Scatterplot matrix
Summary: This example shows how to plot a scatterplot matrix (splom) in F#.
let's first create some data for the purpose of creating example charts:
#r "nuget: FSharp.Data"
#r "nuget: Deedle"
open FSharp.Data
open Deedle
open Plotly.NET
let data =
Http.RequestString @"https://raw.githubusercontent.com/plotly/datasets/master/iris-data.csv"
|> fun csv -> Frame.ReadCsvString(csv,true,separators=",")
let sepalLengthData = data.["sepal length"] |> Series.values
let sepalWidthData = data.["sepal width"] |> Series.values
let petalLengthData = data.["petal length"] |> Series.values
let petalWidthData = data.["petal width"] |> Series.values
let colors =
data
|> Frame.getCol "class"
|> Series.values
|> Seq.cast<string>
|> Seq.map (fun x ->
match x with
| "Iris-setosa" -> 0.
| "Iris-versicolor" -> 0.5
| _ -> 1.
)
|> Color.fromColorScaleValues
Using a scatterplot matrix of several different variables can help to determine whether there are any relationships among the variables in the dataset.
Splom of the iris dataset
let splom1 =
Chart.Splom(
[
"sepal length" , sepalLengthData
"sepal width" , sepalWidthData
"petal length" , petalLengthData
"petal width" , petalWidthData
],
MarkerColor = colors
)
|> Chart.withLayout(
Layout.init(
HoverMode = StyleParam.HoverMode.Closest,
DragMode = StyleParam.DragMode.Select
)
)
|> Chart.withSize (1000,1000)
Showing different parts of the plot matrix
Use ShowDiagonal, ShowUpperHalf or ShowLowerHalf to customize the cells shown in the scatter plot matrix.
Here are some examples:
let noDiagonal =
Chart.Splom(
[
"sepal length" , sepalLengthData
"sepal width" , sepalWidthData
"petal length" , petalLengthData
"petal width" , petalWidthData
],
MarkerColor = colors,
ShowDiagonal = false
)
|> Chart.withLayout(
Layout.init(
HoverMode = StyleParam.HoverMode.Closest,
DragMode = StyleParam.DragMode.Select
)
)
|> Chart.withSize (1000,1000)
let noLowerHalf =
Chart.Splom(
[
"sepal length" , sepalLengthData
"sepal width" , sepalWidthData
"petal length" , petalLengthData
"petal width" , petalWidthData
],
MarkerColor = colors,
ShowLowerHalf = false
)
|> Chart.withLayout(
Layout.init(
HoverMode = StyleParam.HoverMode.Closest,
DragMode = StyleParam.DragMode.Select
)
)
|> Chart.withSize (1000,1000)
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namespace FSharp
--------------------
namespace Microsoft.FSharp
namespace FSharp
--------------------
namespace Microsoft.FSharp
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namespace FSharp.Data
--------------------
namespace Microsoft.FSharp.Data
namespace FSharp.Data
--------------------
namespace Microsoft.FSharp.Data
namespace Deedle
namespace Plotly
namespace Plotly.NET
val data: Frame<int,string>
type Http =
static member AsyncRequest: url: string * ?query: (string * string) list * ?headers: seq<string * string> * ?httpMethod: string * ?body: HttpRequestBody * ?cookies: seq<string * string> * ?cookieContainer: CookieContainer * ?silentHttpErrors: bool * ?silentCookieErrors: bool * ?responseEncodingOverride: string * ?customizeHttpRequest: (HttpWebRequest -> HttpWebRequest) * ?timeout: int -> Async<HttpResponse>
static member AsyncRequestStream: url: string * ?query: (string * string) list * ?headers: seq<string * string> * ?httpMethod: string * ?body: HttpRequestBody * ?cookies: seq<string * string> * ?cookieContainer: CookieContainer * ?silentHttpErrors: bool * ?silentCookieErrors: bool * ?customizeHttpRequest: (HttpWebRequest -> HttpWebRequest) * ?timeout: int -> Async<HttpResponseWithStream>
static member AsyncRequestString: url: string * ?query: (string * string) list * ?headers: seq<string * string> * ?httpMethod: string * ?body: HttpRequestBody * ?cookies: seq<string * string> * ?cookieContainer: CookieContainer * ?silentHttpErrors: bool * ?silentCookieErrors: bool * ?responseEncodingOverride: string * ?customizeHttpRequest: (HttpWebRequest -> HttpWebRequest) * ?timeout: int -> Async<string>
