Header menu logo Plotly.NET

Choropleth maps

Binder  Script  Notebook

Summary: This example shows how to create choropleth map in F#.

Let's first create some data for the purpose of creating example charts:

open Plotly.NET

// Pure alcohol consumption among adults (age 15+) in 2010
let locations, z =
    [ ("Belarus", 17.5)
      ("Moldova", 16.8)
      ("Lithuania", 15.4)
      ("Russia", 15.1)
      ("Romania", 14.4)
      ("Ukraine", 13.9)
      ("Andorra", 13.8)
      ("Hungary", 13.3)
      ("Czech Republic", 13.)
      ("Slovakia", 13.)
      ("Portugal", 12.9)
      ("Serbia", 12.6)
      ("Grenada", 12.5)
      ("Poland", 12.5)
      ("Latvia", 12.3)
      ("Finland", 12.3)
      ("South Korea", 12.3)
      ("France", 12.2)
      ("Australia", 12.2)
      ("Croatia", 12.2)
      ("Ireland", 11.9)
      ("Luxembourg", 11.9)
      ("Germany", 11.8)
      ("Slovenia", 11.6)
      ("United Kingdom", 11.6)
      ("Denmark", 11.4)
      ("Bulgaria", 11.4)
      ("Spain", 11.2)
      ("Belgium", 11.)
      ("South Africa", 11.)
      ("New Zealand", 10.9)
      ("Gabon", 10.9)
      ("Namibia", 10.8)
      ("Switzerland", 10.7)
      ("Saint Lucia", 10.4)
      ("Austria", 10.3)
      ("Estonia", 10.3)
      ("Greece", 10.3)
      ("Kazakhstan", 10.3)
      ("Canada", 10.2)
      ("Nigeria", 10.1)
      ("Netherlands", 9.9)
      ("Uganda", 9.8)
      ("Rwanda", 9.8)
      ("Chile", 9.6)
      ("Argentina", 9.3)
      ("Burundi", 9.3)
      ("United States", 9.2)
      ("Cyprus", 9.2)
      ("Sweden", 9.2)
      ("Venezuela", 8.9)
      ("Paraguay", 8.8)
      ("Brazil", 8.7)
      ("Sierra Leone", 8.7)
      ("Montenegro", 8.7)
      ("Belize", 8.5)
      ("Cameroon", 8.4)
      ("Botswana", 8.4)
      ("Saint Kitts and Nevis", 8.2)
      ("Guyana", 8.1)
      ("Peru", 8.1)
      ("Panama", 8.)
      ("Niue", 8.)
      ("Palau", 7.9)
      ("Norway", 7.7)
      ("Tanzania", 7.7)
      ("Georgia", 7.7)
      ("Uruguay", 7.6)
      ("Angola", 7.5)
      ("Laos", 7.3)
      ("Japan", 7.2)
      ("Mexico", 7.2)
      ("Ecuador", 7.2)
      ("Dominica", 7.1)
      ("Iceland", 7.1)
      ("Thailand", 7.1)
      ("Bosnia and Herzegovina", 7.1)
      ("Sao Tome and Principe", 7.1)
      ("Malta", 7.)
      ("Albania", 7.)
      ("Bahamas", 6.9)
      ("Dominican Republic", 6.9)
      ("Mongolia", 6.9)
      ("Cape Verde", 6.9)
      ("Barbados", 6.8)
      ("Burkina Faso", 6.8)
      ("Italy", 6.7)
      ("Trinidad and Tobago", 6.7)
      ("China", 6.7)
      ("Macedonia", 6.7)
