plotly.graph_objects.Scatter¶

class plotly.graph_objects.Scatter(arg=None, 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, **kwargs)¶
__init__(arg=None, 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, **kwargs)¶

Construct a new Scatter object

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

  • arg – dict of properties compatible with this constructor or an instance of plotly.graph_objects.Scatter

  • 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 – plotly.graph_objects.scatter.ErrorX instance or dict with compatible properties

  • error_y – 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 – 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 – 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 – plotly.graph_objects.scatter.Line instance or dict with compatible properties

  • marker – 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 – 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 – 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 – 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.

Returns

Return type

Scatter

plotly.graph_objects.scatter¶

plotly.graph_objects.scatter

class plotly.graph_objects.scatter.ErrorX(arg=None, array=None, arrayminus=None, arrayminussrc=None, arraysrc=None, color=None, copy_ystyle=None, symmetric=None, thickness=None, traceref=None, tracerefminus=None, type=None, value=None, valueminus=None, visible=None, width=None, **kwargs)¶
property array¶

Sets the data corresponding the length of each error bar. Values are plotted relative to the underlying data.

The ‘array’ property is an array that may be specified as a tuple, list, numpy array, or pandas Series

Returns

Return type

numpy.ndarray

property arrayminus¶

Sets the data corresponding the length of each error bar in the bottom (left) direction for vertical (horizontal) bars Values are plotted relative to the underlying data.

The ‘arrayminus’ property is an array that may be specified as a tuple, list, numpy array, or pandas Series

Returns

Return type

numpy.ndarray

property arrayminussrc¶

Sets the source reference on Chart Studio Cloud for arrayminus.

The ‘arrayminussrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property arraysrc¶

Sets the source reference on Chart Studio Cloud for array.

The ‘arraysrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property color¶

Sets the stroke color of the error bars.

The ‘color’ property is a color and may be specified as:

  • A hex string (e.g. ‘#ff0000’)

  • An rgb/rgba string (e.g. ‘rgb(255,0,0)’)

  • An hsl/hsla string (e.g. ‘hsl(0,100%,50%)’)

  • An hsv/hsva string (e.g. ‘hsv(0,100%,100%)’)

  • A named CSS color: see https://plotly.com/python/css-colors/ for a list

Returns

Return type

str

property copy_ystyle¶

The ‘copy_ystyle’ property must be specified as a bool (either True, or False)

Returns

Return type

bool

property symmetric¶

Determines whether or not the error bars have the same length in both direction (top/bottom for vertical bars, left/right for horizontal bars.

The ‘symmetric’ property must be specified as a bool (either True, or False)

Returns

Return type

bool

property thickness¶

Sets the thickness (in px) of the error bars.

The ‘thickness’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

Returns

Return type

int|float

property traceref¶
The ‘traceref’ property is a integer and may be specified as:

  • An int (or float that will be cast to an int) in the interval [0, 9223372036854775807]

Returns

Return type

int

property tracerefminus¶
The ‘tracerefminus’ property is a integer and may be specified as:

  • An int (or float that will be cast to an int) in the interval [0, 9223372036854775807]

Returns

Return type

int

property type¶

Determines the rule used to generate the error bars. If “constant”, the bar lengths are of a constant value. Set this constant in value. If “percent”, the bar lengths correspond to a percentage of underlying data. Set this percentage in value. If “sqrt”, the bar lengths correspond to the square of the underlying data. If “data”, the bar lengths are set with data set array.

The ‘type’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [‘percent’, ‘constant’, ‘sqrt’, ‘data’]

Returns

Return type

Any

property value¶

Sets the value of either the percentage (if type is set to “percent”) or the constant (if type is set to “constant”) corresponding to the lengths of the error bars.

The ‘value’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

Returns

Return type

int|float

property valueminus¶

Sets the value of either the percentage (if type is set to “percent”) or the constant (if type is set to “constant”) corresponding to the lengths of the error bars in the bottom (left) direction for vertical (horizontal) bars

The ‘valueminus’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

Returns

Return type

int|float

property visible¶

Determines whether or not this set of error bars is visible.

The ‘visible’ property must be specified as a bool (either True, or False)

Returns

Return type

bool

property width¶

Sets the width (in px) of the cross-bar at both ends of the error bars.

The ‘width’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

Returns

Return type

int|float

class plotly.graph_objects.scatter.ErrorY(arg=None, array=None, arrayminus=None, arrayminussrc=None, arraysrc=None, color=None, symmetric=None, thickness=None, traceref=None, tracerefminus=None, type=None, value=None, valueminus=None, visible=None, width=None, **kwargs)¶
property array¶

Sets the data corresponding the length of each error bar. Values are plotted relative to the underlying data.

The ‘array’ property is an array that may be specified as a tuple, list, numpy array, or pandas Series

Returns

Return type

numpy.ndarray

property arrayminus¶

Sets the data corresponding the length of each error bar in the bottom (left) direction for vertical (horizontal) bars Values are plotted relative to the underlying data.

The ‘arrayminus’ property is an array that may be specified as a tuple, list, numpy array, or pandas Series

Returns

Return type

numpy.ndarray

property arrayminussrc¶

Sets the source reference on Chart Studio Cloud for arrayminus.

The ‘arrayminussrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property arraysrc¶

Sets the source reference on Chart Studio Cloud for array.

The ‘arraysrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property color¶

Sets the stroke color of the error bars.

The ‘color’ property is a color and may be specified as:

  • A hex string (e.g. ‘#ff0000’)

  • An rgb/rgba string (e.g. ‘rgb(255,0,0)’)

  • An hsl/hsla string (e.g. ‘hsl(0,100%,50%)’)

  • An hsv/hsva string (e.g. ‘hsv(0,100%,100%)’)

  • A named CSS color: see https://plotly.com/python/css-colors/ for a list

Returns

Return type

str

property symmetric¶

Determines whether or not the error bars have the same length in both direction (top/bottom for vertical bars, left/right for horizontal bars.