static member Request: url: string * ?query: (string * string) list * ?headers: seq<string * string> * ?httpMethod: string * ?body: HttpRequestBody * ?cookies: seq<string * string> * ?cookieContainer: CookieContainer * ?silentHttpErrors: bool * ?silentCookieErrors: bool * ?responseEncodingOverride: string * ?customizeHttpRequest: (HttpWebRequest -> HttpWebRequest) * ?timeout: int -> HttpResponse
static member RequestStream: url: string * ?query: (string * string) list * ?headers: seq<string * string> * ?httpMethod: string * ?body: HttpRequestBody * ?cookies: seq<string * string> * ?cookieContainer: CookieContainer * ?silentHttpErrors: bool * ?silentCookieErrors: bool * ?customizeHttpRequest: (HttpWebRequest -> HttpWebRequest) * ?timeout: int -> HttpResponseWithStream
static member RequestString: url: string * ?query: (string * string) list * ?headers: seq<string * string> * ?httpMethod: string * ?body: HttpRequestBody * ?cookies: seq<string * string> * ?cookieContainer: CookieContainer * ?silentHttpErrors: bool * ?silentCookieErrors: bool * ?responseEncodingOverride: string * ?customizeHttpRequest: (HttpWebRequest -> HttpWebRequest) * ?timeout: int -> string
<summary> Utilities for working with network via HTTP. Includes methods for downloading resources with specified headers, query parameters and HTTP body </summary>
<summary> Utilities for working with network via HTTP. Includes methods for downloading resources with specified headers, query parameters and HTTP body </summary>
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static member Http.RequestString: url: string * ?query: (string * string) list * ?headers: seq<string * string> * ?httpMethod: string * ?body: HttpRequestBody * ?cookies: seq<string * string> * ?cookieContainer: System.Net.CookieContainer * ?silentHttpErrors: bool * ?silentCookieErrors: bool * ?responseEncodingOverride: string * ?customizeHttpRequest: (System.Net.HttpWebRequest -> System.Net.HttpWebRequest) * ?timeout: int -> string
--------------------
static member Http.RequestString: url: string * ?query: (string * string) list * ?headers: seq<string * string> * ?httpMethod: string * ?body: HttpRequestBody * ?cookies: seq<string * string> * ?cookieContainer: System.Net.CookieContainer * ?silentHttpErrors: bool * ?silentCookieErrors: bool * ?responseEncodingOverride: string * ?customizeHttpRequest: (System.Net.HttpWebRequest -> System.Net.HttpWebRequest) * ?timeout: int -> string
static member Http.RequestString: url: string * ?query: (string * string) list * ?headers: seq<string * string> * ?httpMethod: string * ?body: HttpRequestBody * ?cookies: seq<string * string> * ?cookieContainer: System.Net.CookieContainer * ?silentHttpErrors: bool * ?silentCookieErrors: bool * ?responseEncodingOverride: string * ?customizeHttpRequest: (System.Net.HttpWebRequest -> System.Net.HttpWebRequest) * ?timeout: int -> string
--------------------
static member Http.RequestString: url: string * ?query: (string * string) list * ?headers: seq<string * string> * ?httpMethod: string * ?body: HttpRequestBody * ?cookies: seq<string * string> * ?cookieContainer: System.Net.CookieContainer * ?silentHttpErrors: bool * ?silentCookieErrors: bool * ?responseEncodingOverride: string * ?customizeHttpRequest: (System.Net.HttpWebRequest -> System.Net.HttpWebRequest) * ?timeout: int -> string
val csv: string
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module Frame from Deedle
--------------------
type Frame = inherit DynamicObj new: unit -> Frame
--------------------
type Frame<'TRowKey,'TColumnKey (requires equality and equality)> = interface IDynamicMetaObjectProvider interface INotifyCollectionChanged interface IFsiFormattable interface IFrame new: rowIndex: IIndex<'TRowKey> * columnIndex: IIndex<'TColumnKey> * data: IVector<IVector> * indexBuilder: IIndexBuilder * vectorBuilder: IVectorBuilder -> Frame<'TRowKey,'TColumnKey> + 1 overload member AddColumn: column: 'TColumnKey * series: seq<'V> -> unit + 3 overloads member AggregateRowsBy: groupBy: seq<'TColumnKey> * aggBy: seq<'TColumnKey> * aggFunc: Func<Series<'TRowKey,'a>,'b> -> Frame<int,'TColumnKey> member Clone: unit -> Frame<'TRowKey,'TColumnKey> member ColumnApply: f: Func<Series<'TRowKey,'T>,ISeries<'TRowKey>> -> Frame<'TRowKey,'TColumnKey> + 1 overload member DropColumn: column: 'TColumnKey -> unit ...