      ("Saint Vincent and the Grenadines", 6.6)
      ("Equatorial Guinea", 6.6)
      ("Suriname", 6.6)
      ("Vietnam", 6.6)
      ("Lesotho", 6.5)
      ("Haiti", 6.4)
      ("Cook Islands", 6.4)
      ("Colombia", 6.2)
      ("Ivory Coast", 6.)
      ("Bolivia", 5.9)
      ("Swaziland", 5.7)
      ("Zimbabwe", 5.7)
      ("Seychelles", 5.6)
      ("Cambodia", 5.5)
      ("Puerto Rico", 5.4)
      ("Netherlands Antilles", 5.4)
      ("Philippines", 5.4)
      ("Costa Rica", 5.4)
      ("Armenia", 5.3)
      ("Cuba", 5.2)
      ("Nicaragua", 5.)
      ("Jamaica", 4.9)
      ("Ghana", 4.8)
      ("Liberia", 4.7)
      ("Uzbekistan", 4.6)
      ("Chad", 4.4)
      ("United Arab Emirates", 4.3)
      ("Kyrgyzstan", 4.3)
      ("India", 4.3)
      ("Turkmenistan", 4.3)
      ("Kenya", 4.3)
      ("Ethiopia", 4.2)
      ("Honduras", 4.)
      ("Guinea-Bissau", 4.)
      ("Zambia", 4.)
      ("Republic of the Congo", 3.9)
      ("Guatemala", 3.8)
      ("Central African Republic", 3.8)
      ("North Korea", 3.7)
      ("Sri Lanka", 3.7)
      ("Mauritius", 3.6)
      ("Samoa", 3.6)
      ("Democratic Republic of the Congo", 3.6)
      ("Nauru", 3.5)
      ("Gambia", 3.4)
      ("Federated States of Micronesia", 3.3)
      ("El Salvador", 3.2)
      ("Fiji", 3.)
      ("Papua New Guinea", 3.)
      ("Kiribati", 3.)
      ("Tajikistan", 2.8)
      ("Israel", 2.8)
      ("Sudan", 2.7)
      ("Malawi", 2.5)
      ("Lebanon", 2.4)
      ("Azerbaijan", 2.3)
      ("Mozambique", 2.3)
      ("Togo", 2.3)
      ("Nepal", 2.2)
      ("Brunei", 2.1)
      ("Benin", 2.1)
      ("Singapore", 2.)
      ("Turkey", 2.)
      ("Madagascar", 1.8)
      ("Solomon Islands", 1.7)
      ("Tonga", 1.6)
      ("Tunisia", 1.5)
      ("Tuvalu", 1.5)
      ("Qatar", 1.5)
      ("Vanuatu", 1.4)
      ("Djibouti", 1.3)
      ("Malaysia", 1.3)
      ("Syria", 1.2)
      ("Maldives", 1.2)
      ("Mali", 1.1)
      ("Eritrea", 1.1)
      ("Algeria", 1.)
      ("Iran", 1.)
      ("Oman", 0.9)
      ("Brunei", 0.9)
      ("Morocco", 0.9)
      ("Jordan", 0.7)
      ("Bhutan", 0.7)
      ("Guinea", 0.7)
      ("Burma", 0.7)
      ("Afghanistan", 0.7)
      ("Senegal", 0.6)
      ("Indonesia", 0.6)
      ("Timor-Leste", 0.6)
      ("Iraq", 0.5)
      ("Somalia", 0.5)
      ("Egypt", 0.4)
      ("Niger", 0.3)
      ("Yemen", 0.3)
      ("Comoros", 0.2)
      ("Saudi Arabia", 0.2)
      ("Bangladesh", 0.2)
      ("Kuwait", 0.1)
      ("Libya", 0.1)
      ("Mauritania", 0.1)
      ("Pakistan", 0.1) ]
    |> List.unzip

