`plotly.graph_objects`.Parcoords¶

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

__init__(arg=None, 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, **kwargs)¶

Construct a new Parcoords object

Parallel coordinates for multidimensional exploratory data analysis. The samples are specified in dimensions. The colors are set in line.color.

Parameters

arg – dict of properties compatible with this constructor or an instance of plotly.graph_objects.Parcoords
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 – 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 – 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 – 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 – 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).

Returns

Return type

Parcoords

`plotly.graph_objects`.parcoords¶

plotly.graph_objects.parcoords

class plotly.graph_objects.parcoords.Dimension(arg=None, constraintrange=None, label=None, multiselect=None, name=None, range=None, templateitemname=None, tickformat=None, ticktext=None, ticktextsrc=None, tickvals=None, tickvalssrc=None, values=None, valuessrc=None, visible=None, **kwargs)¶

property constraintrange¶

The domain range to which the filter on the dimension is

constrained. Must be an array of [fromValue, toValue] with fromValue <= toValue, or if multiselect is not disabled, you may give an array of arrays, where each inner array is [fromValue, toValue].

The ‘constraintrange’ property is an info array that may be specified as:

a list or tuple of 2 elements where:

The ‘constraintrange[0]’ property accepts values of any type
The ‘constraintrange[1]’ property accepts values of any type
- a 2D list where:

The ‘constraintrange[i][0]’ property accepts values of any type
The ‘constraintrange[i][1]’ property accepts values of any type

list

property label¶

The shown name of the dimension.

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

A string
A number that will be converted to a string

Returns
Return type: str

property multiselect¶

Do we allow multiple selection ranges or just a single range?

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

Returns
Return type: bool

property 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.

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

A string
A number that will be converted to a string

Returns
Return type: str

property range¶

The domain range that represents the full, shown axis extent.

Defaults to the values extent. Must be an array of [fromValue, toValue] with finite numbers as elements.

The ‘range’ property is an info array that may be specified as:

a list or tuple of 2 elements where:

The ‘range[0]’ property is a number and may be specified as:
- An int or float
The ‘range[1]’ property is a number and may be specified as:
- An int or float
list

property 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.

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

A string
A number that will be converted to a string

Returns
Return type: str

property tickformat¶

Sets the tick label 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. 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”

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

A string
A number that will be converted to a string

Returns
Return type: str

property ticktext¶

Sets the text displayed at the ticks position via tickvals.

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

Returns
Return type: numpy.ndarray

property ticktextsrc¶

Sets the source reference on Chart Studio Cloud for ticktext.

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

Returns
Return type: str

property tickvals¶

Sets the values at which ticks on this axis appear.

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

Returns
Return type: numpy.ndarray

property tickvalssrc¶

Sets the source reference on Chart Studio Cloud for tickvals.

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

Returns
Return type: str

property values¶

Dimension values. values[n] represents the value of the n`th point in the dataset, therefore the `values vector for all dimensions must be the same (longer vectors will be truncated). Each value must be a finite number.

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

Returns
Return type: numpy.ndarray

property valuessrc¶

Sets the source reference on Chart Studio Cloud for values.

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

Returns
Return type: str

property visible¶

Shows the dimension when set to true (the default). Hides the dimension for false.

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

Returns
Return type: bool

class plotly.graph_objects.parcoords.Domain(arg=None, column=None, row=None, x=None, y=None, **kwargs)¶

property column¶

If there is a layout grid, use the domain for this column in the grid for this parcoords trace .

The ‘column’ 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 row¶

If there is a layout grid, use the domain for this row in the grid for this parcoords trace .

The ‘row’ 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 x¶

Sets the horizontal domain of this parcoords trace (in plot

fraction).

The ‘x’ property is an info array that may be specified as:

a list or tuple of 2 elements where:

The ‘x[0]’ property is a number and may be specified as:
- An int or float in the interval [0, 1]
The ‘x[1]’ property is a number and may be specified as:
- An int or float in the interval [0, 1]
list

property y¶

Sets the vertical domain of this parcoords trace (in plot

fraction).