--------------------
new: unit -> Frame
--------------------
new: names: seq<'TColumnKey> * columns: seq<ISeries<'TRowKey>> -> Frame<'TRowKey,'TColumnKey>
new: rowIndex: Indices.IIndex<'TRowKey> * columnIndex: Indices.IIndex<'TColumnKey> * data: IVector<IVector> * indexBuilder: Indices.IIndexBuilder * vectorBuilder: Vectors.IVectorBuilder -> Frame<'TRowKey,'TColumnKey>
module Frame from Deedle
--------------------
type Frame = inherit DynamicObj new: unit -> Frame
--------------------
type Frame<'TRowKey,'TColumnKey (requires equality and equality)> = interface IDynamicMetaObjectProvider interface INotifyCollectionChanged interface IFsiFormattable interface IFrame new: rowIndex: IIndex<'TRowKey> * columnIndex: IIndex<'TColumnKey> * data: IVector<IVector> * indexBuilder: IIndexBuilder * vectorBuilder: IVectorBuilder -> Frame<'TRowKey,'TColumnKey> + 1 overload member AddColumn: column: 'TColumnKey * series: seq<'V> -> unit + 3 overloads member AggregateRowsBy: groupBy: seq<'TColumnKey> * aggBy: seq<'TColumnKey> * aggFunc: Func<Series<'TRowKey,'a>,'b> -> Frame<int,'TColumnKey> member Clone: unit -> Frame<'TRowKey,'TColumnKey> member ColumnApply: f: Func<Series<'TRowKey,'T>,ISeries<'TRowKey>> -> Frame<'TRowKey,'TColumnKey> + 1 overload member DropColumn: column: 'TColumnKey -> unit ...
--------------------
new: unit -> Frame
--------------------
new: names: seq<'TColumnKey> * columns: seq<ISeries<'TRowKey>> -> Frame<'TRowKey,'TColumnKey>
new: rowIndex: Indices.IIndex<'TRowKey> * columnIndex: Indices.IIndex<'TColumnKey> * data: IVector<IVector> * indexBuilder: Indices.IIndexBuilder * vectorBuilder: Vectors.IVectorBuilder -> Frame<'TRowKey,'TColumnKey>
static member Frame.ReadCsvString: csvString: string * ?hasHeaders: bool * ?inferTypes: bool * ?inferRows: int * ?schema: string * ?separators: string * ?culture: string * ?maxRows: int * ?missingValues: string[] * ?preferOptions: bool -> Frame<int,string>
val sepalLengthData: seq<float>
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module Series from Deedle
--------------------
type Series = static member ofNullables: values: seq<Nullable<'a0>> -> Series<int,'a0> (requires default constructor and value type and 'a0 :> ValueType) static member ofObservations: observations: seq<'c * 'd> -> Series<'c,'d> (requires equality) static member ofOptionalObservations: observations: seq<'K * 'a1 option> -> Series<'K,'a1> (requires equality) static member ofValues: values: seq<'a> -> Series<int,'a>
--------------------
type Series<'K,'V (requires equality)> = interface IFsiFormattable interface ISeries<'K> new: index: IIndex<'K> * vector: IVector<'V> * vectorBuilder: IVectorBuilder * indexBuilder: IIndexBuilder -> Series<'K,'V> + 3 overloads member After: lowerExclusive: 'K -> Series<'K,'V> member Aggregate: aggregation: Aggregation<'K> * keySelector: Func<DataSegment<Series<'K,'V>>,'TNewKey> * valueSelector: Func<DataSegment<Series<'K,'V>>,OptionalValue<'R>> -> Series<'TNewKey,'R> (requires equality) + 1 overload member AsyncMaterialize: unit -> Async<Series<'K,'V>> member Before: upperExclusive: 'K -> Series<'K,'V> member Between: lowerInclusive: 'K * upperInclusive: 'K -> Series<'K,'V> member Compare: another: Series<'K,'V> -> Series<'K,Diff<'V>> member Convert: forward: Func<'V,'R> * backward: Func<'R,'V> -> Series<'K,'R> ...
--------------------
new: pairs: seq<System.Collections.Generic.KeyValuePair<'K,'V>> -> Series<'K,'V>
new: keys: seq<'K> * values: seq<'V> -> Series<'K,'V>
new: keys: 'K[] * values: 'V[] -> Series<'K,'V>
new: index: Indices.IIndex<'K> * vector: IVector<'V> * vectorBuilder: Vectors.IVectorBuilder * indexBuilder: Indices.IIndexBuilder -> Series<'K,'V>
module Series from Deedle
--------------------
type Series = static member ofNullables: values: seq<Nullable<'a0>> -> Series<int,'a0> (requires default constructor and value type and 'a0 :> ValueType) static member ofObservations: observations: seq<'c * 'd> -> Series<'c,'d> (requires equality) static member ofOptionalObservations: observations: seq<'K * 'a1 option> -> Series<'K,'a1> (requires equality) static member ofValues: values: seq<'a> -> Series<int,'a>
--------------------
type Series<'K,'V (requires equality)> = interface IFsiFormattable interface ISeries<'K> new: index: IIndex<'K> * vector: IVector<'V> * vectorBuilder: IVectorBuilder * indexBuilder: IIndexBuilder -> Series<'K,'V> + 3 overloads member After: lowerExclusive: 'K -> Series<'K,'V> member Aggregate: aggregation: Aggregation<'K> * keySelector: Func<DataSegment<Series<'K,'V>>,'TNewKey> * valueSelector: Func<DataSegment<Series<'K,'V>>,OptionalValue<'R>> -> Series<'TNewKey,'R> (requires equality) + 1 overload member AsyncMaterialize: unit -> Async<Series<'K,'V>> member Before: upperExclusive: 'K -> Series<'K,'V> member Between: lowerInclusive: 'K * upperInclusive: 'K -> Series<'K,'V> member Compare: another: Series<'K,'V> -> Series<'K,Diff<'V>> member Convert: forward: Func<'V,'R> * backward: Func<'R,'V> -> Series<'K,'R> ...