The ‘symmetric’ property must be specified as a bool (either True, or False)

Returns

Return type

bool

property thickness¶

Sets the thickness (in px) of the error bars.

The ‘thickness’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

Returns

Return type

int|float

property traceref¶
The ‘traceref’ property is a integer and may be specified as:

  • An int (or float that will be cast to an int) in the interval [0, 9223372036854775807]

Returns

Return type

int

property tracerefminus¶
The ‘tracerefminus’ property is a integer and may be specified as:

  • An int (or float that will be cast to an int) in the interval [0, 9223372036854775807]

Returns

Return type

int

property type¶

Determines the rule used to generate the error bars. If “constant”, the bar lengths are of a constant value. Set this constant in value. If “percent”, the bar lengths correspond to a percentage of underlying data. Set this percentage in value. If “sqrt”, the bar lengths correspond to the square of the underlying data. If “data”, the bar lengths are set with data set array.

The ‘type’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [‘percent’, ‘constant’, ‘sqrt’, ‘data’]

Returns

Return type

Any

property value¶

Sets the value of either the percentage (if type is set to “percent”) or the constant (if type is set to “constant”) corresponding to the lengths of the error bars.

The ‘value’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

Returns

Return type

int|float

property valueminus¶

Sets the value of either the percentage (if type is set to “percent”) or the constant (if type is set to “constant”) corresponding to the lengths of the error bars in the bottom (left) direction for vertical (horizontal) bars

The ‘valueminus’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

Returns

Return type

int|float

property visible¶

Determines whether or not this set of error bars is visible.

The ‘visible’ property must be specified as a bool (either True, or False)

Returns

Return type

bool

property width¶

Sets the width (in px) of the cross-bar at both ends of the error bars.

The ‘width’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

Returns

Return type

int|float

class plotly.graph_objects.scatter.Fillgradient(arg=None, colorscale=None, start=None, stop=None, type=None, **kwargs)¶
property colorscale¶

Sets the fill gradient colors as a color scale. The color scale is interpreted as a gradient applied in the direction specified by “orientation”, from the lowest to the highest value of the scatter plot along that axis, or from the center to the most distant point from it, if orientation is “radial”.

The ‘colorscale’ property is a colorscale and may be specified as:

  • A list of colors that will be spaced evenly to create the colorscale. Many predefined colorscale lists are included in the sequential, diverging, and cyclical modules in the plotly.colors package.

  • A list of 2-element lists where the first element is the normalized color level value (starting at 0 and ending at 1), and the second item is a valid color string. (e.g. [[0, ‘green’], [0.5, ‘red’], [1.0, ‘rgb(0, 0, 255)’]])

  • One of the following named colorscales:
    [‘aggrnyl’, ‘agsunset’, ‘algae’, ‘amp’, ‘armyrose’, ‘balance’,

    ‘blackbody’, ‘bluered’, ‘blues’, ‘blugrn’, ‘bluyl’, ‘brbg’, ‘brwnyl’, ‘bugn’, ‘bupu’, ‘burg’, ‘burgyl’, ‘cividis’, ‘curl’, ‘darkmint’, ‘deep’, ‘delta’, ‘dense’, ‘earth’, ‘edge’, ‘electric’, ‘emrld’, ‘fall’, ‘geyser’, ‘gnbu’, ‘gray’, ‘greens’, ‘greys’, ‘haline’, ‘hot’, ‘hsv’, ‘ice’, ‘icefire’, ‘inferno’, ‘jet’, ‘magenta’, ‘magma’, ‘matter’, ‘mint’, ‘mrybm’, ‘mygbm’, ‘oranges’, ‘orrd’, ‘oryel’, ‘oxy’, ‘peach’, ‘phase’, ‘picnic’, ‘pinkyl’, ‘piyg’, ‘plasma’, ‘plotly3’, ‘portland’, ‘prgn’, ‘pubu’, ‘pubugn’, ‘puor’, ‘purd’, ‘purp’, ‘purples’, ‘purpor’, ‘rainbow’, ‘rdbu’, ‘rdgy’, ‘rdpu’, ‘rdylbu’, ‘rdylgn’, ‘redor’, ‘reds’, ‘solar’, ‘spectral’, ‘speed’, ‘sunset’, ‘sunsetdark’, ‘teal’, ‘tealgrn’, ‘tealrose’, ‘tempo’, ‘temps’, ‘thermal’, ‘tropic’, ‘turbid’, ‘turbo’, ‘twilight’, ‘viridis’, ‘ylgn’, ‘ylgnbu’, ‘ylorbr’, ‘ylorrd’].

    Appending ‘_r’ to a named colorscale reverses it.

Returns

Return type

str

property start¶

Sets the gradient start value. It is given as the absolute position on the axis determined by the orientiation. E.g., if orientation is “horizontal”, the gradient will be horizontal and start from the x-position given by start. If omitted, the gradient starts at the lowest value of the trace along the respective axis. Ignored if orientation is “radial”.

The ‘start’ property is a number and may be specified as:

  • An int or float

Returns

Return type

int|float

property stop¶

Sets the gradient end value. It is given as the absolute position on the axis determined by the orientiation. E.g., if orientation is “horizontal”, the gradient will be horizontal and end at the x-position given by end. If omitted, the gradient ends at the highest value of the trace along the respective axis. Ignored if orientation is “radial”.

The ‘stop’ property is a number and may be specified as:

  • An int or float

Returns

Return type

int|float

property type¶

Sets the type/orientation of the color gradient for the fill. Defaults to “none”.

