---------- | row: int | 1-based index of subplot row | col: int | 1-based index of subplot column | secondary_y: bool | If True, select the subplot that consists of the x-axis and the | secondary y-axis at the specified row/col. Only valid if the | subplot at row/col is an 2D cartesian subplot that was created | with a secondary y-axis. See the docstring for the specs argument | to make_subplots for more info on creating a subplot with a | secondary y-axis. | Returns | ------- | subplot | * None: if subplot is empty | * plotly.graph_objs.layout.Scene: if subplot type is 'scene' | * plotly.graph_objs.layout.Polar: if subplot type is 'polar' | * plotly.graph_objs.layout.Ternary: if subplot type is 'ternary' | * plotly.graph_objs.layout.Mapbox: if subplot type is 'ternary' | * SubplotDomain namedtuple with `x` and `y` fields: | if subplot type is 'domain'. | - x: length 2 list of the subplot start and stop width | - y: length 2 list of the subplot start and stop height | * SubplotXY namedtuple with `xaxis` and `yaxis` fields: | if subplot type is 'xy'. | - xaxis: plotly.graph_objs.layout.XAxis instance for subplot | - yaxis: plotly.graph_objs.layout.YAxis instance for subplot | | plotly_relayout(self, relayout_data, **kwargs) | Perform a Plotly relayout operation on the figure's layout | | Parameters | ---------- | relayout_data : dict | Dict of layout updates | | dict keys are strings that specify the properties to be updated. | Nested properties are expressed by joining successive keys on | '.' characters (e.g. 'xaxis.range') | | dict values are the values to use to update the layout. | | Returns | ------- | None | | plotly_restyle(self, restyle_data, trace_indexes=None, **kwargs) | Perform a Plotly restyle operation on the figure's traces | | Parameters | ---------- | restyle_data : dict | Dict of trace style updates. | | Keys are strings that specify the properties to be updated. | Nested properties are expressed by joining successive keys on | '.' characters (e.g. 'marker.color'). | | Values may be scalars or lists. When values are scalars, | that scalar value is applied to all traces specified by the | `trace_indexes` parameter. When values are lists, | the restyle operation will cycle through the elements | of the list as it cycles through the traces specified by the | `trace_indexes` parameter. | | Caution: To use plotly_restyle to update a list property (e.g. | the `x` property of the scatter trace), the property value | should be a scalar list containing the list to update with. For | example, the following command would be used to update the 'x' | property of the first trace to the list [1, 2, 3] | | >>> import plotly.graph_objects as go | >>> fig = go.Figure(go.Scatter(x=[2, 4, 6])) | >>> fig.plotly_restyle({'x': [[1, 2, 3]]}, 0) | | trace_indexes : int or list of int | Trace index, or list of trace indexes, that the restyle operation | applies to. Defaults to all trace indexes. | | Returns | ------- | None | | plotly_update(self, restyle_data=None, relayout_data=None, trace_indexes=None, **kwargs) | Perform a Plotly update operation on the figure. | | Note: This operation both mutates and returns the figure | | Parameters | ---------- | restyle_data : dict | Traces update specification. See the docstring for the | `plotly_restyle` method for details | relayout_data : dict | Layout update specification. See the docstring for the | `plotly_relayout` method for details | trace_indexes : | Trace index, or list of trace indexes, that the update operation | applies to. Defaults to all trace indexes. | | Returns | ------- | BaseFigure | None | | pop(self, key, *args) | Remove the value associated with the specified key and return it | | Parameters | ---------- | key: str | Property name | dflt | The default value to return if key was not found in figure | | Returns | ------- | value | The removed value that was previously associated with key | | Raises | ------ | KeyError | If key is not in object and no dflt argument specified | | print_grid(self) | Print a visual layout of the figure's axes arrangement. | This is only valid for figures that are created | with plotly.tools.make_subplots. | | select_traces(self, selector=None, row=None, col=None, secondary_y=None) | Select traces from a particular subplot cell and/or traces | that satisfy custom selection criteria. | | Parameters | ---------- | selector: dict, function, int, str or None (default None) | Dict to use as selection criteria. | Traces will be selected if they contain properties corresponding | to all of the dictionary's keys, with values that exactly match | the supplied values. If None (the default), all traces are | selected. If a function, it must be a