--------------------
new: pairs: seq<System.Collections.Generic.KeyValuePair<'K,'V>> -> Series<'K,'V>
new: keys: seq<'K> * values: seq<'V> -> Series<'K,'V>
new: keys: 'K[] * values: 'V[] -> Series<'K,'V>
new: index: Indices.IIndex<'K> * vector: IVector<'V> * vectorBuilder: Vectors.IVectorBuilder * indexBuilder: Indices.IIndexBuilder -> Series<'K,'V>
val values: series: Series<'K,'T> -> seq<'T> (requires equality)
val sepalWidthData: seq<float>
val petalLengthData: seq<float>
val petalWidthData: seq<float>
val colors: Color
val getCol: column: 'C -> frame: Frame<'R,'C> -> Series<'R,'V> (requires equality and equality)
module Seq
from Microsoft.FSharp.Collections
<summary>Contains operations for working with values of type <see cref="T:Microsoft.FSharp.Collections.seq`1" />.</summary>
<summary>Contains operations for working with values of type <see cref="T:Microsoft.FSharp.Collections.seq`1" />.</summary>
val cast: source: System.Collections.IEnumerable -> seq<'T>
<summary>Wraps a loosely-typed System.Collections sequence as a typed sequence.</summary>
<remarks>The use of this function usually requires a type annotation. An incorrect type annotation may result in runtime type errors. Individual IEnumerator values generated from the returned sequence should not be accessed concurrently.</remarks>
<param name="source">The input sequence.</param>
<returns>The result sequence.</returns>
<exception cref="T:System.ArgumentNullException">Thrown when the input sequence is null.</exception>
<example id="cast-1"><code lang="fsharp"> [box 1; box 2; box 3] |> Seq.cast<int> </code> Evaluates to a sequence yielding the same results as <c>seq { 1; 2; 3 }</c>, explicitly typed as <c>seq<int></c>. </example>
<summary>Wraps a loosely-typed System.Collections sequence as a typed sequence.</summary>
<remarks>The use of this function usually requires a type annotation. An incorrect type annotation may result in runtime type errors. Individual IEnumerator values generated from the returned sequence should not be accessed concurrently.</remarks>
<param name="source">The input sequence.</param>
<returns>The result sequence.</returns>
<exception cref="T:System.ArgumentNullException">Thrown when the input sequence is null.</exception>
<example id="cast-1"><code lang="fsharp"> [box 1; box 2; box 3] |> Seq.cast<int> </code> Evaluates to a sequence yielding the same results as <c>seq { 1; 2; 3 }</c>, explicitly typed as <c>seq<int></c>. </example>
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val string: value: 'T -> string
<summary>Converts the argument to a string using <c>ToString</c>.</summary>
<remarks>For standard integer and floating point values the and any type that implements <c>IFormattable</c><c>ToString</c> conversion uses <c>CultureInfo.InvariantCulture</c>. </remarks>
<param name="value">The input value.</param>
<returns>The converted string.</returns>
<example id="string-example"><code lang="fsharp"></code></example>
--------------------
type string = System.String
<summary>An abbreviation for the CLI type <see cref="T:System.String" />.</summary>
<category>Basic Types</category>
val string: value: 'T -> string
<summary>Converts the argument to a string using <c>ToString</c>.</summary>
<remarks>For standard integer and floating point values the and any type that implements <c>IFormattable</c><c>ToString</c> conversion uses <c>CultureInfo.InvariantCulture</c>. </remarks>
<param name="value">The input value.</param>
<returns>The converted string.</returns>
<example id="string-example"><code lang="fsharp"></code></example>
--------------------
type string = System.String
<summary>An abbreviation for the CLI type <see cref="T:System.String" />.</summary>
<category>Basic Types</category>
val map: mapping: ('T -> 'U) -> source: seq<'T> -> seq<'U>
<summary>Builds a new collection whose elements are the results of applying the given function to each of the elements of the collection. The given function will be applied as elements are demanded using the <c>MoveNext</c> method on enumerators retrieved from the object.</summary>
<remarks>The returned sequence may be passed between threads safely. However, individual IEnumerator values generated from the returned sequence should not be accessed concurrently.</remarks>