The ‘type’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [‘radial’, ‘horizontal’, ‘vertical’, ‘none’]

Returns

Return type

Any

class plotly.graph_objects.scatter.Fillpattern(arg=None, bgcolor=None, bgcolorsrc=None, fgcolor=None, fgcolorsrc=None, fgopacity=None, fillmode=None, path=None, pathsrc=None, shape=None, shapesrc=None, size=None, sizesrc=None, solidity=None, soliditysrc=None, **kwargs)¶
property bgcolor¶

When there is no colorscale sets the color of background pattern fill. Defaults to a marker.color background when fillmode is “overlay”. Otherwise, defaults to a transparent background.

The ‘bgcolor’ property is a color and may be specified as:

  • A hex string (e.g. ‘#ff0000’)

  • An rgb/rgba string (e.g. ‘rgb(255,0,0)’)

  • An hsl/hsla string (e.g. ‘hsl(0,100%,50%)’)

  • An hsv/hsva string (e.g. ‘hsv(0,100%,100%)’)

  • A named CSS color: see https://plotly.com/python/css-colors/ for a list

  • A list or array of any of the above

Returns

Return type

str|numpy.ndarray

property bgcolorsrc¶

Sets the source reference on Chart Studio Cloud for bgcolor.

The ‘bgcolorsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property fgcolor¶

When there is no colorscale sets the color of foreground pattern fill. Defaults to a marker.color background when fillmode is “replace”. Otherwise, defaults to dark grey or white to increase contrast with the bgcolor.

The ‘fgcolor’ property is a color and may be specified as:

  • A hex string (e.g. ‘#ff0000’)

  • An rgb/rgba string (e.g. ‘rgb(255,0,0)’)

  • An hsl/hsla string (e.g. ‘hsl(0,100%,50%)’)

  • An hsv/hsva string (e.g. ‘hsv(0,100%,100%)’)

  • A named CSS color: see https://plotly.com/python/css-colors/ for a list

  • A list or array of any of the above

Returns

Return type

str|numpy.ndarray

property fgcolorsrc¶

Sets the source reference on Chart Studio Cloud for fgcolor.

The ‘fgcolorsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property fgopacity¶

Sets the opacity of the foreground pattern fill. Defaults to a 0.5 when fillmode is “overlay”. Otherwise, defaults to 1.

The ‘fgopacity’ property is a number and may be specified as:

  • An int or float in the interval [0, 1]

Returns

Return type

int|float

property fillmode¶

Determines whether marker.color should be used as a default to bgcolor or a fgcolor.

The ‘fillmode’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [‘replace’, ‘overlay’]

Returns

Return type

Any

property path¶

Sets a custom path for pattern fill. Use with no shape or solidity, provide an SVG path string for the regions of the square from (0,0) to (size,`size`) to color.

The ‘path’ property is a string and must be specified as:

  • A string

  • A number that will be converted to a string

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

str|numpy.ndarray

property pathsrc¶

Sets the source reference on Chart Studio Cloud for path.

The ‘pathsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property shape¶

Sets the shape of the pattern fill. By default, no pattern is used for filling the area.

The ‘shape’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [‘’, ‘/’, ‘', ‘x’, ‘-‘, ‘|’, ‘+’, ‘.’]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

Any|numpy.ndarray

property shapesrc¶

Sets the source reference on Chart Studio Cloud for shape.

The ‘shapesrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property size¶

Sets the size of unit squares of the pattern fill in pixels, which corresponds to the interval of repetition of the pattern.

The ‘size’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

int|float|numpy.ndarray

property sizesrc¶

Sets the source reference on Chart Studio Cloud for size.

The ‘sizesrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property solidity¶

Sets the solidity of the pattern fill. Solidity is roughly the fraction of the area filled by the pattern. Solidity of 0 shows only the background color without pattern and solidty of 1 shows only the foreground color without pattern.

The ‘solidity’ property is a number and may be specified as:

  • An int or float in the interval [0, 1]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

int|float|numpy.ndarray

property soliditysrc¶

Sets the source reference on Chart Studio Cloud for solidity.

The ‘soliditysrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

class plotly.graph_objects.scatter.Hoverlabel(arg=None, align=None, alignsrc=None, bgcolor=None, bgcolorsrc=None, bordercolor=None, bordercolorsrc=None, font=None, namelength=None, namelengthsrc=None, showarrow=None, **kwargs)¶
property align¶

Sets the horizontal alignment of the text content within hover label box. Has an effect only if the hover label text spans more two or more lines

The ‘align’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [‘left’, ‘right’, ‘auto’]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

Any|numpy.ndarray

property alignsrc¶

Sets the source reference on Chart Studio Cloud for align.

The ‘alignsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property bgcolor¶

Sets the background color of the hover labels for this trace

The ‘bgcolor’ property is a color and may be specified as:

  • A hex string (e.g. ‘#ff0000’)

  • An rgb/rgba string (e.g. ‘rgb(255,0,0)’)

  • An hsl/hsla string (e.g. ‘hsl(0,100%,50%)’)

  • An hsv/hsva string (e.g. ‘hsv(0,100%,100%)’)

  • A named CSS color: see https://plotly.com/python/css-colors/ for a list

  • A list or array of any of the above

Returns

Return type

str|numpy.ndarray

property bgcolorsrc¶

Sets the source reference on Chart Studio Cloud for bgcolor.

The ‘bgcolorsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property bordercolor¶

Sets the border color of the hover labels for this trace.

