Parallel coordinates
Summary: This example shows how to create parallel coordinates plot in F#.
Let's first create some data for the purpose of creating example charts:
open Plotly.NET
let data =
[ "A", [ 1.; 4.; 3.4; 0.7 ]
"B", [ 3.; 1.5; 1.7; 2.3 ]
"C", [ 2.; 4.; 3.1; 5. ]
"D", [ 4.; 2.; 2.; 4. ] ]
Parallel coordinates are a common way of visualizing high-dimensional geometry and analyzing multivariate data. To show a set of points in an n-dimensional space, a backdrop is drawn consisting of n parallel lines, typically vertical and equally spaced. A point in n-dimensional space is represented as a polyline with vertices on the parallel axes; the position of the vertex on the i-th axis corresponds to the i-th coordinate of the point.
let parcoords1 =
Chart.ParallelCoord(keyValues = data, LineColor = Color.fromString "blue")
More styled example
This example shows the usage of some of the styling options using Chart.ParallelCoord.
For even more styling control, use the respective TraceStyle function TraceDomainStyle.ParallelCoord
open Plotly.NET.TraceObjects
open Deedle
let parcoordsStyled =
let data =
__SOURCE_DIRECTORY__ + "/../data/iris_cat.csv"
|> Frame.ReadCsv
let dims =
[ Dimension.initParallel (
Label = "sepal_length",
Values = (data |> Frame.getCol "sepal_length" |> Series.values),
Range = StyleParam.Range.MinMax(0., 8.)
)
Dimension.initParallel (
Label = "sepal_width",
Values = (data |> Frame.getCol "sepal_width" |> Series.values),
Range = StyleParam.Range.MinMax(0., 8.)
)
Dimension.initParallel (
Label = "petal_length",
Values = (data |> Frame.getCol "petal_length" |> Series.values),
Range = StyleParam.Range.MinMax(0., 8.)
)
Dimension.initParallel (
Label = "petal_width",
Values = (data |> Frame.getCol "petal_width" |> Series.values),
Range = StyleParam.Range.MinMax(0., 8.)
) ]
let colors =
data |> Frame.getCol "species_id" |> Series.values |> Color.fromColorScaleValues
Chart.ParallelCoord(dimensions = dims, LineColorScale = StyleParam.Colorscale.Viridis, LineColor = colors)
namespace Plotly
namespace Plotly.NET
module Defaults
from Plotly.NET
<summary> Contains mutable global default values. Changing these values will apply the default values to all consecutive Chart generations. </summary>
<summary> Contains mutable global default values. Changing these values will apply the default values to all consecutive Chart generations. </summary>
val mutable DefaultDisplayOptions: DisplayOptions
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type DisplayOptions = inherit DynamicObj new: unit -> DisplayOptions static member addAdditionalHeadTags: additionalHeadTags: XmlNode list -> (DisplayOptions -> DisplayOptions) static member addDescription: description: XmlNode list -> (DisplayOptions -> DisplayOptions) static member combine: first: DisplayOptions -> second: DisplayOptions -> DisplayOptions static member getAdditionalHeadTags: displayOpts: DisplayOptions -> XmlNode list static member getDescription: displayOpts: DisplayOptions -> XmlNode list static member getPlotlyReference: displayOpts: DisplayOptions -> PlotlyJSReference static member init: ?AdditionalHeadTags: XmlNode list * ?Description: XmlNode list * ?PlotlyJSReference: PlotlyJSReference -> DisplayOptions static member initCDNOnly: unit -> DisplayOptions ...
--------------------
new: unit -> DisplayOptions
type DisplayOptions = inherit DynamicObj new: unit -> DisplayOptions static member addAdditionalHeadTags: additionalHeadTags: XmlNode list -> (DisplayOptions -> DisplayOptions) static member addDescription: description: XmlNode list -> (DisplayOptions -> DisplayOptions) static member combine: first: DisplayOptions -> second: DisplayOptions -> DisplayOptions static member getAdditionalHeadTags: displayOpts: DisplayOptions -> XmlNode list static member getDescription: displayOpts: DisplayOptions -> XmlNode list static member getPlotlyReference: displayOpts: DisplayOptions -> PlotlyJSReference static member init: ?AdditionalHeadTags: XmlNode list * ?Description: XmlNode list * ?PlotlyJSReference: PlotlyJSReference -> DisplayOptions static member initCDNOnly: unit -> DisplayOptions ...
