Plotly Line and Scatter Plots

Basic Line Plot

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let trace1 =
    Scatter(
        x = [1; 2; 3; 4],
        y = [10; 15; 13; 17]
    )

let trace2 =
    Scatter(
        x = [2; 3; 4; 5],
        y = [16; 5; 11; 9]
    )

[trace1; trace2]
|> Chart.Plot
|> Chart.WithWidth 700
|> Chart.WithHeight 500

Line and Scatter Plot

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let lineTrace1 =
    Scatter(
        x = [1; 2; 3; 4],
        y = [10; 15; 13; 17],
        mode = "markers"
    )

let lineTrace2 =
    Scatter(
        x = [2; 3; 4; 5],
        y = [16; 5; 11; 9],
        mode = "lines"
    )

let lineTrace3 =
    Scatter(
        x = [1; 2; 3; 4],
        y = [12; 9; 15; 12],
        mode = "lines+markers"
    )

[lineTrace1; lineTrace2; lineTrace3]
|> Chart.Plot
|> Chart.WithWidth 700
|> Chart.WithHeight 500

Colored and Styled Scatter Plot

let styledTrace1 =
    Scatter(
        x = [52698; 43117],
        y = [53; 31],
        mode = "markers",
        name = "North America",
        text = ["United States"; "Canada"],
        marker =
            Marker(
                color = "rgb(164, 194, 244)",
                size = 12,
                line =
                    Line(
                        color = "white",
                        width = 0.5
                    )
            )
    )

let styledTrace2 =
    Scatter(
        x = [39317; 37236; 35650; 30066; 29570; 27159; 23557; 21046; 18007],
        y = [33; 20; 13; 19; 27; 19; 49; 44; 38],
        mode = "markers",
        name = "Europe",
        text =
            ["Germany"; "Britain"; "France"; "Spain"; "Italy"; "Czech Rep."; "Greece";
             "Poland"],
        marker =
            Marker(
                color = "rgb(255, 217, 102)",
                size = 12,
                line=
                    Line(
                        color = "white",
                        width = 0.5
                    )
            )
    )

let styledTrace3 = 
    Scatter(
        x = [42952; 37037; 33106; 17478; 9813; 5253; 4692; 3899],
        y = [23; 42; 54; 89; 14; 99; 93; 70],
        mode = "markers",
        name = "Asia/Pacific",
        text =
            ["Australia"; "Japan"; "South Korea"; "Malaysia"; "China"; "Indonesia";
             "Philippines"; "India"],
        marker =
            Marker(
                color = "rgb(234, 153, 153)",
                size = 12,
                line =
                    Line(
                        color = "white",
                        width = 0.5
                    )
            )
    )

let styledTrace4 =
    Scatter(
        x = [19097; 18601; 15595; 13546; 12026; 7434; 5419],
        y = [43; 47; 56; 80; 86; 93; 80],
        mode = "markers",
        name = "Latin America",
        text =
            ["Chile"; "Argentina"; "Mexico"; "Venezuela"; "Venezuela"; "El Salvador";
             "Bolivia"],
        marker = 
            Marker(
                color = "rgb(142, 124, 195)",
                size = 12,
                line =
                    Line(
                        color = "white",
                        width = 0.5
                    )
            )
    )

let styledLayout =
    Layout(
        title = "Quarter 1 Growth",
        xaxis =
            Xaxis(
                title = "GDP per Capita",
                showgrid = false,
                zeroline = false
            ),
        yaxis =
            Yaxis(
                title = "Percent",
                showline = false
            )
    )

[styledTrace1; styledTrace2; styledTrace3; styledTrace4]
|> Chart.Plot
|> Chart.WithLayout styledLayout
|> Chart.WithWidth 700
|> Chart.WithHeight 500