The ‘bordercolor’ property is a color and may be specified as:

  • A hex string (e.g. ‘#ff0000’)

  • An rgb/rgba string (e.g. ‘rgb(255,0,0)’)

  • An hsl/hsla string (e.g. ‘hsl(0,100%,50%)’)

  • An hsv/hsva string (e.g. ‘hsv(0,100%,100%)’)

  • A named CSS color: see https://plotly.com/python/css-colors/ for a list

  • A list or array of any of the above

Returns

Return type

str|numpy.ndarray

property bordercolorsrc¶

Sets the source reference on Chart Studio Cloud for bordercolor.

The ‘bordercolorsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property font¶

Sets the font used in hover labels.

The ‘font’ property is an instance of Font that may be specified as:

Returns

Return type

plotly.graph_objects.scatter.hoverlabel.Font

property namelength¶

Sets the default length (in number of characters) of the trace name in the hover labels for all traces. -1 shows the whole name regardless of length. 0-3 shows the first 0-3 characters, and an integer >3 will show the whole name if it is less than that many characters, but if it is longer, will truncate to namelength - 3 characters and add an ellipsis.

The ‘namelength’ property is a integer and may be specified as:

  • An int (or float that will be cast to an int) in the interval [-1, 9223372036854775807]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

int|numpy.ndarray

property namelengthsrc¶

Sets the source reference on Chart Studio Cloud for namelength.

The ‘namelengthsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property showarrow¶

Sets whether or not to show the hover label arrow/triangle pointing to the data point.

The ‘showarrow’ property must be specified as a bool (either True, or False)

Returns

Return type

bool

class plotly.graph_objects.scatter.Legendgrouptitle(arg=None, font=None, text=None, **kwargs)¶
property font¶

Sets this legend group’s title font.

The ‘font’ property is an instance of Font that may be specified as:

Returns

Return type

plotly.graph_objects.scatter.legendgrouptitle.Font

property text¶

Sets the title of the legend group.

The ‘text’ property is a string and must be specified as:

  • A string

  • A number that will be converted to a string

Returns

Return type

str

class plotly.graph_objects.scatter.Line(arg=None, backoff=None, backoffsrc=None, color=None, dash=None, shape=None, simplify=None, smoothing=None, width=None, **kwargs)¶
property backoff¶

Sets the line back off from the end point of the nth line segment (in px). This option is useful e.g. to avoid overlap with arrowhead markers. With “auto” the lines would trim before markers if marker.angleref is set to “previous”.

The ‘backoff’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

int|float|numpy.ndarray

property backoffsrc¶

Sets the source reference on Chart Studio Cloud for backoff.

The ‘backoffsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property color¶

Sets the line color.

The ‘color’ property is a color and may be specified as:

  • A hex string (e.g. ‘#ff0000’)

  • An rgb/rgba string (e.g. ‘rgb(255,0,0)’)

  • An hsl/hsla string (e.g. ‘hsl(0,100%,50%)’)

  • An hsv/hsva string (e.g. ‘hsv(0,100%,100%)’)

  • A named CSS color: see https://plotly.com/python/css-colors/ for a list

Returns

Return type

str

property dash¶

Sets the dash style of lines. Set to a dash type string (“solid”, “dot”, “dash”, “longdash”, “dashdot”, or “longdashdot”) or a dash length list in px (eg “5px,10px,2px,2px”).

The ‘dash’ property is an enumeration that may be specified as:
  • One of the following dash styles:

    [‘solid’, ‘dot’, ‘dash’, ‘longdash’, ‘dashdot’, ‘longdashdot’]

  • A string containing a dash length list in pixels or percentages

    (e.g. ‘5px 10px 2px 2px’, ‘5, 10, 2, 2’, ‘10% 20% 40%’, etc.)

Returns

Return type

str

property shape¶

Determines the line shape. With “spline” the lines are drawn using spline interpolation. The other available values correspond to step-wise line shapes.

The ‘shape’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [‘linear’, ‘spline’, ‘hv’, ‘vh’, ‘hvh’, ‘vhv’]

Returns

Return type

Any

property simplify¶

Simplifies lines by removing nearly-collinear points. When transitioning lines, it may be desirable to disable this so that the number of points along the resulting SVG path is unaffected.

The ‘simplify’ property must be specified as a bool (either True, or False)

Returns

Return type

bool

property smoothing¶

Has an effect only if shape is set to “spline” Sets the amount of smoothing. 0 corresponds to no smoothing (equivalent to a “linear” shape).

The ‘smoothing’ property is a number and may be specified as:

  • An int or float in the interval [0, 1.3]

Returns

Return type

int|float

property width¶

Sets the line width (in px).

The ‘width’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

Returns

Return type

int|float

class plotly.graph_objects.scatter.Marker(arg=None, angle=None, angleref=None, anglesrc=None, autocolorscale=None, cauto=None, cmax=None, cmid=None, cmin=None, color=None, coloraxis=None, colorbar=None, colorscale=None, colorsrc=None, gradient=None, line=None, maxdisplayed=None, opacity=None, opacitysrc=None, reversescale=None, showscale=None, size=None, sizemin=None, sizemode=None, sizeref=None, sizesrc=None, standoff=None, standoffsrc=None, symbol=None, symbolsrc=None, **kwargs)¶
property angle¶

Sets the marker angle in respect to angleref.

The ‘angle’ property is a angle (in degrees) that may be specified as a number between -180 and 180, or a list, numpy array or other iterable thereof. Numeric values outside this range are converted to the equivalent value (e.g. 270 is converted to -90).

Returns

Return type

int|float|numpy.ndarray

property angleref¶

Sets the reference for marker angle. With “previous”, angle 0 points along the line from the previous point to this one. With “up”, angle 0 points toward the top of the screen.

The ‘angleref’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [‘previous’, ‘up’]

Returns

Return type

Any

property anglesrc¶

Sets the source reference on Chart Studio Cloud for angle.