--------------------
new: unit -> DisplayOptions
static member DisplayOptions.init: ?AdditionalHeadTags: Giraffe.ViewEngine.HtmlElements.XmlNode list * ?Description: Giraffe.ViewEngine.HtmlElements.XmlNode list * ?PlotlyJSReference: PlotlyJSReference -> DisplayOptions
type PlotlyJSReference =
| CDN of string
| Full
| Require of string
| NoReference
<summary> Sets how plotly is referenced in the head of html docs. </summary>
<summary> Sets how plotly is referenced in the head of html docs. </summary>
union case PlotlyJSReference.NoReference: PlotlyJSReference
val data: (string * float list) list
val parcoords1: GenericChart.GenericChart
type Chart =
static member AnnotatedHeatmap: zData: seq<#seq<'a1>> * annotationText: seq<#seq<string>> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?X: seq<'a3> * ?MultiX: seq<seq<'a3>> * ?XGap: int * ?Y: seq<'a4> * ?MultiY: seq<seq<'a4>> * ?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 'a3 :> IConvertible and 'a4 :> 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 * ?AlignmentGroup: string * ?OffsetGroup: string * ?StackGroup: string * ?Orientation: Orientation * ?GroupNorm: GroupNorm * ?FillColor: Color * ?FillPatternShape: PatternShape * ?FillPattern: Pattern * ?UseWebGL: bool * ?UseDefaults: bool -> GenericChart (requires 'a2 :> IConvertible) + 1 overload
static member Bar: values: seq<#IConvertible> * ?Keys: seq<'a1> * ?MultiKeys: seq<seq<'a1>> * ?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 'a1 :> IConvertible and 'a2 :> IConvertible and 'a4 :> IConvertible) + 1 overload
static member BoxPlot: ?X: seq<'a0> * ?MultiX: seq<seq<'a0>> * ?Y: seq<'a1> * ?MultiY: seq<seq<'a1>> * ?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 'a0 :> IConvertible and 'a1 :> IConvertible and '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 * ?AlignmentGroup: string * ?OffsetGroup: string * ?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<'a4> * ?MultiX: seq<seq<'a4>> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?Text: 'a5 * ?MultiText: seq<'a5> * ?Line: Line * ?IncreasingColor: Color * ?Increasing: FinanceMarker * ?DecreasingColor: Color * ?Decreasing: FinanceMarker * ?WhiskerWidth: float * ?ShowXAxisRangeSlider: bool * ?UseDefaults: bool -> GenericChart (requires 'a4 :> IConvertible and 'a5 :> IConvertible) + 2 overloads
static member Column: values: seq<#IConvertible> * ?Keys: seq<'a1> * ?MultiKeys: seq<seq<'a1>> * ?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 'a1 :> IConvertible and 'a2 :> IConvertible and 'a4 :> IConvertible) + 1 overload
static member Contour: zData: seq<#seq<'a1>> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?X: seq<'a2> * ?MultiX: seq<seq<'a2>> * ?Y: seq<'a3> * ?MultiY: seq<seq<'a3>> * ?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 'a2 :> IConvertible and 'a3 :> 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>> * ?X: seq<'a2> * ?MultiX: seq<seq<'a2>> * ?Y: seq<'a3> * ?MultiY: seq<seq<'a3>> * ?Name: string * ?ShowLegend: bool * ?Opacity: float * ?XGap: int * ?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 'a2 :> IConvertible and 'a3 :> IConvertible and 'a4 :> IConvertible) + 1 overload
...