The ‘y’ property is an info array that may be specified as:

a list or tuple of 2 elements where:

The ‘y[0]’ property is a number and may be specified as:
- An int or float in the interval [0, 1]
The ‘y[1]’ property is a number and may be specified as:
- An int or float in the interval [0, 1]
list

class plotly.graph_objects.parcoords.Labelfont(arg=None, color=None, family=None, lineposition=None, shadow=None, size=None, style=None, textcase=None, variant=None, weight=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:
aliceblue, antiquewhite, aqua, aquamarine, azure, beige, bisque, black, blanchedalmond, blue, blueviolet, brown, burlywood, cadetblue, chartreuse, chocolate, coral, cornflowerblue, cornsilk, crimson, cyan, darkblue, darkcyan, darkgoldenrod, darkgray, darkgrey, darkgreen, darkkhaki, darkmagenta, darkolivegreen, darkorange, darkorchid, darkred, darksalmon, darkseagreen, darkslateblue, darkslategray, darkslategrey, darkturquoise, darkviolet, deeppink, deepskyblue, dimgray, dimgrey, dodgerblue, firebrick, floralwhite, forestgreen, fuchsia, gainsboro, ghostwhite, gold, goldenrod, gray, grey, green, greenyellow, honeydew, hotpink, indianred, indigo, ivory, khaki, lavender, lavenderblush, lawngreen, lemonchiffon, lightblue, lightcoral, lightcyan, lightgoldenrodyellow, lightgray, lightgrey, lightgreen, lightpink, lightsalmon, lightseagreen, lightskyblue, lightslategray, lightslategrey, lightsteelblue, lightyellow, lime, limegreen, linen, magenta, maroon, mediumaquamarine, mediumblue, mediumorchid, mediumpurple, mediumseagreen, mediumslateblue, mediumspringgreen, mediumturquoise, mediumvioletred, midnightblue, mintcream, mistyrose, moccasin, navajowhite, navy, oldlace, olive, olivedrab, orange, orangered, orchid, palegoldenrod, palegreen, paleturquoise, palevioletred, papayawhip, peachpuff, peru, pink, plum, powderblue, purple, red, rosybrown, royalblue, rebeccapurple, saddlebrown, salmon, sandybrown, seagreen, seashell, sienna, silver, skyblue, slateblue, slategray, slategrey, snow, springgreen, steelblue, tan, teal, thistle, tomato, turquoise, violet, wheat, white, whitesmoke, yellow, yellowgreen

Returns
Return type: str

property family¶

HTML font family - the typeface that will be applied by the web browser. The web browser will only be able to apply a font if it is available on the system which it operates. Provide multiple font families, separated by commas, to indicate the preference in which to apply fonts if they aren’t available on the system. The Chart Studio Cloud (at https://chart- studio.plotly.com or on-premise) generates images on a server, where only a select number of fonts are installed and supported. These include “Arial”, “Balto”, “Courier New”, “Droid Sans”, “Droid Serif”, “Droid Sans Mono”, “Gravitas One”, “Old Standard TT”, “Open Sans”, “Overpass”, “PT Sans Narrow”, “Raleway”, “Times New Roman”.

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

A non-empty string

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’)

Returns
Return type: Any

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

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]

Returns
Return type: int|float

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’]

Returns
Return type: Any

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’]

Returns
Return type: Any

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’]

Returns
Return type: Any

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’)

Returns
Return type: int

class plotly.graph_objects.parcoords.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:

An instance of plotly.graph_objects.parcoords.legendgrouptitle.Font

A dict of string/value properties that will be passed to the Font constructor

Supported dict properties:

color

family
HTML font family - the typeface that will be applied by the web browser. The web browser will only be able to apply a font if it is available on the system which it operates. Provide multiple font families, separated by commas, to indicate the preference in which to apply fonts if they aren’t available on the system. The Chart Studio Cloud (at https://chart-studio.plotly.com or on-premise) generates images on a server, where only a select number of fonts are installed and supported. These include “Arial”, “Balto”, “Courier New”, “Droid Sans”, “Droid Serif”, “Droid Sans Mono”, “Gravitas One”, “Old Standard TT”, “Open Sans”, “Overpass”, “PT Sans Narrow”, “Raleway”, “Times New Roman”.

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.

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.

size

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

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

variant
Sets the variant of the font.

weight
Sets the weight (or boldness) of the font.