Line Shape Options for Interpolation

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let shapeTrace1 =
    Scatter(
        x = [1; 2; 3; 4; 5],
        y = [1; 3; 2; 3; 1],
        mode = "lines+markers",
        name = "'linear'",
        line = Line(shape = "linear")
    )

let shapeTrace2 =
    Scatter(
        x = [1; 2; 3; 4; 5],
        y = [6; 8; 7; 8; 6],
        mode = "lines+markers",
        name = "'spline'",
        text =
            ["tweak line smoothness<br>with 'smoothing' in line object";
             "tweak line smoothness<br>with 'smoothing' in line object";
             "tweak line smoothness<br>with 'smoothing' in line object";
             "tweak line smoothness<br>with 'smoothing' in line object";
             "tweak line smoothness<br>with 'smoothing' in line object";
             "tweak line smoothness<br>with 'smoothing' in line object"],
        line = Line(shape = "spline")
    )

let shapeTrace3 =
    Scatter(
        x = [1; 2; 3; 4; 5],
        y = [11; 13; 12; 13; 11],
        mode = "lines+markers",
        name = "'vhv'",
        line = Line(shape = "vhv")
    )

let shapeTrace4 =
    Scatter(
        x = [1; 2; 3; 4; 5],
        y = [16; 18; 17; 18; 16],
        mode = "lines+markers",
        name = "'hvh'",
        line = Line(shape = "hvh")
    )

let shapeTrace5 =
    Scatter(
        x = [1; 2; 3; 4; 5],
        y = [21; 23; 22; 23; 21],
        mode = "lines+markers",
        name = "'vh'",
        line = Line(shape = "vh")
    )

let shapeTrace6 =
    Scatter(
        x = [1; 2; 3; 4; 5],
        y = [26; 28; 27; 28; 26],
        mode = "lines+markers",
        name = "'hv'",
        line = Line(shape = "hv")
    )
        
let shapeLayout =
    Layout(
        legend =
            Legend(
                y = 0.5,
                traceorder = "reversed",
                font = Font(size = 16.),
                yref = "paper"
            )
    )

[shapeTrace1; shapeTrace2; shapeTrace3;
 shapeTrace4; shapeTrace5; shapeTrace6]
|> Chart.Plot
|> Chart.WithLayout shapeLayout
|> Chart.WithWidth 700
|> Chart.WithHeight 500

namespace XPlot

namespace XPlot.Plotly

val trace1 : Scatter

Multiple items
type Scatter =
  inherit Trace
  new : unit -> Scatter
  member ShouldSerializeconnectgaps : unit -> bool
  member ShouldSerializedx : unit -> bool
  member ShouldSerializedy : unit -> bool
  member ShouldSerializeerror_x : unit -> bool
  member ShouldSerializeerror_y : unit -> bool
  member ShouldSerializefill : unit -> bool
  member ShouldSerializefillcolor : unit -> bool
  member ShouldSerializehoverinfo : unit -> bool
  ...

--------------------
new : unit -> Scatter

property Scatter.x: obj

property Scatter.y: obj

val trace2 : Scatter

type Chart =
  static member Area : data:seq<#seq<'a1 * 'a2>> -> PlotlyChart (requires 'a1 :> key and 'a2 :> value)
  static member Area : data:seq<#key * #value> -> PlotlyChart
  static member Area : data:seq<#value> -> PlotlyChart
  static member Bar : data:seq<#seq<'a1 * 'a2>> -> PlotlyChart (requires 'a1 :> key and 'a2 :> value)
  static member Bar : data:seq<#key * #value> -> PlotlyChart
  static member Bar : data:seq<#value> -> PlotlyChart
  static member Bubble : data:seq<#key * #value * #value> -> PlotlyChart
  static member Candlestick : data:seq<#key * #value * #value * #value * #value> -> PlotlyChart
  static member Column : data:seq<#seq<'a1 * 'a2>> -> PlotlyChart (requires 'a1 :> key and 'a2 :> value)
  static member Column : data:seq<#key * #value> -> PlotlyChart
  ...

static member Chart.Plot : data:seq<#Trace> -> PlotlyChart
static member Chart.Plot : data:Trace -> PlotlyChart
static member Chart.Plot : data:seq<#Trace> * layout:Layout -> PlotlyChart
static member Chart.Plot : data:Trace * layout:Layout -> PlotlyChart

static member Chart.WithWidth : width:int -> chart:PlotlyChart -> PlotlyChart

static member Chart.WithHeight : height:int -> chart:PlotlyChart -> PlotlyChart

val lineTrace1 : Scatter

val lineTrace2 : Scatter

val lineTrace3 : Scatter

val styledTrace1 : Scatter

Multiple items
type Marker =
  new : unit -> Marker
  member ShouldSerializeautocolorscale : unit -> bool
  member ShouldSerializecauto : unit -> bool
  member ShouldSerializecmax : unit -> bool
  member ShouldSerializecmin : unit -> bool
  member ShouldSerializecolor : unit -> bool
  member ShouldSerializecolorbar : unit -> bool
  member ShouldSerializecolors : unit -> bool
  member ShouldSerializecolorscale : unit -> bool
  member ShouldSerializecolorsrc : unit -> bool
  ...