static member Chart.ParallelCoord: keyValues: seq<string * #seq<'b>> * ?Name: string * ?LineColor: Color * ?LineColorScale: StyleParam.Colorscale * ?ShowLineColorScale: bool * ?ReverseLineColorScale: bool * ?Line: Line * ?LabelAngle: int * ?LabelFont: Font * ?LabelSide: StyleParam.Side * ?RangeFont: Font * ?TickFont: Font * ?UseDefaults: bool -> GenericChart.GenericChart (requires 'b :> System.IConvertible)
static member Chart.ParallelCoord: dimensions: seq<TraceObjects.Dimension> * ?Name: string * ?LineColor: Color * ?LineColorScale: StyleParam.Colorscale * ?ShowLineColorScale: bool * ?ReverseLineColorScale: bool * ?Line: Line * ?LabelAngle: int * ?LabelFont: Font * ?LabelSide: StyleParam.Side * ?RangeFont: Font * ?TickFont: Font * ?UseDefaults: bool -> GenericChart.GenericChart
static member Chart.ParallelCoord: dimensions: seq<TraceObjects.Dimension> * ?Name: string * ?LineColor: Color * ?LineColorScale: StyleParam.Colorscale * ?ShowLineColorScale: bool * ?ReverseLineColorScale: bool * ?Line: Line * ?LabelAngle: int * ?LabelFont: Font * ?LabelSide: StyleParam.Side * ?RangeFont: Font * ?TickFont: Font * ?UseDefaults: bool -> GenericChart.GenericChart
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.fromString: c: string -> Color
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
namespace Plotly.NET.TraceObjects
namespace Deedle
val parcoordsStyled: GenericChart.GenericChart
val data: Frame<int,string>
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module Frame from Deedle
--------------------
type Frame = static member ReadCsv: location: string * hasHeaders: Nullable<bool> * inferTypes: Nullable<bool> * inferRows: Nullable<int> * schema: string * separators: string * culture: string * maxRows: Nullable<int> * missingValues: string[] * preferOptions: bool -> Frame<int,string> + 1 overload static member ReadReader: reader: IDataReader -> Frame<int,string> static member CustomExpanders: Dictionary<Type,Func<obj,seq<string * Type * obj>>> static member NonExpandableInterfaces: ResizeArray<Type> static member NonExpandableTypes: HashSet<Type>
--------------------
type Frame<'TRowKey,'TColumnKey (requires equality and equality)> = interface IDynamicMetaObjectProvider interface INotifyCollectionChanged interface IFrameFormattable 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 ...
--------------------
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 = static member ReadCsv: location: string * hasHeaders: Nullable<bool> * inferTypes: Nullable<bool> * inferRows: Nullable<int> * schema: string * separators: string * culture: string * maxRows: Nullable<int> * missingValues: string[] * preferOptions: bool -> Frame<int,string> + 1 overload static member ReadReader: reader: IDataReader -> Frame<int,string> static member CustomExpanders: Dictionary<Type,Func<obj,seq<string * Type * obj>>> static member NonExpandableInterfaces: ResizeArray<Type> static member NonExpandableTypes: HashSet<Type>
--------------------
type Frame<'TRowKey,'TColumnKey (requires equality and equality)> = interface IDynamicMetaObjectProvider interface INotifyCollectionChanged interface IFrameFormattable 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 ...