Returns
Return type: plotly.graph_objects.parcoords.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.parcoords.Line(arg=None, autocolorscale=None, cauto=None, cmax=None, cmid=None, cmin=None, color=None, coloraxis=None, colorbar=None, colorscale=None, colorsrc=None, reversescale=None, showscale=None, **kwargs)¶

property autocolorscale¶

Determines whether the colorscale is a default palette (autocolorscale: true) or the palette determined by line.colorscale. Has an effect only if in line.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 line.color) or the bounds set in line.cmin and line.cmax Has an effect only if in line.color is set to a numerical array. Defaults to false when line.cmin and line.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 line.color is set to a numerical array. Value should have the same units as in line.color and if set, line.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 line.cmin and/or line.cmax to be equidistant to this point. Has an effect only if in line.color is set to a numerical array. Value should have the same units as in line.color. Has no effect when line.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 line.color is set to a numerical array. Value should have the same units as in line.color and if set, line.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 line 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 line.cmin and line.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:
aliceblue, antiquewhite, aqua, aquamarine, azure, beige, bisque, black, blanchedalmond, blue, blueviolet, brown, burlywood, cadetblue, chartreuse, chocolate, coral, cornflowerblue, cornsilk, crimson, cyan, darkblue, darkcyan, darkgoldenrod, darkgray, darkgrey, darkgreen, darkkhaki, darkmagenta, darkolivegreen, darkorange, darkorchid, darkred, darksalmon, darkseagreen, darkslateblue, darkslategray, darkslategrey, darkturquoise, darkviolet, deeppink, deepskyblue, dimgray, dimgrey, dodgerblue, firebrick, floralwhite, forestgreen, fuchsia, gainsboro, ghostwhite, gold, goldenrod, gray, grey, green, greenyellow, honeydew, hotpink, indianred, indigo, ivory, khaki, lavender, lavenderblush, lawngreen, lemonchiffon, lightblue, lightcoral, lightcyan, lightgoldenrodyellow, lightgray, lightgrey, lightgreen, lightpink, lightsalmon, lightseagreen, lightskyblue, lightslategray, lightslategrey, lightsteelblue, lightyellow, lime, limegreen, linen, magenta, maroon, mediumaquamarine, mediumblue, mediumorchid, mediumpurple, mediumseagreen, mediumslateblue, mediumspringgreen, mediumturquoise, mediumvioletred, midnightblue, mintcream, mistyrose, moccasin, navajowhite, navy, oldlace, olive, olivedrab, orange, orangered, orchid, palegoldenrod, palegreen, paleturquoise, palevioletred, papayawhip, peachpuff, peru, pink, plum, powderblue, purple, red, rosybrown, royalblue, rebeccapurple, saddlebrown, salmon, sandybrown, seagreen, seashell, sienna, silver, skyblue, slateblue, slategray, slategrey, snow, springgreen, steelblue, tan, teal, thistle, tomato, turquoise, violet, wheat, white, whitesmoke, yellow, yellowgreen
A number that will be interpreted as a color according to parcoords.line.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:

An instance of plotly.graph_objects.parcoords.line.ColorBar

A dict of string/value properties that will be passed to the ColorBar constructor

Supported dict properties:

bgcolor
Sets the color of padded area.

bordercolor
Sets the axis line color.

borderwidth
Sets the width (in px) or the border enclosing this color bar.

dtick
Sets the step in-between ticks on this axis. Use with tick0. Must be a positive number, or special strings available to “log” and “date” axes. If the axis type is “log”, then ticks are set every 10^(n*dtick) where n is the tick number. For example, to set a tick mark at 1, 10, 100, 1000, … set dtick to 1. To set tick marks at 1, 100, 10000, … set dtick to 2. To set tick marks at 1, 5, 25, 125, 625, 3125, … set dtick to log_10(5), or 0.69897000433. “log” has several special values; “L<f>”, where f is a positive number, gives ticks linearly spaced in value (but not position). For example tick0 = 0.1, dtick = “L0.5” will put ticks at 0.1, 0.6, 1.1, 1.6 etc. To show powers of 10 plus small digits between, use “D1” (all digits) or “D2” (only 2 and 5). tick0 is ignored for “D1” and “D2”. If the axis type is “date”, then you must convert the time to milliseconds. For example, to set the interval between ticks to one day, set dtick to 86400000.0. “date” also has special values “M<n>” gives ticks spaced by a number of months. n must be a positive integer. To set ticks on the 15th of every third month, set tick0 to “2000-01-15” and dtick to “M3”. To set ticks every 4 years, set dtick to “M48”

exponentformat
Determines a formatting rule for the tick exponents. For example, consider the number 1,000,000,000. If “none”, it appears as 1,000,000,000. If “e”, 1e+9. If “E”, 1E+9. If “power”, 1x10^9 (with 9 in a super script). If “SI”, 1G. If “B”, 1B.