--------------------
new : unit -> Marker

Multiple items
type Line =
  new : unit -> Line
  member ShouldSerializeautocolorscale : unit -> bool
  member ShouldSerializecauto : unit -> bool
  member ShouldSerializecmax : unit -> bool
  member ShouldSerializecmin : unit -> bool
  member ShouldSerializecolor : unit -> bool
  member ShouldSerializecolorscale : unit -> bool
  member ShouldSerializecolorsrc : unit -> bool
  member ShouldSerializedash : unit -> bool
  member ShouldSerializeoutliercolor : unit -> bool
  ...

--------------------
new : unit -> Line

val styledTrace2 : Scatter

val styledTrace3 : Scatter

val styledTrace4 : Scatter

val styledLayout : Layout

Multiple items
module Layout

from XPlot.Plotly

--------------------
type Layout =
  new : unit -> Layout
  member ShouldSerializeangularaxis : unit -> bool
  member ShouldSerializeannotations : unit -> bool
  member ShouldSerializeautosize : unit -> bool
  member ShouldSerializebargap : unit -> bool
  member ShouldSerializebargroupgap : unit -> bool
  member ShouldSerializebarmode : unit -> bool
  member ShouldSerializeboxmode : unit -> bool
  member ShouldSerializedirection : unit -> bool
  member ShouldSerializedragmode : unit -> bool
  ...

--------------------
new : unit -> Layout

Multiple items
type Xaxis =
  new : unit -> Xaxis
  member ShouldSerialize_isSubplotObj : unit -> bool
  member ShouldSerializeanchor : unit -> bool
  member ShouldSerializeautorange : unit -> bool
  member ShouldSerializeautotick : unit -> bool
  member ShouldSerializebackgroundcolor : unit -> bool
  member ShouldSerializedomain : unit -> bool
  member ShouldSerializedtick : unit -> bool
  member ShouldSerializeexponentformat : unit -> bool
  member ShouldSerializefixedrange : unit -> bool
  ...

--------------------
new : unit -> Xaxis

Multiple items
type Yaxis =
  new : unit -> Yaxis
  member ShouldSerialize_isSubplotObj : unit -> bool
  member ShouldSerializeanchor : unit -> bool
  member ShouldSerializeautorange : unit -> bool
  member ShouldSerializeautotick : unit -> bool
  member ShouldSerializebackgroundcolor : unit -> bool
  member ShouldSerializedomain : unit -> bool
  member ShouldSerializedtick : unit -> bool
  member ShouldSerializeexponentformat : unit -> bool
  member ShouldSerializefixedrange : unit -> bool
  ...

--------------------
new : unit -> Yaxis

static member Chart.WithLayout : layout:Layout -> chart:PlotlyChart -> PlotlyChart

val shapeTrace1 : Scatter

val shapeTrace2 : Scatter

val shapeTrace3 : Scatter

val shapeTrace4 : Scatter

val shapeTrace5 : Scatter

val shapeTrace6 : Scatter

val shapeLayout : Layout

Multiple items
type Legend =
  new : unit -> Legend
  member ShouldSerializebgcolor : unit -> bool
  member ShouldSerializebordercolor : unit -> bool
  member ShouldSerializeborderwidth : unit -> bool
  member ShouldSerializefont : unit -> bool
  member ShouldSerializeorientation : unit -> bool
  member ShouldSerializetracegroupgap : unit -> bool
  member ShouldSerializetraceorder : unit -> bool
  member ShouldSerializex : unit -> bool
  member ShouldSerializexanchor : unit -> bool
  ...

--------------------
new : unit -> Legend

property Legend.y: float

Multiple items
type Font =
  new : unit -> Font
  member ShouldSerializecolor : unit -> bool
  member ShouldSerializefamily : unit -> bool
  member ShouldSerializesize : unit -> bool
  member color : string
  member family : string
  member size : float
  member color : string with set
  member family : string with set
  member size : float with set

--------------------
new : unit -> Font