The ‘anglesrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property autocolorscale¶

Determines whether the colorscale is a default palette (autocolorscale: true) or the palette determined by marker.colorscale. Has an effect only if in marker.color is set to a numerical array. 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.

The ‘autocolorscale’ property must be specified as a bool (either True, or False)

Returns

Return type

bool

property cauto¶

Determines whether or not the color domain is computed with respect to the input data (here in marker.color) or the bounds set in marker.cmin and marker.cmax Has an effect only if in marker.color is set to a numerical array. Defaults to false when marker.cmin and marker.cmax are set by the user.

The ‘cauto’ property must be specified as a bool (either True, or False)

Returns

Return type

bool

property cmax¶

Sets the upper bound of the color domain. Has an effect only if in marker.color is set to a numerical array. Value should have the same units as in marker.color and if set, marker.cmin must be set as well.

The ‘cmax’ property is a number and may be specified as:

  • An int or float

Returns

Return type

int|float

property cmid¶

Sets the mid-point of the color domain by scaling marker.cmin and/or marker.cmax to be equidistant to this point. Has an effect only if in marker.color is set to a numerical array. Value should have the same units as in marker.color. Has no effect when marker.cauto is false.

The ‘cmid’ property is a number and may be specified as:

  • An int or float

Returns

Return type

int|float

property cmin¶

Sets the lower bound of the color domain. Has an effect only if in marker.color is set to a numerical array. Value should have the same units as in marker.color and if set, marker.cmax must be set as well.

The ‘cmin’ property is a number and may be specified as:

  • An int or float

Returns

Return type

int|float

property color¶

Sets the marker color. It accepts either a specific color or an array of numbers that are mapped to the colorscale relative to the max and min values of the array or relative to marker.cmin and marker.cmax if set.

The ‘color’ property is a color and may be specified as:

  • A hex string (e.g. ‘#ff0000’)

  • An rgb/rgba string (e.g. ‘rgb(255,0,0)’)

  • An hsl/hsla string (e.g. ‘hsl(0,100%,50%)’)

  • An hsv/hsva string (e.g. ‘hsv(0,100%,100%)’)

  • A named CSS color: see https://plotly.com/python/css-colors/ for a list

  • A number that will be interpreted as a color according to scatter.marker.colorscale

  • A list or array of any of the above

Returns

Return type

str|numpy.ndarray

property 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.

The ‘coloraxis’ property is an identifier of a particular subplot, of type ‘coloraxis’, that may be specified as the string ‘coloraxis’ optionally followed by an integer >= 1 (e.g. ‘coloraxis’, ‘coloraxis1’, ‘coloraxis2’, ‘coloraxis3’, etc.)

Returns

Return type

str

property colorbar¶

The ‘colorbar’ property is an instance of ColorBar that may be specified as:

Returns

Return type

plotly.graph_objects.scatter.marker.ColorBar

property colorscale¶

Sets the colorscale. Has an effect only if in marker.color is set to a numerical array. 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 marker.cmin and marker.cmax. Alternatively, colorscale may be a palette name string of the following list: Blackbody,B luered,Blues,Cividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic ,Portland,Rainbow,RdBu,Reds,Viridis,YlGnBu,YlOrRd.

The ‘colorscale’ property is a colorscale and may be specified as:

  • A list of colors that will be spaced evenly to create the colorscale. Many predefined colorscale lists are included in the sequential, diverging, and cyclical modules in the plotly.colors package.

  • A list of 2-element lists where the first element is the normalized color level value (starting at 0 and ending at 1), and the second item is a valid color string. (e.g. [[0, ‘green’], [0.5, ‘red’], [1.0, ‘rgb(0, 0, 255)’]])

  • One of the following named colorscales:
    [‘aggrnyl’, ‘agsunset’, ‘algae’, ‘amp’, ‘armyrose’, ‘balance’,

    ‘blackbody’, ‘bluered’, ‘blues’, ‘blugrn’, ‘bluyl’, ‘brbg’, ‘brwnyl’, ‘bugn’, ‘bupu’, ‘burg’, ‘burgyl’, ‘cividis’, ‘curl’, ‘darkmint’, ‘deep’, ‘delta’, ‘dense’, ‘earth’, ‘edge’, ‘electric’, ‘emrld’, ‘fall’, ‘geyser’, ‘gnbu’, ‘gray’, ‘greens’, ‘greys’, ‘haline’, ‘hot’, ‘hsv’, ‘ice’, ‘icefire’, ‘inferno’, ‘jet’, ‘magenta’, ‘magma’, ‘matter’, ‘mint’, ‘mrybm’, ‘mygbm’, ‘oranges’, ‘orrd’, ‘oryel’, ‘oxy’, ‘peach’, ‘phase’, ‘picnic’, ‘pinkyl’, ‘piyg’, ‘plasma’, ‘plotly3’, ‘portland’, ‘prgn’, ‘pubu’, ‘pubugn’, ‘puor’, ‘purd’, ‘purp’, ‘purples’, ‘purpor’, ‘rainbow’, ‘rdbu’, ‘rdgy’, ‘rdpu’, ‘rdylbu’, ‘rdylgn’, ‘redor’, ‘reds’, ‘solar’, ‘spectral’, ‘speed’, ‘sunset’, ‘sunsetdark’, ‘teal’, ‘tealgrn’, ‘tealrose’, ‘tempo’, ‘temps’, ‘thermal’, ‘tropic’, ‘turbid’, ‘turbo’, ‘twilight’, ‘viridis’, ‘ylgn’, ‘ylgnbu’, ‘ylorbr’, ‘ylorrd’].

    Appending ‘_r’ to a named colorscale reverses it.