labelalias
Replacement text for specific tick or hover labels. For example using {US: ‘USA’, CA: ‘Canada’} changes US to USA and CA to Canada. The labels we would have shown must match the keys exactly, after adding any tickprefix or ticksuffix. For negative numbers the minus sign symbol used (U+2212) is wider than the regular ascii dash. That means you need to use −1 instead of -1. labelalias can be used with any axis type, and both keys (if needed) and values (if desired) can include html-like tags or MathJax.

len
Sets the length of the color bar This measure excludes the padding of both ends. That is, the color bar length is this length minus the padding on both ends.

lenmode
Determines whether this color bar’s length (i.e. the measure in the color variation direction) is set in units of plot “fraction” or in *pixels. Use len to set the value.

minexponent
Hide SI prefix for 10^n if |n| is below this number. This only has an effect when tickformat is “SI” or “B”.

nticks
Specifies the maximum number of ticks for the particular axis. The actual number of ticks will be chosen automatically to be less than or equal to nticks. Has an effect only if tickmode is set to “auto”.

orientation
Sets the orientation of the colorbar.

outlinecolor
Sets the axis line color.

outlinewidth
Sets the width (in px) of the axis line.

separatethousands
If “true”, even 4-digit integers are separated

showexponent
If “all”, all exponents are shown besides their significands. If “first”, only the exponent of the first tick is shown. If “last”, only the exponent of the last tick is shown. If “none”, no exponents appear.

showticklabels
Determines whether or not the tick labels are drawn.

showtickprefix
If “all”, all tick labels are displayed with a prefix. If “first”, only the first tick is displayed with a prefix. If “last”, only the last tick is displayed with a suffix. If “none”, tick prefixes are hidden.

showticksuffix
Same as showtickprefix but for tick suffixes.

thickness
Sets the thickness of the color bar This measure excludes the size of the padding, ticks and labels.

thicknessmode
Determines whether this color bar’s thickness (i.e. the measure in the constant color direction) is set in units of plot “fraction” or in “pixels”. Use thickness to set the value.

tick0
Sets the placement of the first tick on this axis. Use with dtick. If the axis type is “log”, then you must take the log of your starting tick (e.g. to set the starting tick to 100, set the tick0 to 2) except when dtick`=*L<f>* (see `dtick for more info). If the axis type is “date”, it should be a date string, like date data. If the axis type is “category”, it should be a number, using the scale where each category is assigned a serial number from zero in the order it appears.

tickangle
Sets the angle of the tick labels with respect to the horizontal. For example, a tickangle of -90 draws the tick labels vertically.

tickcolor
Sets the tick color.

tickfont
Sets the color bar’s tick label font

tickformat
Sets the tick label formatting rule using d3 formatting mini-languages which are very similar to those in Python. For numbers, see: h ttps://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”

tickformatstops
A tuple of plotly.graph_objects.parcoor ds.line.colorbar.Tickformatstop instances or dicts with compatible properties

tickformatstopdefaults
When used in a template (as layout.template.dat a.parcoords.line.colorbar.tickformatstopdefault s), sets the default property values to use for elements of parcoords.line.colorbar.tickformatstops

ticklabeloverflow
Determines how we handle tick labels that would overflow either the graph div or the domain of the axis. The default value for inside tick labels is hide past domain. In other cases the default is hide past div.

ticklabelposition
Determines where tick labels are drawn relative to the ticks. Left and right options are used when orientation is “h”, top and bottom when orientation is “v”.

ticklabelstep
Sets the spacing between tick labels as compared to the spacing between ticks. A value of 1 (default) means each tick gets a label. A value of 2 means shows every 2nd label. A larger value n means only every nth tick is labeled. tick0 determines which labels are shown. Not implemented for axes with type “log” or “multicategory”, or when tickmode is “array”.

ticklen
Sets the tick length (in px).

tickmode
Sets the tick mode for this axis. If “auto”, the number of ticks is set via nticks. If “linear”, the placement of the ticks is determined by a starting position tick0 and a tick step dtick (“linear” is the default value if tick0 and dtick are provided). If “array”, the placement of the ticks is set via tickvals and the tick text is ticktext. (“array” is the default value if tickvals is provided).

tickprefix
Sets a tick label prefix.

ticks
Determines whether ticks are drawn or not. If “”, this axis’ ticks are not drawn. If “outside” (“inside”), this axis’ are drawn outside (inside) the axis lines.

