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Plotly

Wolfram Kernel
Execution environment
Notebook`Kernel`PlotlyExtension`
Context
Plotly[f, {x, xmin, xmax}]

mimics the behavior of a native Plot using a well-known PlotlyJS library. It is quite limited and does not support options.

Plotly[data_Association, layout_Association:Null] _PlotlyInstance

creates Plotly instance object, which gives a direct API access to a native Plotly Javascript engine ✨ and returns PlotlyInstance

data expression contains the parameters of a default Plotly Javascript constructor

tip

This is 1:1 correspondence to a normal Plotly API. Please see Reference

info

RGBColor will also work normally as well as ColorData for coloring the plots. There is no need in JS/CSS-like color specifications

Constructor

Once called it returns PlotlyInstance

Dynamics

It fully supports dynamics, but in a different way compared to other functions. Please see for that PlotlyAddTraces, PlotlyAnimate and etc.

Examples

Scatter plot

Adapted from Ref.

trace1 = <|
"x" -> {1, 2, 3, 4},
"y" -> {10, 15, 13, 17},
"mode" -> "markers",
"type" -> "scatter"
|>;

Plotly[trace1]

or with colors

trace1 = <| 
"y" -> Table[5, {i, 1, 40}],
"mode" -> "markers",
"marker" -> <|
"size" -> 40,
"color" -> Range[40]
|>
|>;

Plotly[trace1]

Line charts

Adapted from Ref

trace1 = <|
"x" -> {1, 2, 3, 4},
"y" -> {10, 15, 13, 17},
"type" -> "line"
|>;

Plotly[trace1]

or an array of traces

trace := <|
"y" -> RandomReal[{-1,1}, 10],
"type" -> "line"
|>;

Plotly[{trace, trace, trace}]

Bar plot

Adapted from PlotlyJS

trace = <| 
"x" -> {"giraffes", "orangutans", "monkeys"},
"y" -> {20, 14, 23}, "type" -> "bar"
|>;

Plotly[trace]

Pie chart

Adapted from PlotlyJS

trace = <| 
"values" -> {19, 26, 55},
"labels" -> {"Residential", "Non-Residential", "Utility"},
"type" -> "pie"
|>;

Plotly[trace]

Bubble chart

Adapted from PlotlyJS

data = <|
"x" -> {1, 2, 3, 4},
"y" -> {10, 11, 12, 13},
"mode" -> "markers",
"marker" -> <| "size" -> {40, 60, 80, 100} |>
|>;

Plotly[data]

Heatmaps

Adapted from PlotlyJS

data = <|
"z" -> Table[x y, {x,-10,10}, {y,-10,10}],
"type" -> "heatmap"
|>;

Plotly[data]

Contour Plots

Adapted from PlotlyJS

data = Flatten[Table[{x,y,x y}, {x,-10,10}, {y,-10,10}],1] // Transpose;

data = <|
"x" -> data[[1]],
"y" -> data[[2]],
"z" -> data[[3]],
"type" -> "contour"
|>;

Plotly[data]

Surface plot

Adapted from PlotlyJS

data = <|
"z" -> Table[x y, {x,-10,10}, {y,-10,10}],
"type" -> "surface"
|>;

Plotly[data]

WebGL Scatter

A GPU accelerated scatter plot used for displaying many points

data = RandomReal[{-1,1}, {2,100000}];

Plotly[<|
"y" -> data[[2]],
"x" -> data[[1]],
"mode"-> "markers",
"type"-> "scattergl"
|>]

50x zoom

Many more!

Please visit PlotlyJS website

TODO

Developers notes

  • Integrate events system with click events and others...

Supported output forms