Returns

Return type

str

property colorsrc¶

Sets the source reference on Chart Studio Cloud for color.

The ‘colorsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property gradient¶

The ‘gradient’ property is an instance of Gradient that may be specified as:

Returns

Return type

plotly.graph_objects.scatter.marker.Gradient

property line¶

The ‘line’ property is an instance of Line that may be specified as:

Returns

Return type

plotly.graph_objects.scatter.marker.Line

property maxdisplayed¶

Sets a maximum number of points to be drawn on the graph. 0 corresponds to no limit.

The ‘maxdisplayed’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

Returns

Return type

int|float

property opacity¶

Sets the marker opacity.

The ‘opacity’ property is a number and may be specified as:

  • An int or float in the interval [0, 1]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

int|float|numpy.ndarray

property opacitysrc¶

Sets the source reference on Chart Studio Cloud for opacity.

The ‘opacitysrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property reversescale¶

Reverses the color mapping if true. Has an effect only if in marker.color is set to a numerical array. If true, marker.cmin will correspond to the last color in the array and marker.cmax will correspond to the first color.

The ‘reversescale’ property must be specified as a bool (either True, or False)

Returns

Return type

bool

property showscale¶

Determines whether or not a colorbar is displayed for this trace. Has an effect only if in marker.color is set to a numerical array.

The ‘showscale’ property must be specified as a bool (either True, or False)

Returns

Return type

bool

property size¶

Sets the marker size (in px).

The ‘size’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

int|float|numpy.ndarray

property sizemin¶

Has an effect only if marker.size is set to a numerical array. Sets the minimum size (in px) of the rendered marker points.

The ‘sizemin’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

Returns

Return type

int|float

property sizemode¶

Has an effect only if marker.size is set to a numerical array. Sets the rule for which the data in size is converted to pixels.

The ‘sizemode’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [‘diameter’, ‘area’]

Returns

Return type

Any

property sizeref¶

Has an effect only if marker.size is set to a numerical array. Sets the scale factor used to determine the rendered size of marker points. Use with sizemin and sizemode.

The ‘sizeref’ property is a number and may be specified as:

  • An int or float

Returns

Return type

int|float

property sizesrc¶

Sets the source reference on Chart Studio Cloud for size.

The ‘sizesrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property standoff¶

Moves the marker away from the data point in the direction of angle (in px). This can be useful for example if you have another marker at this location and you want to point an arrowhead marker at it.

The ‘standoff’ property is a number and may be specified as:

  • An int or float in the interval [0, inf]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

int|float|numpy.ndarray

property standoffsrc¶

Sets the source reference on Chart Studio Cloud for standoff.

The ‘standoffsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property symbol¶

Sets the marker symbol type. Adding 100 is equivalent to appending “-open” to a symbol name. Adding 200 is equivalent to appending “-dot” to a symbol name. Adding 300 is equivalent to appending “-open-dot” or “dot-open” to a symbol name.