<param name="mapping">A function to transform items from the input sequence.</param>
<param name="source">The input sequence.</param>
<returns>The result sequence.</returns>
<exception cref="T:System.ArgumentNullException">Thrown when the input sequence is null.</exception>
<example id="item-1"><code lang="fsharp"> let inputs = ["a"; "bbb"; "cc"] inputs |> Seq.map (fun x -> x.Length) </code> Evaluates to a sequence yielding the same results as <c>seq { 1; 3; 2 }</c></example>
<summary>Builds a new collection whose elements are the results of applying the given function to each of the elements of the collection. The given function will be applied as elements are demanded using the <c>MoveNext</c> method on enumerators retrieved from the object.</summary>
<remarks>The returned sequence may be passed between threads safely. However, individual IEnumerator values generated from the returned sequence should not be accessed concurrently.</remarks>
<param name="mapping">A function to transform items from the input sequence.</param>
<param name="source">The input sequence.</param>
<returns>The result sequence.</returns>
<exception cref="T:System.ArgumentNullException">Thrown when the input sequence is null.</exception>
<example id="item-1"><code lang="fsharp"> let inputs = ["a"; "bbb"; "cc"] inputs |> Seq.map (fun x -> x.Length) </code> Evaluates to a sequence yielding the same results as <c>seq { 1; 3; 2 }</c></example>
val x: string
type Color =
override Equals: other: obj -> bool
override GetHashCode: unit -> int
static member fromARGB: a: int -> r: int -> g: int -> b: int -> Color
static member fromColorScaleValues: c: seq<#IConvertible> -> Color
static member fromColors: c: seq<Color> -> Color
static member fromHex: s: string -> Color
static member fromKeyword: c: ColorKeyword -> Color
static member fromRGB: r: int -> g: int -> b: int -> Color
static member fromString: c: string -> Color
member Value: obj
<summary> Plotly color can be a single color, a sequence of colors, or a sequence of numeric values referencing the color of the colorscale obj </summary>
<summary> Plotly color can be a single color, a sequence of colors, or a sequence of numeric values referencing the color of the colorscale obj </summary>
static member Color.fromColorScaleValues: c: seq<#System.IConvertible> -> Color
val splom1: GenericChart.GenericChart
type Chart =
static member AnnotatedHeatmap: zData: seq<#seq<'a1>> * annotationText: seq<#seq<string>> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?X: seq<#IConvertible> * ?XGap: int * ?Y: seq<#IConvertible> * ?YGap: int * ?Text: 'a5 * ?MultiText: seq<'a5> * ?ColorBar: ColorBar * ?ColorScale: Colorscale * ?ShowScale: bool * ?ReverseScale: bool * ?ZSmooth: SmoothAlg * ?Transpose: bool * ?UseWebGL: bool * ?ReverseYAxis: bool * ?UseDefaults: bool -> GenericChart (requires 'a1 :> IConvertible and 'a5 :> IConvertible) + 1 overload
static member Area: x: seq<#IConvertible> * y: seq<#IConvertible> * ?ShowMarkers: bool * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?MultiOpacity: seq<float> * ?Text: 'a2 * ?MultiText: seq<'a2> * ?TextPosition: TextPosition * ?MultiTextPosition: seq<TextPosition> * ?MarkerColor: Color * ?MarkerColorScale: Colorscale * ?MarkerOutline: Line * ?MarkerSymbol: MarkerSymbol * ?MultiMarkerSymbol: seq<MarkerSymbol> * ?Marker: Marker * ?LineColor: Color * ?LineColorScale: Colorscale * ?LineWidth: float * ?LineDash: DrawingStyle * ?Line: Line * ?StackGroup: string * ?Orientation: Orientation * ?GroupNorm: GroupNorm * ?FillColor: Color * ?UseWebGL: bool * ?UseDefaults: bool -> GenericChart (requires 'a2 :> IConvertible) + 1 overload
static member Bar: values: seq<#IConvertible> * ?Keys: seq<#IConvertible> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?MultiOpacity: seq<float> * ?Text: 'a2 * ?MultiText: seq<'a2> * ?MarkerColor: Color * ?MarkerColorScale: Colorscale * ?MarkerOutline: Line * ?MarkerPatternShape: PatternShape * ?MultiMarkerPatternShape: seq<PatternShape> * ?MarkerPattern: Pattern * ?Marker: Marker * ?Base: #IConvertible * ?Width: 'a4 * ?MultiWidth: seq<'a4> * ?TextPosition: TextPosition * ?MultiTextPosition: seq<TextPosition> * ?UseDefaults: bool -> GenericChart (requires 'a2 :> IConvertible and 'a4 :> IConvertible) + 1 overload