function accepting a single | argument and returning a boolean. The function will be called on | each trace and those for which the function returned True | will be in the selection. If an int N, the Nth trace matching row | and col will be selected (N can be negative). If a string S, the selector | is equivalent to dict(type=S). | row, col: int or None (default None) | Subplot row and column index of traces to select. | To select traces by row and column, the Figure must have been | created using plotly.subplots.make_subplots. If None | (the default), all traces are selected. | secondary_y: boolean or None (default None) | * If True, only select traces associated with the secondary | y-axis of the subplot. | * If False, only select traces associated with the primary | y-axis of the subplot. | * If None (the default), do not filter traces based on secondary | y-axis. | | To select traces by secondary y-axis, the Figure must have been | created using plotly.subplots.make_subplots. See the docstring | for the specs argument to make_subplots for more info on | creating subplots with secondary y-axes. | Returns | ------- | generator | Generator that iterates through all of the traces that satisfy | all of the specified selection criteria | | to_dict(self) | Convert figure to a dictionary | | Note: the dictionary includes the properties explicitly set by the | user, it does not include default values of unspecified properties | | Returns | ------- | dict | | to_html(self, *args, **kwargs) | Convert a figure to an HTML string representation. | | Parameters | ---------- | config: dict or None (default None) | Plotly.js figure config options | auto_play: bool (default=True) | Whether to automatically start the animation sequence on page load | if the figure contains frames. Has no effect if the figure does not | contain frames. | include_plotlyjs: bool or string (default True) | Specifies how the plotly.js library is included/loaded in the output | div string. | | If True, a script tag containing the plotly.js source code (~3MB) | is included in the output. HTML files generated with this option are | fully self-contained and can be used offline. | | If 'cdn', a script tag that references the plotly.js CDN is included | in the output. HTML files generated with this option are about 3MB | smaller than those generated with include_plotlyjs=True, but they | require an active internet connection in order to load the plotly.js | library. | | If 'directory', a script tag is included that references an external | plotly.min.js bundle that is assumed to reside in the same | directory as the HTML file. | | If a string that ends in '.js', a script tag is included that | references the specified path. This approach can be used to point | the resulting HTML file to an alternative CDN or local bundle. | | If False, no script tag referencing plotly.js is included. This is | useful when the resulting div string will be placed inside an HTML | document that already loads plotly.js. This option is not advised | when full_html=True as it will result in a non-functional html file. | include_mathjax: bool or string (default False) | Specifies how the MathJax.js library is included in the output html | div string. MathJax is required in order to display labels | with LaTeX typesetting. | | If False, no script tag referencing MathJax.js will be included in the | output. | | If 'cdn', a script tag that references a MathJax CDN location will be | included in the output. HTML div strings generated with this option | will be able to display LaTeX typesetting as long as internet access | is available. | | If a string that ends in '.js', a script tag is included that | references the specified path. This approach can be used to point the | resulting HTML div string to an alternative CDN. | post_script: str or list or None (default None) | JavaScript snippet(s) to be included in the resulting div just after | plot creation. The string(s) may include '{plot_id}' placeholders | that will then be replaced by the `id` of the div element that the | plotly.js figure is associated with. One application for this script | is to install custom plotly.js event handlers. | full_html: bool (default True) | If True, produce a string containing a complete HTML document | starting with an <html> tag. If False, produce a string containing | a single <div> element. | animation_opts: dict or None (default None) | dict of custom animation parameters to be passed to the function | Plotly.animate in Plotly.js. See | https://github.com/plotly/plotly.js/blob/master/src/plots/animation_attributes.js | for available options. Has no effect if the figure does not contain | frames, or auto_play