Choropleth Maps display divided geographical areas or regions that are coloured, shaded or patterned in relation to a data variable. This provides a way to visualise values over a geographical area, which can show variation or patterns across the displayed location.

let choroplethMap1 =
    Chart.ChoroplethMap(locations = locations, z = z, LocationMode = StyleParam.LocationFormat.CountryNames)

Map styling

you can access various map styles via Chart.withGeoStyle, such as the projection type, lake/ocean color, and so on.

open Plotly.NET.LayoutObjects

let choroplethMap2 =
    Chart.ChoroplethMap(locations = locations, z = z, LocationMode = StyleParam.LocationFormat.CountryNames)
    |> Chart.withGeoStyle (
        Projection = GeoProjection.init (projectionType = StyleParam.GeoProjectionType.Mollweide),
        ShowLakes = true,
        ShowOcean = true,
        OceanColor = Color.fromString "lightblue",
        ShowRivers = true
    )
    |> Chart.withColorBarStyle (TitleText = "Alcohol consumption[l/y]", Len = 0.5)

Using GeoJSON

GeoJSON is an open standard format designed for representing simple geographical features, along with their non-spatial attributes.

GeoJSON, or at least the type of GeoJSON accepted by plotly.js are FeatureCollections. A feature has for example the geometry field, which defines e.g. the coordinates of it (think for example the coordinates of a polygon on the map) and the properties field, a key-value pair of properties of the feature.

If you want to use GeoJSON with Plotly.NET (or any plotly flavor really), you have to know the property of the feature you are mapping your data to. In the following example, this is simply the id of a feature, but you can access any property by property.key.

Consider the following GeoJSON:

// we are using the awesome FSharp.Data project here to perform a http request
open Newtonsoft.Json
open System.IO

let geoJson =
    (__SOURCE_DIRECTORY__ + "/../data/geojson-counties-fips.json")
    |> File.ReadAllText
    |> JsonConvert.DeserializeObject // the easiest way to use the GeoJSON object is deserializing the JSON string.

It looks like this:

{
    "type": "FeatureCollection", 
    "features": [{
        "type": "Feature", 
        "properties": {
            "GEO_ID": "0500000US01001", 
            "STATE": "01", 
            "COUNTY": "001", 
            "NAME": "Autauga", 
            "LSAD": "County", 
            "CENSUSAREA": 594.436
        }, 
        "geometry": {
            "type": "Polygon", 
            "coordinates": [[[-86.496774, 32.344437], [-86.717897, 32.402814], [-86.814912, 32.340803], [-86.890581, 32.502974], [-86.917595, 32.664169], [-86.71339, 32.661732], [-86.714219, 32.705694], [-86.413116, 32.707386], [-86.411172, 32.409937], [-86.496774, 32.344437]]]
        },
        "id": "01001"
    }, ... MANY more features.

It basically contains all US counties as polygons on the map. Note that the id property corresponds to the fips code.

To visualize some data using these counties as locations on a choropleth map, we need some example data:

// we use the awesome Deedle data frame library to parse and extract our location and z data

open Deedle

let data =
    __SOURCE_DIRECTORY__ + "/../data/fips-unemp-16.csv"
    |> fun csv -> Frame.ReadCsv(csv, true, separators = ",", schema = "fips=string,unemp=float")

The data looks like this:

data.Print()

fips  unemp 
0    -> 01001 5.3   
1    -> 01003 5.4   
2    -> 01005 8.6   
3    -> 01007 6.6   
4    -> 01009 5.5   
5    -> 01011 7.2   
6    -> 01013 7.1   
7    -> 01015 6.7   
8    -> 01017 5.5   
9    -> 01019 5.2   
10   -> 01021 5.6   
11   -> 01023 8.9   
12   -> 01025 11.1  
13   -> 01027 6.2   
14   -> 01029 6.1   
:       ...   ...   
3204 -> 72125 15.1  
3205 -> 72127 7.9   
3206 -> 72129 12.6  
3207 -> 72131 18.9  
3208 -> 72133 16.8  
3209 -> 72135 8.4   
3210 -> 72137 8.9   
3211 -> 72139 7.2   
3212 -> 72141 15.5  
3213 -> 72143 11.6  
3214 -> 72145 13.9  
3215 -> 72147 10.6  
3216 -> 72149 20.2  
3217 -> 72151 16.9  
3218 -> 72153 18.8

As the data contains the fips code and associated unemployment data, we can use the fips codes as locations and the unemployment as z data:

let locationsGeoJSON: string[] =
    data |> Frame.getCol "fips" |> Series.values |> Array.ofSeq

let zGeoJSON: int[] = data |> Frame.getCol "unemp" |> Series.values |> Array.ofSeq