static member BoxPlot: ?X: seq<#IConvertible> * ?Y: seq<#IConvertible> * ?Name: string * ?ShowLegend: bool * ?Text: 'a2 * ?MultiText: seq<'a2> * ?FillColor: Color * ?MarkerColor: Color * ?Marker: Marker * ?Opacity: float * ?WhiskerWidth: float * ?BoxPoints: BoxPoints * ?BoxMean: BoxMean * ?Jitter: float * ?PointPos: float * ?Orientation: Orientation * ?OutlineColor: Color * ?OutlineWidth: float * ?Outline: Line * ?AlignmentGroup: string * ?OffsetGroup: string * ?Notched: bool * ?NotchWidth: float * ?QuartileMethod: QuartileMethod * ?UseDefaults: bool -> GenericChart (requires 'a2 :> IConvertible) + 2 overloads
static member Bubble: x: seq<#IConvertible> * y: seq<#IConvertible> * sizes: seq<int> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?MultiOpacity: seq<float> * ?Text: 'a2 * ?MultiText: seq<'a2> * ?TextPosition: TextPosition * ?MultiTextPosition: seq<TextPosition> * ?MarkerColor: Color * ?MarkerColorScale: Colorscale * ?MarkerOutline: Line * ?MarkerSymbol: MarkerSymbol * ?MultiMarkerSymbol: seq<MarkerSymbol> * ?Marker: Marker * ?LineColor: Color * ?LineColorScale: Colorscale * ?LineWidth: float * ?LineDash: DrawingStyle * ?Line: Line * ?StackGroup: string * ?Orientation: Orientation * ?GroupNorm: GroupNorm * ?UseWebGL: bool * ?UseDefaults: bool -> GenericChart (requires 'a2 :> IConvertible) + 1 overload
static member Candlestick: ``open`` : seq<#IConvertible> * high: seq<#IConvertible> * low: seq<#IConvertible> * close: seq<#IConvertible> * x: seq<#IConvertible> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?Text: 'a5 * ?MultiText: seq<'a5> * ?Line: Line * ?IncreasingColor: Color * ?Increasing: FinanceMarker * ?DecreasingColor: Color * ?Decreasing: FinanceMarker * ?WhiskerWidth: float * ?UseDefaults: bool -> GenericChart (requires 'a5 :> IConvertible) + 1 overload
static member Column: values: seq<#IConvertible> * ?Keys: seq<#IConvertible> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?MultiOpacity: seq<float> * ?Text: 'a2 * ?MultiText: seq<'a2> * ?MarkerColor: Color * ?MarkerColorScale: Colorscale * ?MarkerOutline: Line * ?MarkerPatternShape: PatternShape * ?MultiMarkerPatternShape: seq<PatternShape> * ?MarkerPattern: Pattern * ?Marker: Marker * ?Base: #IConvertible * ?Width: 'a4 * ?MultiWidth: seq<'a4> * ?TextPosition: TextPosition * ?MultiTextPosition: seq<TextPosition> * ?UseDefaults: bool -> GenericChart (requires 'a2 :> IConvertible and 'a4 :> IConvertible) + 1 overload
static member Contour: zData: seq<#seq<'a1>> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?X: seq<#IConvertible> * ?Y: seq<#IConvertible> * ?Text: 'a4 * ?MultiText: seq<'a4> * ?ColorBar: ColorBar * ?ColorScale: Colorscale * ?ShowScale: bool * ?ReverseScale: bool * ?Transpose: bool * ?ContourLineColor: Color * ?ContourLineDash: DrawingStyle * ?ContourLineSmoothing: float * ?ContourLine: Line * ?ContoursColoring: ContourColoring * ?ContoursOperation: ConstraintOperation * ?ContoursType: ContourType * ?ShowContourLabels: bool * ?ContourLabelFont: Font * ?Contours: Contours * ?FillColor: Color * ?NContours: int * ?UseDefaults: bool -> GenericChart (requires 'a1 :> IConvertible and 'a4 :> IConvertible)
static member Funnel: x: seq<#IConvertible> * y: seq<#IConvertible> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?Width: float * ?Offset: float * ?Text: 'a2 * ?MultiText: seq<'a2> * ?TextPosition: TextPosition * ?MultiTextPosition: seq<TextPosition> * ?Orientation: Orientation * ?AlignmentGroup: string * ?OffsetGroup: string * ?MarkerColor: Color * ?MarkerOutline: Line * ?Marker: Marker * ?TextInfo: TextInfo * ?ConnectorLineColor: Color * ?ConnectorLineStyle: DrawingStyle * ?ConnectorFillColor: Color * ?ConnectorLine: Line * ?Connector: FunnelConnector * ?InsideTextFont: Font * ?OutsideTextFont: Font * ?UseDefaults: bool -> GenericChart (requires 'a2 :> IConvertible)
static member Heatmap: zData: seq<#seq<'a1>> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?X: seq<#IConvertible> * ?XGap: int * ?Y: seq<#IConvertible> * ?YGap: int * ?Text: 'a4 * ?MultiText: seq<'a4> * ?ColorBar: ColorBar * ?ColorScale: Colorscale * ?ShowScale: bool * ?ReverseScale: bool * ?ZSmooth: SmoothAlg * ?Transpose: bool * ?UseWebGL: bool * ?ReverseYAxis: bool * ?UseDefaults: bool -> GenericChart (requires 'a1 :> IConvertible and 'a4 :> IConvertible) + 1 overload
...