is False. | default_width, default_height: number or str (default '100%') | The default figure width/height to use if the provided figure does not | specify its own layout.width/layout.height property. May be | specified in pixels as an integer (e.g. 500), or as a css width style | string (e.g. '500px', '100%'). | validate: bool (default True) | True if the figure should be validated before being converted to | JSON, False otherwise. | div_id: str (default None) | If provided, this is the value of the id attribute of the div tag. If None, the | id attribute is a UUID. | | Returns | ------- | str | Representation of figure as an HTML div string | | to_image(self, *args, **kwargs) | Convert a figure to a static image bytes string | | Parameters | ---------- | format: str or None | The desired image format. One of | - 'png' | - 'jpg' or 'jpeg' | - 'webp' | - 'svg' | - 'pdf' | - 'eps' (deprecated) (Requires the poppler library to be installed) | | If not specified, will default to: | - `plotly.io.defaults.default_format` if engine is "kaleido" | - `plotly.io.orca.config.default_format` if engine is "orca" (deprecated) | | width: int or None | The width of the exported image in layout pixels. If the `scale` | property is 1.0, this will also be the width of the exported image | in physical pixels. | | If not specified, will default to: | - `plotly.io.defaults.default_width` if engine is "kaleido" | - `plotly.io.orca.config.default_width` if engine is "orca" (deprecated) | | height: int or None | The height of the exported image in layout pixels. If the `scale` | property is 1.0, this will also be the height of the exported image | in physical pixels. | | If not specified, will default to: | - `plotly.io.defaults.default_height` if engine is "kaleido" | - `plotly.io.orca.config.default_height` if engine is "orca" (deprecated) | | scale: int or float or None | The scale factor to use when exporting the figure. A scale factor | larger than 1.0 will increase the image resolution with respect | to the figure's layout pixel dimensions. Whereas as scale factor of | less than 1.0 will decrease the image resolution. | | If not specified, will default to: | - `plotly.io.defaults.default_scale` if engine is "kaliedo" | - `plotly.io.orca.config.default_scale` if engine is "orca" (deprecated) | | validate: bool | True if the figure should be validated before being converted to | an image, False otherwise. | | engine (deprecated): str | Image export engine to use. This parameter is deprecated and Orca engine support will be | dropped in the next major Plotly version. Until then, the following values are supported: | - "kaleido": Use Kaleido for image export | - "orca": Use Orca for image export | - "auto" (default): Use Kaleido if installed, otherwise use Orca | | Returns | ------- | bytes | The image data | | to_json(self, *args, **kwargs) | Convert a figure to a JSON string representation | | Parameters | ---------- | validate: bool (default True) | True if the figure should be validated before being converted to | JSON, False otherwise. | | pretty: bool (default False) | True if JSON representation should be pretty-printed, False if | representation should be as compact as possible. | | remove_uids: bool (default True) | True if trace UIDs should be omitted from the JSON representation | | engine: str (default None) | The JSON encoding engine to use. One of: | - "json" for an encoder based on the built-in Python json module | - "orjson" for a fast encoder the requires the orjson package | If not specified, the default encoder is set to the current value of | plotly.io.json.config.default_encoder. | | Returns | ------- | str | Representation of figure as a JSON string | | to_ordered_dict(self, skip_uid=True) | | to_plotly_json(self) | Convert figure to a JSON representation as a Python dict | | Note: May include some JSON-invalid data types, use the `PlotlyJSONEncoder` util | or the `to_json` method to encode to a string. | | Returns | ------- | dict | | write_html(self, *args, **kwargs) | Write a figure to an HTML file representation | | Parameters | ---------- | file: str or writeable | A string representing a local file path or a writeable object | (e.g. a pathlib.Path object or an open file descriptor) | config: dict or None (default None) | Plotly.js figure config options | auto_play: bool (default=True) | Whether to automatically start the animation sequence on page load | if the figure contains frames. Has no effect if the figure does not | contain frames. | include_plotlyjs: bool or string (default True) | Specifies how the plotly.js library is included/loaded in the output | div string. | | If True, a script tag containing the