The ‘symbol’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [0, ‘0’, ‘circle’, 100, ‘100’, ‘circle-open’, 200, ‘200’, ‘circle-dot’, 300, ‘300’, ‘circle-open-dot’, 1, ‘1’, ‘square’, 101, ‘101’, ‘square-open’, 201, ‘201’, ‘square-dot’, 301, ‘301’, ‘square-open-dot’, 2, ‘2’, ‘diamond’, 102, ‘102’, ‘diamond-open’, 202, ‘202’, ‘diamond-dot’, 302, ‘302’, ‘diamond-open-dot’, 3, ‘3’, ‘cross’, 103, ‘103’, ‘cross-open’, 203, ‘203’, ‘cross-dot’, 303, ‘303’, ‘cross-open-dot’, 4, ‘4’, ‘x’, 104, ‘104’, ‘x-open’, 204, ‘204’, ‘x-dot’, 304, ‘304’, ‘x-open-dot’, 5, ‘5’, ‘triangle-up’, 105, ‘105’, ‘triangle-up-open’, 205, ‘205’, ‘triangle-up-dot’, 305, ‘305’, ‘triangle-up-open-dot’, 6, ‘6’, ‘triangle-down’, 106, ‘106’, ‘triangle-down-open’, 206, ‘206’, ‘triangle-down-dot’, 306, ‘306’, ‘triangle-down-open-dot’, 7, ‘7’, ‘triangle-left’, 107, ‘107’, ‘triangle-left-open’, 207, ‘207’, ‘triangle-left-dot’, 307, ‘307’, ‘triangle-left-open-dot’, 8, ‘8’, ‘triangle-right’, 108, ‘108’, ‘triangle-right-open’, 208, ‘208’, ‘triangle-right-dot’, 308, ‘308’, ‘triangle-right-open-dot’, 9, ‘9’, ‘triangle-ne’, 109, ‘109’, ‘triangle-ne-open’, 209, ‘209’, ‘triangle-ne-dot’, 309, ‘309’, ‘triangle-ne-open-dot’, 10, ‘10’, ‘triangle-se’, 110, ‘110’, ‘triangle-se-open’, 210, ‘210’, ‘triangle-se-dot’, 310, ‘310’, ‘triangle-se-open-dot’, 11, ‘11’, ‘triangle-sw’, 111, ‘111’, ‘triangle-sw-open’, 211, ‘211’, ‘triangle-sw-dot’, 311, ‘311’, ‘triangle-sw-open-dot’, 12, ‘12’, ‘triangle-nw’, 112, ‘112’, ‘triangle-nw-open’, 212, ‘212’, ‘triangle-nw-dot’, 312, ‘312’, ‘triangle-nw-open-dot’, 13, ‘13’, ‘pentagon’, 113, ‘113’, ‘pentagon-open’, 213, ‘213’, ‘pentagon-dot’, 313, ‘313’, ‘pentagon-open-dot’, 14, ‘14’, ‘hexagon’, 114, ‘114’, ‘hexagon-open’, 214, ‘214’, ‘hexagon-dot’, 314, ‘314’, ‘hexagon-open-dot’, 15, ‘15’, ‘hexagon2’, 115, ‘115’, ‘hexagon2-open’, 215, ‘215’, ‘hexagon2-dot’, 315, ‘315’, ‘hexagon2-open-dot’, 16, ‘16’, ‘octagon’, 116, ‘116’, ‘octagon-open’, 216, ‘216’, ‘octagon-dot’, 316, ‘316’, ‘octagon-open-dot’, 17, ‘17’, ‘star’, 117, ‘117’, ‘star-open’, 217, ‘217’, ‘star-dot’, 317, ‘317’, ‘star-open-dot’, 18, ‘18’, ‘hexagram’, 118, ‘118’, ‘hexagram-open’, 218, ‘218’, ‘hexagram-dot’, 318, ‘318’, ‘hexagram-open-dot’, 19, ‘19’, ‘star-triangle-up’, 119, ‘119’, ‘star-triangle-up-open’, 219, ‘219’, ‘star-triangle-up-dot’, 319, ‘319’, ‘star-triangle-up-open-dot’, 20, ‘20’, ‘star-triangle-down’, 120, ‘120’, ‘star-triangle-down-open’, 220, ‘220’, ‘star-triangle-down-dot’, 320, ‘320’, ‘star-triangle-down-open-dot’, 21, ‘21’, ‘star-square’, 121, ‘121’, ‘star-square-open’, 221, ‘221’, ‘star-square-dot’, 321, ‘321’, ‘star-square-open-dot’, 22, ‘22’, ‘star-diamond’, 122, ‘122’, ‘star-diamond-open’, 222, ‘222’, ‘star-diamond-dot’, 322, ‘322’, ‘star-diamond-open-dot’, 23, ‘23’, ‘diamond-tall’, 123, ‘123’, ‘diamond-tall-open’, 223, ‘223’, ‘diamond-tall-dot’, 323, ‘323’, ‘diamond-tall-open-dot’, 24, ‘24’, ‘diamond-wide’, 124, ‘124’, ‘diamond-wide-open’, 224, ‘224’, ‘diamond-wide-dot’, 324, ‘324’, ‘diamond-wide-open-dot’, 25, ‘25’, ‘hourglass’, 125, ‘125’, ‘hourglass-open’, 26, ‘26’, ‘bowtie’, 126, ‘126’, ‘bowtie-open’, 27, ‘27’, ‘circle-cross’, 127, ‘127’, ‘circle-cross-open’, 28, ‘28’, ‘circle-x’, 128, ‘128’, ‘circle-x-open’, 29, ‘29’, ‘square-cross’, 129, ‘129’, ‘square-cross-open’, 30, ‘30’, ‘square-x’, 130, ‘130’, ‘square-x-open’, 31, ‘31’, ‘diamond-cross’, 131, ‘131’, ‘diamond-cross-open’, 32, ‘32’, ‘diamond-x’, 132, ‘132’, ‘diamond-x-open’, 33, ‘33’, ‘cross-thin’, 133, ‘133’, ‘cross-thin-open’, 34, ‘34’, ‘x-thin’, 134, ‘134’, ‘x-thin-open’, 35, ‘35’, ‘asterisk’, 135, ‘135’, ‘asterisk-open’, 36, ‘36’, ‘hash’, 136, ‘136’, ‘hash-open’, 236, ‘236’, ‘hash-dot’, 336, ‘336’, ‘hash-open-dot’, 37, ‘37’, ‘y-up’, 137, ‘137’, ‘y-up-open’, 38, ‘38’, ‘y-down’, 138, ‘138’, ‘y-down-open’, 39, ‘39’, ‘y-left’, 139, ‘139’, ‘y-left-open’, 40, ‘40’, ‘y-right’, 140, ‘140’, ‘y-right-open’, 41, ‘41’, ‘line-ew’, 141, ‘141’, ‘line-ew-open’, 42, ‘42’, ‘line-ns’, 142, ‘142’, ‘line-ns-open’, 43, ‘43’, ‘line-ne’, 143, ‘143’, ‘line-ne-open’, 44, ‘44’, ‘line-nw’, 144, ‘144’, ‘line-nw-open’, 45, ‘45’, ‘arrow-up’, 145, ‘145’, ‘arrow-up-open’, 46, ‘46’, ‘arrow-down’, 146, ‘146’, ‘arrow-down-open’, 47, ‘47’, ‘arrow-left’, 147, ‘147’, ‘arrow-left-open’, 48, ‘48’, ‘arrow-right’, 148, ‘148’, ‘arrow-right-open’, 49, ‘49’, ‘arrow-bar-up’, 149, ‘149’, ‘arrow-bar-up-open’, 50, ‘50’, ‘arrow-bar-down’, 150, ‘150’, ‘arrow-bar-down-open’, 51, ‘51’, ‘arrow-bar-left’, 151, ‘151’, ‘arrow-bar-left-open’, 52, ‘52’, ‘arrow-bar-right’, 152, ‘152’, ‘arrow-bar-right-open’, 53, ‘53’, ‘arrow’, 153, ‘153’, ‘arrow-open’, 54, ‘54’, ‘arrow-wide’, 154, ‘154’, ‘arrow-wide-open’]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

Any|numpy.ndarray

property symbolsrc¶

Sets the source reference on Chart Studio Cloud for symbol.