static member Chart.Splom: keyValues: seq<string * #seq<'b>> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?Text: 'c * ?MultiText: seq<'c> * ?MarkerColor: Color * ?MarkerColorScale: StyleParam.Colorscale * ?MarkerOutline: Line * ?MarkerSymbol: StyleParam.MarkerSymbol * ?MultiMarkerSymbol: seq<StyleParam.MarkerSymbol> * ?Marker: TraceObjects.Marker * ?ShowDiagonal: bool * ?Diagonal: TraceObjects.SplomDiagonal * ?ShowLowerHalf: bool * ?ShowUpperHalf: bool * ?UseDefaults: bool -> GenericChart.GenericChart (requires 'b :> System.IConvertible and 'c :> System.IConvertible)
static member Chart.Splom: dimensions: seq<TraceObjects.Dimension> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?Text: 'a0 * ?MultiText: seq<'a0> * ?MarkerColor: Color * ?MarkerColorScale: StyleParam.Colorscale * ?MarkerOutline: Line * ?MarkerSymbol: StyleParam.MarkerSymbol * ?MultiMarkerSymbol: seq<StyleParam.MarkerSymbol> * ?Marker: TraceObjects.Marker * ?ShowDiagonal: bool * ?Diagonal: TraceObjects.SplomDiagonal * ?ShowLowerHalf: bool * ?ShowUpperHalf: bool * ?UseDefaults: bool -> GenericChart.GenericChart (requires 'a0 :> System.IConvertible)
static member Chart.Splom: dimensions: seq<TraceObjects.Dimension> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?Text: 'a0 * ?MultiText: seq<'a0> * ?MarkerColor: Color * ?MarkerColorScale: StyleParam.Colorscale * ?MarkerOutline: Line * ?MarkerSymbol: StyleParam.MarkerSymbol * ?MultiMarkerSymbol: seq<StyleParam.MarkerSymbol> * ?Marker: TraceObjects.Marker * ?ShowDiagonal: bool * ?Diagonal: TraceObjects.SplomDiagonal * ?ShowLowerHalf: bool * ?ShowUpperHalf: bool * ?UseDefaults: bool -> GenericChart.GenericChart (requires 'a0 :> System.IConvertible)
static member Chart.withLayout: layout: Layout -> (GenericChart.GenericChart -> GenericChart.GenericChart)
Multiple items
type Layout = inherit DynamicObj new: unit -> Layout static member getColorAxisById: id: SubPlotId -> (Layout -> ColorAxis) static member getGeoById: id: SubPlotId -> (Layout -> Geo) static member getLayoutGrid: layout: Layout -> LayoutGrid static member getLegend: layout: Layout -> Legend static member getLinearAxisById: id: SubPlotId -> (Layout -> LinearAxis) static member getMapboxById: id: SubPlotId -> (Layout -> Mapbox) static member getPolarById: id: SubPlotId -> (Layout -> Polar) static member getSceneById: id: SubPlotId -> (Layout -> Scene) ...
<summary> A Layout object in the context of plotly charts contains all styling options that are not directly related to the visualization of the data itself, such as axes, legends, watermarks, etc. </summary>
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new: unit -> Layout
type Layout = inherit DynamicObj new: unit -> Layout static member getColorAxisById: id: SubPlotId -> (Layout -> ColorAxis) static member getGeoById: id: SubPlotId -> (Layout -> Geo) static member getLayoutGrid: layout: Layout -> LayoutGrid static member getLegend: layout: Layout -> Legend static member getLinearAxisById: id: SubPlotId -> (Layout -> LinearAxis) static member getMapboxById: id: SubPlotId -> (Layout -> Mapbox) static member getPolarById: id: SubPlotId -> (Layout -> Polar) static member getSceneById: id: SubPlotId -> (Layout -> Scene) ...