ticksuffix
Sets a tick label suffix.

ticktext
Sets the text displayed at the ticks position via tickvals. Only has an effect if tickmode is set to “array”. Used with tickvals.

ticktextsrc
Sets the source reference on Chart Studio Cloud for ticktext.

tickvals
Sets the values at which ticks on this axis appear. Only has an effect if tickmode is set to “array”. Used with ticktext.

tickvalssrc
Sets the source reference on Chart Studio Cloud for tickvals.

tickwidth
Sets the tick width (in px).

title
plotly.graph_objects.parcoords.line.col orbar.Title instance or dict with compatible properties

titlefont
Deprecated: Please use parcoords.line.colorbar.title.font instead. Sets this color bar’s title font. Note that the title’s font used to be set by the now deprecated titlefont attribute.

titleside
Deprecated: Please use parcoords.line.colorbar.title.side instead. Determines the location of color bar’s title with respect to the color bar. Defaults to “top” when orientation if “v” and defaults to “right” when orientation if “h”. Note that the title’s location used to be set by the now deprecated titleside attribute.

x
Sets the x position with respect to xref of the color bar (in plot fraction). When xref is “paper”, defaults to 1.02 when orientation is “v” and 0.5 when orientation is “h”. When xref is “container”, defaults to 1 when orientation is “v” and 0.5 when orientation is “h”. Must be between 0 and 1 if xref is “container” and between “-2” and 3 if xref is “paper”.

xanchor
Sets this color bar’s horizontal position anchor. This anchor binds the x position to the “left”, “center” or “right” of the color bar. Defaults to “left” when orientation is “v” and “center” when orientation is “h”.

xpad
Sets the amount of padding (in px) along the x direction.

xref
Sets the container x refers to. “container” spans the entire width of the plot. “paper” refers to the width of the plotting area only.

y
Sets the y position with respect to yref of the color bar (in plot fraction). When yref is “paper”, defaults to 0.5 when orientation is “v” and 1.02 when orientation is “h”. When yref is “container”, defaults to 0.5 when orientation is “v” and 1 when orientation is “h”. Must be between 0 and 1 if yref is “container” and between “-2” and 3 if yref is “paper”.

yanchor
Sets this color bar’s vertical position anchor This anchor binds the y position to the “top”, “middle” or “bottom” of the color bar. Defaults to “middle” when orientation is “v” and “bottom” when orientation is “h”.

ypad
Sets the amount of padding (in px) along the y direction.

yref
Sets the container y refers to. “container” spans the entire height of the plot. “paper” refers to the height of the plotting area only.

Returns
Return type: plotly.graph_objects.parcoords.line.ColorBar

property colorscale¶

Sets the colorscale. Has an effect only if in line.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 line.cmin and line.cmax. Alternatively, colorscale may be a palette name string of the following list: Blackbody,Bluered, Blues,Cividis,Earth,Electric,Greens,Greys,Hot,Jet,Picnic,Portla nd,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 reversescale¶

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

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

Returns
Return type: bool

class plotly.graph_objects.parcoords.Rangefont(arg=None, color=None, family=None, lineposition=None, shadow=None, size=None, style=None, textcase=None, variant=None, weight=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:
aliceblue, antiquewhite, aqua, aquamarine, azure, beige, bisque, black, blanchedalmond, blue, blueviolet, brown, burlywood, cadetblue, chartreuse, chocolate, coral, cornflowerblue, cornsilk, crimson, cyan, darkblue, darkcyan, darkgoldenrod, darkgray, darkgrey, darkgreen, darkkhaki, darkmagenta, darkolivegreen, darkorange, darkorchid, darkred, darksalmon, darkseagreen, darkslateblue, darkslategray, darkslategrey, darkturquoise, darkviolet, deeppink, deepskyblue, dimgray, dimgrey, dodgerblue, firebrick, floralwhite, forestgreen, fuchsia, gainsboro, ghostwhite, gold, goldenrod, gray, grey, green, greenyellow, honeydew, hotpink, indianred, indigo, ivory, khaki, lavender, lavenderblush, lawngreen, lemonchiffon, lightblue, lightcoral, lightcyan, lightgoldenrodyellow, lightgray, lightgrey, lightgreen, lightpink, lightsalmon, lightseagreen, lightskyblue, lightslategray, lightslategrey, lightsteelblue, lightyellow, lime, limegreen, linen, magenta, maroon, mediumaquamarine, mediumblue, mediumorchid, mediumpurple, mediumseagreen, mediumslateblue, mediumspringgreen, mediumturquoise, mediumvioletred, midnightblue, mintcream, mistyrose, moccasin, navajowhite, navy, oldlace, olive, olivedrab, orange, orangered, orchid, palegoldenrod, palegreen, paleturquoise, palevioletred, papayawhip, peachpuff, peru, pink, plum, powderblue, purple, red, rosybrown, royalblue, rebeccapurple, saddlebrown, salmon, sandybrown, seagreen, seashell, sienna, silver, skyblue, slateblue, slategray, slategrey, snow, springgreen, steelblue, tan, teal, thistle, tomato, turquoise, violet, wheat, white, whitesmoke, yellow, yellowgreen