--------------------
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.ReadCsv: path: string * ?hasHeaders: bool * ?inferTypes: bool * ?inferRows: int * ?schema: string * ?separators: string * ?culture: string * ?maxRows: int * ?missingValues: string[] * ?preferOptions: bool -> Frame<int,string>
static member Frame.ReadCsv: stream: System.IO.Stream * ?hasHeaders: bool * ?inferTypes: bool * ?inferRows: int * ?schema: string * ?separators: string * ?culture: string * ?maxRows: int * ?missingValues: string[] * ?preferOptions: bool -> Frame<int,string>
static member Frame.ReadCsv: reader: System.IO.TextReader * ?hasHeaders: bool * ?inferTypes: bool * ?inferRows: int * ?schema: string * ?separators: string * ?culture: string * ?maxRows: int * ?missingValues: string[] * ?preferOptions: bool -> Frame<int,string>
static member Frame.ReadCsv: stream: System.IO.Stream * hasHeaders: System.Nullable<bool> * inferTypes: System.Nullable<bool> * inferRows: System.Nullable<int> * schema: string * separators: string * culture: string * maxRows: System.Nullable<int> * missingValues: string[] * preferOptions: System.Nullable<bool> -> Frame<int,string>
static member Frame.ReadCsv: location: string * hasHeaders: System.Nullable<bool> * inferTypes: System.Nullable<bool> * inferRows: System.Nullable<int> * schema: string * separators: string * culture: string * maxRows: System.Nullable<int> * missingValues: string[] * preferOptions: bool -> Frame<int,string>
static member Frame.ReadCsv: path: string * indexCol: string * ?hasHeaders: bool * ?inferTypes: bool * ?inferRows: int * ?schema: string * ?separators: string * ?culture: string * ?maxRows: int * ?missingValues: string[] * ?preferOptions: bool -> Frame<'R,string> (requires equality)
static member Frame.ReadCsv: stream: System.IO.Stream * ?hasHeaders: bool * ?inferTypes: bool * ?inferRows: int * ?schema: string * ?separators: string * ?culture: string * ?maxRows: int * ?missingValues: string[] * ?preferOptions: bool -> Frame<int,string>
static member Frame.ReadCsv: reader: System.IO.TextReader * ?hasHeaders: bool * ?inferTypes: bool * ?inferRows: int * ?schema: string * ?separators: string * ?culture: string * ?maxRows: int * ?missingValues: string[] * ?preferOptions: bool -> Frame<int,string>
static member Frame.ReadCsv: stream: System.IO.Stream * hasHeaders: System.Nullable<bool> * inferTypes: System.Nullable<bool> * inferRows: System.Nullable<int> * schema: string * separators: string * culture: string * maxRows: System.Nullable<int> * missingValues: string[] * preferOptions: System.Nullable<bool> -> Frame<int,string>
static member Frame.ReadCsv: location: string * hasHeaders: System.Nullable<bool> * inferTypes: System.Nullable<bool> * inferRows: System.Nullable<int> * schema: string * separators: string * culture: string * maxRows: System.Nullable<int> * missingValues: string[] * preferOptions: bool -> Frame<int,string>
static member Frame.ReadCsv: path: string * indexCol: string * ?hasHeaders: bool * ?inferTypes: bool * ?inferRows: int * ?schema: string * ?separators: string * ?culture: string * ?maxRows: int * ?missingValues: string[] * ?preferOptions: bool -> Frame<'R,string> (requires equality)
val dims: Dimension list
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type Dimension = inherit DynamicObj new: unit -> Dimension static member initParallel: ?ConstraintRange: Range * ?Label: #IConvertible * ?MultiSelect: bool * ?Name: string * ?Range: Range * ?TemplateItemName: string * ?TickFormat: TickMode * ?TickText: seq<#IConvertible> * ?Tickvals: seq<#IConvertible> * ?Values: seq<#IConvertible> * ?Visible: bool -> Dimension static member initSplom: ?AxisMatches: bool * ?AxisType: AxisType * ?Label: #IConvertible * ?Name: string * ?TemplateItemName: string * ?Values: seq<#IConvertible> * ?Visible: bool -> Dimension static member style: ?Label: #IConvertible * ?Name: string * ?TemplateItemName: string * ?Values: seq<#IConvertible> * ?Visible: bool * ?ConstraintRange: Range * ?MultiSelect: bool * ?Range: Range * ?TickFormat: TickMode * ?TickText: seq<#IConvertible> * ?Tickvals: seq<#IConvertible> * ?AxisMatches: bool * ?AxisType: AxisType -> (Dimension -> Dimension)
<summary> Dimensions type inherits from dynamic object </summary>
--------------------
new: unit -> Dimension
type Dimension = inherit DynamicObj new: unit -> Dimension static member initParallel: ?ConstraintRange: Range * ?Label: #IConvertible * ?MultiSelect: bool * ?Name: string * ?Range: Range * ?TemplateItemName: string * ?TickFormat: TickMode * ?TickText: seq<#IConvertible> * ?Tickvals: seq<#IConvertible> * ?Values: seq<#IConvertible> * ?Visible: bool -> Dimension static member initSplom: ?AxisMatches: bool * ?AxisType: AxisType * ?Label: #IConvertible * ?Name: string * ?TemplateItemName: string * ?Values: seq<#IConvertible> * ?Visible: bool -> Dimension static member style: ?Label: #IConvertible * ?Name: string * ?TemplateItemName: string * ?Values: seq<#IConvertible> * ?Visible: bool * ?ConstraintRange: Range * ?MultiSelect: bool * ?Range: Range * ?TickFormat: TickMode * ?TickText: seq<#IConvertible> * ?Tickvals: seq<#IConvertible> * ?AxisMatches: bool * ?AxisType: AxisType -> (Dimension -> Dimension)
<summary> Dimensions type inherits from dynamic object </summary>
--------------------
new: unit -> Dimension
static member Dimension.initParallel: ?ConstraintRange: StyleParam.Range * ?Label: #System.IConvertible * ?MultiSelect: bool * ?Name: string * ?Range: StyleParam.Range * ?TemplateItemName: string * ?TickFormat: StyleParam.TickMode * ?TickText: seq<#System.IConvertible> * ?Tickvals: seq<#System.IConvertible> * ?Values: seq<#System.IConvertible> * ?Visible: bool -> Dimension
val getCol: column: 'C -> frame: Frame<'R,'C> -> Series<'R,'V> (requires equality and equality)
Multiple items
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 ISeriesFormattable 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>> ...