plotly.js source code (~3MB) | is included in the output. HTML files generated with this option are | fully self-contained and can be used offline. | | If 'cdn', a script tag that references the plotly.js CDN is included | in the output. HTML files generated with this option are about 3MB | smaller than those generated with include_plotlyjs=True, but they | require an active internet connection in order to load the plotly.js | library. | | If 'directory', a script tag is included that references an external | plotly.min.js bundle that is assumed to reside in the same | directory as the HTML file. If `file` is a string to a local file | path and `full_html` is True, then the plotly.min.js bundle is copied | into the directory of the resulting HTML file. If a file named | plotly.min.js already exists in the output directory then this file | is left unmodified and no copy is performed. HTML files generated | with this option can be used offline, but they require a copy of | the plotly.min.js bundle in the same directory. This option is | useful when many figures will be saved as HTML files in the same | directory because the plotly.js source code will be included only | once per output directory, rather than once per output file. | | If a string that ends in '.js', a script tag is included that | references the specified path. This approach can be used to point | the resulting HTML file to an alternative CDN or local bundle. | | If False, no script tag referencing plotly.js is included. This is | useful when the resulting div string will be placed inside an HTML | document that already loads plotly.js. This option is not advised | when full_html=True as it will result in a non-functional html file. | | include_mathjax: bool or string (default False) | Specifies how the MathJax.js library is included in the output html | div string. MathJax is required in order to display labels | with LaTeX typesetting. | | If False, no script tag referencing MathJax.js will be included in the | output. | | If 'cdn', a script tag that references a MathJax CDN location will be | included in the output. HTML div strings generated with this option | will be able to display LaTeX typesetting as long as internet access | is available. | | If a string that ends in '.js', a script tag is included that | references the specified path. This approach can be used to point the | resulting HTML div string to an alternative CDN. | post_script: str or list or None (default None) | JavaScript snippet(s) to be included in the resulting div just after | plot creation. The string(s) may include '{plot_id}' placeholders | that will then be replaced by the `id` of the div element that the | plotly.js figure is associated with. One application for this script | is to install custom plotly.js event handlers. | full_html: bool (default True) | If True, produce a string containing a complete HTML document | starting with an <html> tag. If False, produce a string containing | a single <div> element. | animation_opts: dict or None (default None) | dict of custom animation parameters to be passed to the function | Plotly.animate in Plotly.js. See | https://github.com/plotly/plotly.js/blob/master/src/plots/animation_attributes.js | for available options. Has no effect if the figure does not contain | frames, or auto_play is False. | default_width, default_height: number or str (default '100%') | The default figure width/height to use if the provided figure does not | specify its own layout.width/layout.height property. May be | specified in pixels as an integer (e.g. 500), or as a css width style | string (e.g. '500px', '100%'). | validate: bool (default True) | True if the figure should be validated before being converted to | JSON, False otherwise. | auto_open: bool (default True) | If True, open the saved file in a web browser after saving. | This argument only applies if `full_html` is True. | div_id: str (default None) | If provided, this is the value of the id attribute of the div tag. If None, the | id attribute is a UUID. | | Returns | ------- | None | | write_image(self, *args, **kwargs) | Convert a figure to a static image and write it to a file or writeable | object | | Parameters | ---------- | file: str or writeable | A string representing a local file path or a writeable object | (e.g. a pathlib.Path object or an open file descriptor) | | format: str or None | The desired image format. One of | - 'png' | - 'jpg' or 'jpeg' | - 'webp' | - 'svg' | - 'pdf' | - 'eps' (deprecated) (Requires the poppler library to be installed) | | If not specified and `file` is a string then this will default to the | file extension. If not specified and `file` is not a string then this | will default to: | - `plotly.io.defaults.default_format` if engine is "kaleido" | - `plotly.io.orca.config.default_format` if engine is "orca" (deprecated) | | width: int or None | The width of the exported image in layout pixels. If the `scale` | property is 1.0, this will also be the width of the exported image | in physical pixels. | | If not specified, will default to: | - `plotly.io.defaults.default_width` if engine is "kaleido" | - `plotly.io.orca.config.default_width` if engine is "orca" (deprecated) | | height: int or None | The height of the exported image in layout pixels. If the `scale` | property is 1.0, this will also be the height of the exported image | in physical pixels. | | If not specified, will default to: | - `plotly.io.defaults.default_height` if engine is "kaleido" | - `plotly.io.orca.config.default_height` if engine is "orca" (deprecated) | | scale: int or float or None | The scale factor to use when exporting the figure. A scale factor | larger than 1.0 will increase the image resolution with respect | to the figure's layout pixel dimensions. Whereas as scale factor of | less than 1.0 will decrease the image resolution. | | If not specified, will default to: | - `plotly.io.defaults.default_scale` if engine is "kaleido" | - `plotly.io.orca.config.default_scale` if engine is "orca" (deprecated) | | validate: bool | True if the figure should be validated before being converted to | an image, False otherwise. | | engine (deprecated): str | Image export engine to use. This parameter is deprecated and Orca engine support will be | dropped in the next major Plotly version. Until then, the following values are supported: | - "kaleido": Use Kaleido for image export | - "orca": Use Orca for image export | - "auto" (default): Use Kaleido if installed, otherwise use Orca | | Returns | ------- | None | | write_json(self, *args, **kwargs) | Convert a figure to JSON and write it to a file or writeable | object | | Parameters | ---------- | file: str or writeable | A string representing a local file path or a writeable object | (e.g. an open file descriptor) | | pretty: bool (default False) | True if JSON representation should be pretty-printed, False if | representation should be as compact as possible. | | remove_uids: bool (default True) | True if trace UIDs should be omitted from the JSON representation | | engine: str (default None) | The JSON encoding engine to use. One of: | - "json" for an encoder based on the built-in Python json module | - "orjson" for a fast encoder the requires the orjson package | If not specified, the default encoder is set to the current value of | plotly.io.json.config.default_encoder. | | Returns | ------- | None | | ---------------------------------------------------------------------- | Data descriptors inherited from plotly.basedatatypes.BaseFigure: | | __dict__ | dictionary for instance variables (if defined) | | __weakref__ | list of weak references to the object (if defined) | | data | The `data` property is a tuple of the figure's trace objects | | Returns | ------- | tuple[BaseTraceType] | | layout | The `layout` property of the figure | | Returns | ------- | plotly.graph_objs.Layout | | ---------------------------------------------------------------------- | Data and other attributes inherited from plotly.basedatatypes.BaseFigure: | | __hash__ = None | | ---------------------------------------------------------------------- | Class methods inherited from anywidget.widget.AnyWidget: | | __init_subclass__(**kwargs: 'dict') -> 'None' from traitlets.traitlets.MetaHasTraits | Coerces _esm and _css to FileContents if they are files. | | ---------------------------------------------------------------------- | Methods inherited from ipywidgets.widgets.domwidget.DOMWidget: | | add_class(self, className) | Adds a class to the top level element of the widget. | | Doesn't add the class if it already exists. | | blur(self) | Blur the widget. | | focus(self) | Focus on the widget. | | remove_class(self, className) | Removes a class from the top level element of the widget. | | Doesn't remove the class if it doesn't exist. | | ---------------------------------------------------------------------- | Data descriptors inherited from ipywidgets.widgets.domwidget.DOMWidget: | | tabbable | Is widget tabbable? | | tooltip | A tooltip caption. | | ---------------------------------------------------------------------- | Methods inherited from ipywidgets.widgets.widget.Widget: | | __copy__(self) | | __deepcopy__(self, memo) | | __del__(self) | Object disposal | | add_traits(self, **traits) | Dynamically add trait attributes to the Widget. | | close(self) | Close method. | | Closes the underlying