Returns
Return type: str

property family¶

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

A non-empty string

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’)

Returns
Return type: Any

property shadow¶

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

A string
A number that will be converted to a string

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]

Returns
Return type: int|float

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’]

Returns
Return type: Any

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’]

Returns
Return type: Any

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’]

Returns
Return type: Any

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’)

Returns
Return type: int

class plotly.graph_objects.parcoords.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.parcoords.Tickfont(arg=None, color=None, family=None, lineposition=None, shadow=None, size=None, style=None, textcase=None, variant=None, weight=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:
aliceblue, antiquewhite, aqua, aquamarine, azure, beige, bisque, black, blanchedalmond, blue, blueviolet, brown, burlywood, cadetblue, chartreuse, chocolate, coral, cornflowerblue, cornsilk, crimson, cyan, darkblue, darkcyan, darkgoldenrod, darkgray, darkgrey, darkgreen, darkkhaki, darkmagenta, darkolivegreen, darkorange, darkorchid, darkred, darksalmon, darkseagreen, darkslateblue, darkslategray, darkslategrey, darkturquoise, darkviolet, deeppink, deepskyblue, dimgray, dimgrey, dodgerblue, firebrick, floralwhite, forestgreen, fuchsia, gainsboro, ghostwhite, gold, goldenrod, gray, grey, green, greenyellow, honeydew, hotpink, indianred, indigo, ivory, khaki, lavender, lavenderblush, lawngreen, lemonchiffon, lightblue, lightcoral, lightcyan, lightgoldenrodyellow, lightgray, lightgrey, lightgreen, lightpink, lightsalmon, lightseagreen, lightskyblue, lightslategray, lightslategrey, lightsteelblue, lightyellow, lime, limegreen, linen, magenta, maroon, mediumaquamarine, mediumblue, mediumorchid, mediumpurple, mediumseagreen, mediumslateblue, mediumspringgreen, mediumturquoise, mediumvioletred, midnightblue, mintcream, mistyrose, moccasin, navajowhite, navy, oldlace, olive, olivedrab, orange, orangered, orchid, palegoldenrod, palegreen, paleturquoise, palevioletred, papayawhip, peachpuff, peru, pink, plum, powderblue, purple, red, rosybrown, royalblue, rebeccapurple, saddlebrown, salmon, sandybrown, seagreen, seashell, sienna, silver, skyblue, slateblue, slategray, slategrey, snow, springgreen, steelblue, tan, teal, thistle, tomato, turquoise, violet, wheat, white, whitesmoke, yellow, yellowgreen

Returns
Return type: str

property family¶

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

A non-empty string

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’)

Returns
Return type: Any

property shadow¶

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

A string
A number that will be converted to a string

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]

Returns
Return type: int|float

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’]

Returns
Return type: Any

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’]

Returns
Return type: Any

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’]

Returns
Return type: Any

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’)

Returns
Return type: int

class plotly.graph_objects.parcoords.Unselected(arg=None, line=None, **kwargs)¶

property line¶

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

An instance of plotly.graph_objects.parcoords.unselected.Line

A dict of string/value properties that will be passed to the Line constructor

Supported dict properties:

color
Sets the base color of unselected lines. in connection with unselected.line.opacity.

opacity
Sets the opacity of unselected lines. The default “auto” decreases the opacity smoothly as the number of lines increases. Use 1 to achieve exact unselected.line.color.

Returns
Return type: plotly.graph_objects.parcoords.unselected.Line

plotly.graph_objects.Parcoords¶

plotly.graph_objects.parcoords¶

`plotly.graph_objects`.Parcoords¶

`plotly.graph_objects`.parcoords¶