The ‘symbolsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

class plotly.graph_objects.scatter.Selected(arg=None, marker=None, textfont=None, **kwargs)¶
property marker¶

The ‘marker’ property is an instance of Marker that may be specified as:

Returns

Return type

plotly.graph_objects.scatter.selected.Marker

property textfont¶

The ‘textfont’ property is an instance of Textfont that may be specified as:

Returns

Return type

plotly.graph_objects.scatter.selected.Textfont

class plotly.graph_objects.scatter.Stream(arg=None, maxpoints=None, token=None, **kwargs)¶
property maxpoints¶

Sets the maximum number of points to keep on the plots from an incoming stream. If maxpoints is set to 50, only the newest 50 points will be displayed on the plot.

The ‘maxpoints’ property is a number and may be specified as:

  • An int or float in the interval [0, 10000]

Returns

Return type

int|float

property token¶

The stream id number links a data trace on a plot with a stream. See https://chart-studio.plotly.com/settings for more details.

The ‘token’ property is a string and must be specified as:

  • A non-empty string

Returns

Return type

str

class plotly.graph_objects.scatter.Textfont(arg=None, color=None, colorsrc=None, family=None, familysrc=None, lineposition=None, linepositionsrc=None, shadow=None, shadowsrc=None, size=None, sizesrc=None, style=None, stylesrc=None, textcase=None, textcasesrc=None, variant=None, variantsrc=None, weight=None, weightsrc=None, **kwargs)¶
property color¶
The ‘color’ property is a color and may be specified as:

  • A hex string (e.g. ‘#ff0000’)

  • An rgb/rgba string (e.g. ‘rgb(255,0,0)’)

  • An hsl/hsla string (e.g. ‘hsl(0,100%,50%)’)

  • An hsv/hsva string (e.g. ‘hsv(0,100%,100%)’)

  • A named CSS color: see https://plotly.com/python/css-colors/ for a list

  • A list or array of any of the above

Returns

Return type

str|numpy.ndarray

property colorsrc¶

Sets the source reference on Chart Studio Cloud for color.

The ‘colorsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property family¶

HTML font family - the typeface that will be applied by the web browser. The web browser can only apply a font if it is available on the system where it runs. Provide multiple font families, separated by commas, to indicate the order in which to apply fonts if they aren’t available.

The ‘family’ property is a string and must be specified as:

  • A non-empty string

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

str|numpy.ndarray

property familysrc¶

Sets the source reference on Chart Studio Cloud for family.

The ‘familysrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property lineposition¶

Sets the kind of decoration line(s) with text, such as an “under”, “over” or “through” as well as combinations e.g. “under+over”, etc.

The ‘lineposition’ property is a flaglist and may be specified as a string containing:

  • Any combination of [‘under’, ‘over’, ‘through’] joined with ‘+’ characters (e.g. ‘under+over’) OR exactly one of [‘none’] (e.g. ‘none’)

  • A list or array of the above

Returns

Return type

Any|numpy.ndarray

property linepositionsrc¶

Sets the source reference on Chart Studio Cloud for lineposition.

The ‘linepositionsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property shadow¶

Sets the shape and color of the shadow behind text. “auto” places minimal shadow and applies contrast text font color. See https://developer.mozilla.org/en-US/docs/Web/CSS/text-shadow for additional options.

The ‘shadow’ property is a string and must be specified as:

  • A string

  • A number that will be converted to a string

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

str|numpy.ndarray

property shadowsrc¶

Sets the source reference on Chart Studio Cloud for shadow.

The ‘shadowsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property size¶
The ‘size’ property is a number and may be specified as:

  • An int or float in the interval [1, inf]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

int|float|numpy.ndarray

property sizesrc¶

Sets the source reference on Chart Studio Cloud for size.

The ‘sizesrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property style¶

Sets whether a font should be styled with a normal or italic face from its family.

The ‘style’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [‘normal’, ‘italic’]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

Any|numpy.ndarray

property stylesrc¶

Sets the source reference on Chart Studio Cloud for style.

The ‘stylesrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property textcase¶

Sets capitalization of text. It can be used to make text appear in all-uppercase or all-lowercase, or with each word capitalized.

The ‘textcase’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [‘normal’, ‘word caps’, ‘upper’, ‘lower’]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

Any|numpy.ndarray

property textcasesrc¶

Sets the source reference on Chart Studio Cloud for textcase.

The ‘textcasesrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property variant¶

Sets the variant of the font.

The ‘variant’ property is an enumeration that may be specified as:
  • One of the following enumeration values:

    [‘normal’, ‘small-caps’, ‘all-small-caps’, ‘all-petite-caps’, ‘petite-caps’, ‘unicase’]

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

Any|numpy.ndarray

property variantsrc¶

Sets the source reference on Chart Studio Cloud for variant.

The ‘variantsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

property weight¶

Sets the weight (or boldness) of the font.

The ‘weight’ property is a integer and may be specified as:

  • An int (or float that will be cast to an int) in the interval [1, 1000] OR exactly one of [‘normal’, ‘bold’] (e.g. ‘bold’)

  • A tuple, list, or one-dimensional numpy array of the above

Returns

Return type

int|numpy.ndarray

property weightsrc¶

Sets the source reference on Chart Studio Cloud for weight.

The ‘weightsrc’ property must be specified as a string or as a plotly.grid_objs.Column object

Returns

Return type

str

class plotly.graph_objects.scatter.Unselected(arg=None, marker=None, textfont=None, **kwargs)¶
property marker¶

The ‘marker’ property is an instance of Marker that may be specified as:

Returns

Return type

plotly.graph_objects.scatter.unselected.Marker

property textfont¶

The ‘textfont’ property is an instance of Textfont that may be specified as:

Returns

Return type

plotly.graph_objects.scatter.unselected.Textfont