comm. | When the comm is closed, all of the widget views are automatically | removed from the front-end. | | get_state(self, key=None, drop_defaults=False) | Gets the widget state, or a piece of it. | | Parameters | ---------- | key : unicode or iterable (optional) | A single property's name or iterable of property names to get. | | Returns | ------- | state : dict of states | metadata : dict | metadata for each field: {key: metadata} | | get_view_spec(self) | | hold_sync(self) | Hold syncing any state until the outermost context manager exits | | notify_change(self, change) | Called when a property has changed. | | on_msg(self, callback, remove=False) | (Un)Register a custom msg receive callback. | | Parameters | ---------- | callback: callable | callback will be passed three arguments when a message arrives:: | | callback(widget, content, buffers) | | remove: bool | True if the callback should be unregistered. | | open(self) | Open a comm to the frontend if one isn't already open. | | send(self, content, buffers=None) | Sends a custom msg to the widget model in the front-end. | | Parameters | ---------- | content : dict | Content of the message to send. | buffers : list of binary buffers | Binary buffers to send with message | | send_state(self, key=None) | Sends the widget state, or a piece of it, to the front-end, if it exists. | | Parameters | ---------- | key : unicode, or iterable (optional) | A single property's name or iterable of property names to sync with the front-end. | | set_state(self, sync_data) | Called when a state is received from the front-end. | | ---------------------------------------------------------------------- | Class methods inherited from ipywidgets.widgets.widget.Widget: | | close_all() from traitlets.traitlets.MetaHasTraits | | handle_control_comm_opened(comm, msg) from traitlets.traitlets.MetaHasTraits | Class method, called when the comm-open message on the | "jupyter.widget.control" comm channel is received | | ---------------------------------------------------------------------- | Static methods inherited from ipywidgets.widgets.widget.Widget: | | get_manager_state(drop_defaults=False, widgets=None) | Returns the full state for a widget manager for embedding | | :param drop_defaults: when True, it will not include default value | :param widgets: list with widgets to include in the state (or all widgets when None) | :return: | | handle_comm_opened(comm, msg) | Static method, called when a widget is constructed. | | on_widget_constructed(callback) | Registers a callback to be called when a widget is constructed. | | The callback must have the following signature: | callback(widget) | | ---------------------------------------------------------------------- | Readonly properties inherited from ipywidgets.widgets.widget.Widget: | | model_id | Gets the model id of this widget. | | If a Comm doesn't exist yet, a Comm will be created automagically. | | ---------------------------------------------------------------------- | Data descriptors inherited from ipywidgets.widgets.widget.Widget: | | comm | | keys | The traits which are synced. | | ---------------------------------------------------------------------- | Data and other attributes inherited from ipywidgets.widgets.widget.Widget: | | widget_types = <ipywidgets.widgets.widget.WidgetRegistry object> | | widgets = {'180c4a7948654cc2806c72dd279d497f': FigureWidget({ | 'dat... | | ---------------------------------------------------------------------- | Data descriptors inherited from ipywidgets.widgets.widget.LoggingHasTraits: | | log | | ---------------------------------------------------------------------- | Methods inherited from traitlets.traitlets.HasTraits: | | __getstate__(self) -> 'dict[str, t.Any]' | | __setstate__(self, state: 'dict[str, t.Any]') -> 'None' | | has_trait(self, name: 'str') -> 'bool' | Returns True if the object has a trait with the specified name. | | hold_trait_notifications(self) -> 't.Any' | Context manager for bundling trait change notifications and cross | validation. | | Use this when doing multiple trait assignments (init, config), to avoid | race conditions in trait notifiers requesting other trait values. | All trait notifications will fire after all values have been assigned. | | observe(self, handler: 't.Callable[..., t.Any]', names: 'Sentinel | str | t.Iterable[Sentinel | str]' = traitlets.All, type: 'Sentinel | str' = 'change') -> 'None' | Setup a handler to be called when a trait changes. | | This is used to setup dynamic notifications of trait changes. | | Parameters | ---------- | handler : callable | A callable that is called when a trait changes. Its | signature should be ``handler(change)``, where ``change`` is a | dictionary. The change dictionary at least holds a 'type' key. | * ``type``: the type of notification. | Other keys may be passed depending on the value of 'type'. In the | case where type is 'change', we also have the following keys: | * ``owner`` : the HasTraits instance | * ``old`` : the old value of the modified trait attribute | * ``new`` : the new value of the modified trait attribute | * ``name`` : the name of the modified trait attribute. | names : list, str, All | If names is All, the handler will apply to all traits. If a list | of str, handler will apply to all names in the list. If a | str, the handler will apply just to that name. | type : str, All (default: 'change') | The type of notification to filter by. If equal to All, then all | notifications are passed to the observe handler. | | on_trait_change(self, handler: 'EventHandler | None' = None, name: 'Sentinel | str | None' = None, remove: 'bool' = False) -> 'None' | DEPRECATED: Setup a handler to be called when a trait changes. | | This is used to setup dynamic notifications of trait changes. | | Static handlers can be created by creating methods on a HasTraits | subclass with the naming convention '_[traitname]_changed'. Thus, | to create static handler for the trait 'a', create the method | _a_changed(self, name, old, new) (fewer arguments can be used, see | below). | | If `remove` is True and `handler` is not specified, all change | handlers for the specified name are uninstalled. | | Parameters | ---------- | handler : callable, None | A callable that is called when a trait changes. Its | signature can be handler(), handler(name), handler(name, new), | handler(name, old, new), or handler(name, old, new, self). | name : list, str, None | If None, the handler will apply to all traits. If a list | of str, handler will apply to all names in the list. If a | str, the handler will apply just to that name. | remove : bool | If False (the default), then install the handler. If True | then unintall it. | | set_trait(self, name: 'str', value: 't.Any') -> 'None' | Forcibly sets trait attribute, including read-only attributes. | | setup_instance(*args: 't.Any', **kwargs: 't.Any') -> 'None' | This is called **before** self.__init__ is called. | | trait_defaults(self, *names: 'str', **metadata: 't.Any') -> 'dict[str, t.Any] | Sentinel' | Return a trait's default value or a dictionary of them | | Notes | ----- | Dynamically generated default values may | depend on the current state of the object. | | trait_has_value(self, name: 'str') -> 'bool' | Returns True if the specified trait has a value. | | This will return false even if ``getattr`` would return a | dynamically generated default value. These default values | will be recognized as existing only after they have been | generated. | | Example | | .. code-block:: python | | class MyClass(HasTraits): | i = Int() | | | mc = MyClass() | assert not mc.trait_has_value("i") | mc.i # generates a default value | assert mc.trait_has_value("i") | | trait_metadata(self, traitname: 'str', key: 'str', default: 't.Any' = None) -> 't.Any' | Get metadata values for trait by key. | | trait_names(self, **metadata: 't.Any') -> 'list[str]' | Get a list of all the names of this class' traits. | | trait_values(self, **metadata: 't.Any') -> 'dict[str, t.Any]' | A ``dict`` of trait names and their values. | | The metadata kwargs allow functions to be passed in which | filter traits based on metadata values. The functions should | take a single value as an argument and return a boolean. If | any function returns False, then the trait is not included in | the output. If a metadata key doesn't exist, None will be passed | to the function. | | Returns | ------- | A ``dict`` of trait names and their values. | | Notes | ----- | Trait values are retrieved via ``getattr``, any exceptions raised | by traits or the operations they may trigger will result in the | absence of a trait value in the result ``dict``. | | traits(self, **metadata: 't.Any') -> 'dict[str, TraitType[t.Any, t.Any]]' | Get a ``dict`` of all the traits of this class. The dictionary | is keyed on the name and the values are the TraitType objects. | | The TraitTypes returned don't know anything about the values | that the various HasTrait's instances are holding. | | The metadata kwargs allow functions to be passed in which | filter traits based on metadata values. The functions should | take a single value as an argument and return a boolean. If | any function returns False, then the trait is not included in | the output. If a metadata key doesn't exist, None will be passed | to the function. | | unobserve(self, handler: 't.Callable[..., t.Any]', names: 'Sentinel | str | t.Iterable[Sentinel | str]' = traitlets.All, type: 'Sentinel | str' = 'change') -> 'None' | Remove a trait change handler. | | This is used to unregister handlers to trait change notifications. | | Parameters | ---------- | handler : callable | The callable called when a trait attribute changes. | names : list, str, All (default: All) | The names of the traits for which the specified handler should be | uninstalled. If names is All, the specified handler is uninstalled | from the list of notifiers corresponding to all changes. | type : str or All (default: 'change') | The type of notification to filter by. If All, the specified handler | is uninstalled from the list of notifiers corresponding to all types. | | unobserve_all(self, name: 'str | t.Any' = traitlets.All) -> 'None' | Remove trait change handlers of any type for the specified name. | If name is not specified, removes all trait notifiers. | | ---------------------------------------------------------------------- | Class methods inherited from traitlets.traitlets.HasTraits: | | class_own_trait_events(name: 'str') -> 'dict[str, EventHandler]' from traitlets.traitlets.MetaHasTraits | Get a dict of all event handlers defined on this class, not a parent. | | Works like ``event_handlers``, except for excluding traits from parents. | | class_own_traits(**metadata: 't.Any') -> 'dict[str, TraitType[t.Any, t.Any]]' from traitlets.traitlets.MetaHasTraits | Get a dict of all the traitlets defined on this class, not a parent. | | Works like `class_traits`, except for excluding traits from parents. | | class_trait_names(**metadata: 't.Any') -> 'list[str]' from traitlets.traitlets.MetaHasTraits | Get a list of all the names of this class' traits. | | This method is just like the :meth:`trait_names` method, | but is unbound. | | class_traits(**metadata: 't.Any') -> 'dict[str, TraitType[t.Any, t.Any]]' from traitlets.traitlets.MetaHasTraits | Get a ``dict`` of all the traits of this class. The dictionary | is keyed on the name and the values are the TraitType objects. | | This method is just like the :meth:`traits` method, but is unbound. | | The TraitTypes returned don't know anything about the values | that the various HasTrait's instances are holding. | | The metadata kwargs allow functions to be passed in which | filter traits based on metadata values. The functions should | take a single value as an argument and return a boolean. If | any function returns False, then the trait is not included in | the output. If a metadata key doesn't exist, None will be passed | to the function. | | trait_events(name: 'str | None' = None) -> 'dict[str, EventHandler]' from traitlets.traitlets.MetaHasTraits | Get a ``dict`` of all the event handlers of this class. | | Parameters | ---------- | name : str (default: None) | The name of a trait of this class. If name is ``None`` then all | the event handlers of this class will be returned instead. | | Returns | ------- | The event handlers associated with a trait name, or all event handlers. | | ---------------------------------------------------------------------- | Readonly properties inherited from traitlets.traitlets.HasTraits: | | cross_validation_lock | A contextmanager for running a block with our cross validation lock set | to True. | | At the end of the block, the lock's value is restored to its value | prior to entering the block. | | ---------------------------------------------------------------------- | Data and other attributes inherited from traitlets.traitlets.HasTraits: | | __annotations__ = {'_all_trait_default_generators': 'dict[str, t.Any]'... | | ---------------------------------------------------------------------- | Static methods inherited from traitlets.traitlets.HasDescriptors: | | __new__(*args: 't.Any', **kwargs: 't.Any') -> 't.Any' | Create and return a new object. See help(type) for accurate signature.
What About Dash?¶
Dash is an open-source framework for building analytical applications, with no Javascript required, and it is tightly integrated with the Plotly graphing library.
Learn about how to install Dash at https://dash.plot.ly/installation.
Everywhere in this page that you see fig.show()
, you can display the same figure in a Dash application by passing it to the figure
argument of the Graph
component from the built-in dash_core_components
package like this:
import plotly.graph_objects as go # or plotly.express as px
fig = go.Figure() # or any Plotly Express function e.g. px.bar(...)
# fig.add_trace( ... )
# fig.update_layout( ... )
from dash import Dash, dcc, html
app = Dash()
app.layout = html.Div([
dcc.Graph(figure=fig)
])
app.run(debug=True, use_reloader=False) # Turn off reloader if inside Jupyter