--------------------
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 ISeriesFormattable 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>> ...
--------------------
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)
module StyleParam
from Plotly.NET
type Range =
| MinMax of IConvertible * IConvertible
| Values of IConvertible array
member Convert: unit -> obj
static member ofMinMax: min: #IConvertible * max: #IConvertible -> Range
static member ofValues: values: seq<#IConvertible> -> Range
static member convert: (Range -> obj)
<summary> Defines a Range between min and max value </summary>
<summary> Defines a Range between min and max value </summary>
union case StyleParam.Range.MinMax: System.IConvertible * System.IConvertible -> StyleParam.Range
val colors: Color
static member Color.fromColorScaleValues: c: seq<#System.IConvertible> -> Color
static member Chart.ParallelCoord: keyValues: seq<string * #seq<'b>> * ?Name: string * ?LineColor: Color * ?LineColorScale: StyleParam.Colorscale * ?ShowLineColorScale: bool * ?ReverseLineColorScale: bool * ?Line: Line * ?LabelAngle: int * ?LabelFont: Font * ?LabelSide: StyleParam.Side * ?RangeFont: Font * ?TickFont: Font * ?UseDefaults: bool -> GenericChart.GenericChart (requires 'b :> System.IConvertible)
static member Chart.ParallelCoord: dimensions: seq<Dimension> * ?Name: string * ?LineColor: Color * ?LineColorScale: StyleParam.Colorscale * ?ShowLineColorScale: bool * ?ReverseLineColorScale: bool * ?Line: Line * ?LabelAngle: int * ?LabelFont: Font * ?LabelSide: StyleParam.Side * ?RangeFont: Font * ?TickFont: Font * ?UseDefaults: bool -> GenericChart.GenericChart
static member Chart.ParallelCoord: dimensions: seq<Dimension> * ?Name: string * ?LineColor: Color * ?LineColorScale: StyleParam.Colorscale * ?ShowLineColorScale: bool * ?ReverseLineColorScale: bool * ?Line: Line * ?LabelAngle: int * ?LabelFont: Font * ?LabelSide: StyleParam.Side * ?RangeFont: Font * ?TickFont: Font * ?UseDefaults: bool -> GenericChart.GenericChart
type Colorscale =
| Custom of seq<float * Color>
| RdBu
| Earth
| Blackbody
| YIOrRd
| YIGnBu
| Bluered
| Portland
| Electric
| Jet
...
member Convert: unit -> obj
static member convert: (Colorscale -> obj)
<summary> The colorscale must be a collection containing a mapping of a normalized value (between 0.0 and 1.0) to it's color. At minimum, a mapping for the lowest (0.0) and highest (1.0) values are required. </summary>
<summary> The colorscale must be a collection containing a mapping of a normalized value (between 0.0 and 1.0) to it's color. At minimum, a mapping for the lowest (0.0) and highest (1.0) values are required. </summary>
union case StyleParam.Colorscale.Viridis: StyleParam.Colorscale