<summary> A Layout object in the context of plotly charts contains all styling options that are not directly related to the visualization of the data itself, such as axes, legends, watermarks, etc. </summary>
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new: unit -> Layout
static member Layout.init: ?Title: Title * ?ShowLegend: bool * ?Legend: LayoutObjects.Legend * ?Margin: LayoutObjects.Margin * ?AutoSize: bool * ?Width: int * ?Height: int * ?Font: Font * ?UniformText: LayoutObjects.UniformText * ?Separators: string * ?PaperBGColor: Color * ?PlotBGColor: Color * ?AutoTypeNumbers: StyleParam.AutoTypeNumbers * ?Colorscale: LayoutObjects.DefaultColorScales * ?Colorway: Color * ?ModeBar: LayoutObjects.ModeBar * ?HoverMode: StyleParam.HoverMode * ?ClickMode: StyleParam.ClickMode * ?DragMode: StyleParam.DragMode * ?SelectDirection: StyleParam.SelectDirection * ?HoverDistance: int * ?SpikeDistance: int * ?Hoverlabel: LayoutObjects.Hoverlabel * ?Transition: LayoutObjects.Transition * ?DataRevision: string * ?UIRevision: string * ?EditRevision: string * ?SelectRevision: string * ?Template: DynamicObj.DynamicObj * ?Meta: string * ?Computed: string * ?Grid: LayoutObjects.LayoutGrid * ?Calendar: StyleParam.Calendar * ?NewShape: LayoutObjects.Shape * ?ActiveShape: LayoutObjects.ActiveShape * ?HideSources: bool * ?BarGap: float * ?BarGroupGap: float * ?BarMode: StyleParam.BarMode * ?BarNorm: StyleParam.BarNorm * ?ExtendPieColors: bool * ?HiddenLabels: seq<#System.IConvertible> * ?PieColorWay: Color * ?BoxGap: float * ?BoxGroupGap: float * ?BoxMode: StyleParam.BoxMode * ?ViolinGap: float * ?ViolinGroupGap: float * ?ViolinMode: StyleParam.ViolinMode * ?WaterfallGap: float * ?WaterfallGroupGap: float * ?WaterfallMode: StyleParam.WaterfallMode * ?FunnelGap: float * ?FunnelGroupGap: float * ?FunnelMode: StyleParam.FunnelMode * ?ExtendFunnelAreaColors: bool * ?FunnelAreaColorWay: Color * ?ExtendSunBurstColors: bool * ?SunBurstColorWay: Color * ?ExtendTreeMapColors: bool * ?TreeMapColorWay: Color * ?ExtendIcicleColors: bool * ?IcicleColorWay: Color * ?Annotations: seq<LayoutObjects.Annotation> * ?Shapes: seq<LayoutObjects.Shape> * ?Images: seq<LayoutObjects.LayoutImage> * ?Sliders: seq<LayoutObjects.Slider> * ?UpdateMenus: seq<LayoutObjects.UpdateMenu> -> Layout
module StyleParam
from Plotly.NET
type HoverMode =
| Closest
| X
| Y
| False
| XUnified
| YUnified
member Convert: unit -> obj
static member convert: (HoverMode -> obj)
<summary> Sets this figure's behavior when a user hovers over it. When set to 'x', all data sharing the same 'x' coordinate will be shown on screen with corresponding trace labels. When set to 'y' all data sharing the same 'y' coordinates will be shown on the screen with corresponding trace labels. When set to 'closest', information about the data point closest to where the viewer is hovering will appear. </summary>
<summary> Sets this figure's behavior when a user hovers over it. When set to 'x', all data sharing the same 'x' coordinate will be shown on screen with corresponding trace labels. When set to 'y' all data sharing the same 'y' coordinates will be shown on the screen with corresponding trace labels. When set to 'closest', information about the data point closest to where the viewer is hovering will appear. </summary>
union case StyleParam.HoverMode.Closest: StyleParam.HoverMode
type DragMode =
| Zoom
| Pan
| Select
| Lasso
| DrawClosedPath
| DrawOpenPath
| DrawLine
| DrawRect
| DrawCircle
| Orbit
...
member Convert: unit -> obj
static member convert: (DragMode -> obj)
<summary> Sets this figure's behavior when a user preforms a mouse 'drag' in the plot area. When set to 'zoom', a portion of the plot will be highlighted, when the viewer exits the drag, this highlighted section will be zoomed in on. When set to 'pan', data in the plot will move along with the viewers dragging motions. A user can always depress the 'shift' key to access the whatever functionality has not been set as the default. In 3D plots, the default drag mode is 'rotate' which rotates the scene. </summary>
<summary> Sets this figure's behavior when a user preforms a mouse 'drag' in the plot area. When set to 'zoom', a portion of the plot will be highlighted, when the viewer exits the drag, this highlighted section will be zoomed in on. When set to 'pan', data in the plot will move along with the viewers dragging motions. A user can always depress the 'shift' key to access the whatever functionality has not been set as the default. In 3D plots, the default drag mode is 'rotate' which rotates the scene. </summary>
union case StyleParam.DragMode.Select: StyleParam.DragMode
static member Chart.withSize: width: float * height: float -> (GenericChart.GenericChart -> GenericChart.GenericChart)
static member Chart.withSize: ?Width: int * ?Height: int -> (GenericChart.GenericChart -> GenericChart.GenericChart)
static member Chart.withSize: ?Width: int * ?Height: int -> (GenericChart.GenericChart -> GenericChart.GenericChart)
module GenericChart
from Plotly.NET
<summary> Module to represent a GenericChart </summary>
<summary> Module to represent a GenericChart </summary>
val toChartHTML: gChart: GenericChart.GenericChart -> string
<summary> Converts a GenericChart to it HTML representation. The div layer has a default size of 600 if not specified otherwise. </summary>
<summary> Converts a GenericChart to it HTML representation. The div layer has a default size of 600 if not specified otherwise. </summary>
val noDiagonal: GenericChart.GenericChart
val noLowerHalf: GenericChart.GenericChart