And finally put together the chart using GeoJSON:

let choroplethGeoJSON =
    Chart.ChoroplethMap(
        locations = locationsGeoJSON,
        z = zGeoJSON,
        LocationMode = StyleParam.LocationFormat.GeoJson_Id,
        GeoJson = geoJson,
        FeatureIdKey = "id"
    )
    |> Chart.withGeo (
        Geo.init (
            Scope = StyleParam.GeoScope.NorthAmerica,
            Projection = GeoProjection.init (StyleParam.GeoProjectionType.AzimuthalEqualArea),
            ShowLand = true,
            LandColor = Color.fromString "lightgrey"
        )
    )
    |> Chart.withSize (800., 800.)
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>
val mutable DefaultDisplayOptions: DisplayOptions
Multiple items
type DisplayOptions = inherit DynamicObj new: unit -> DisplayOptions static member addAdditionalHeadTags: additionalHeadTags: XmlNode list -> (DisplayOptions -> DisplayOptions) static member addChartDescription: description: XmlNode list -> (DisplayOptions -> DisplayOptions) static member combine: first: DisplayOptions -> second: DisplayOptions -> DisplayOptions static member getAdditionalHeadTags: displayOpts: DisplayOptions -> XmlNode list static member getChartDescription: displayOpts: DisplayOptions -> XmlNode list static member getDocumentCharset: displayOpts: DisplayOptions -> string static member getDocumentDescription: displayOpts: DisplayOptions -> string static member getDocumentFavicon: displayOpts: DisplayOptions -> XmlNode ...

--------------------
new: unit -> DisplayOptions
static member DisplayOptions.init: [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?DocumentTitle: string * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?DocumentCharset: string * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?DocumentDescription: string * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?DocumentFavicon: Giraffe.ViewEngine.HtmlElements.XmlNode * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?AdditionalHeadTags: Giraffe.ViewEngine.HtmlElements.XmlNode list * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ChartDescription: Giraffe.ViewEngine.HtmlElements.XmlNode list * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?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>
union case PlotlyJSReference.NoReference: PlotlyJSReference
val locations: string list
val z: float list
Multiple items
module List from Microsoft.FSharp.Collections

--------------------
type List<'T> = | op_Nil | op_ColonColon of Head: 'T * Tail: 'T list interface IReadOnlyList<'T> interface IReadOnlyCollection<'T> interface IEnumerable interface IEnumerable<'T> member GetReverseIndex: rank: int * offset: int -> int member GetSlice: startIndex: int option * endIndex: int option -> 'T list static member Cons: head: 'T * tail: 'T list -> 'T list member Head: 'T member IsEmpty: bool member Item: index: int -> 'T with get ...
val unzip: list: ('T1 * 'T2) list -> 'T1 list * 'T2 list
val choroplethMap1: GenericChart
type Chart = static member AnnotatedHeatmap: zData: #('b seq) seq * annotationText: #(string seq) seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Name: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLegend: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Opacity: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?X: 'd seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiX: 'd seq seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?XGap: int * [<Optional; DefaultParameterValue ((null :> obj))>] ?Y: 'e seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiY: 'e seq seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?YGap: int * [<Optional; DefaultParameterValue ((null :> obj))>] ?Text: 'f * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiText: 'f seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?ColorBar: ColorBar * [<Optional; DefaultParameterValue ((null :> obj))>] ?ColorScale: Colorscale * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowScale: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?ReverseScale: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?ZSmooth: SmoothAlg * [<Optional; DefaultParameterValue ((null :> obj))>] ?Transpose: bool * [<Optional; DefaultParameterValue ((false :> obj))>] ?UseWebGL: bool * [<Optional; DefaultParameterValue ((false :> obj))>] ?ReverseYAxis: bool * [<Optional; DefaultParameterValue ((true :> obj))>] ?UseDefaults: bool -> GenericChart (requires 'b :> IConvertible and 'd :> IConvertible and 'e :> IConvertible and 'f :> IConvertible) + 1 overload static member Area: x: #IConvertible seq * y: #IConvertible seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowMarkers: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Name: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLegend: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Opacity: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiOpacity: float seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Text: 'c * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiText: 'c seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?TextPosition: TextPosition * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiTextPosition: TextPosition seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerColorScale: Colorscale * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerOutline: Line * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerSymbol: MarkerSymbol * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiMarkerSymbol: MarkerSymbol seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Marker: Marker * [<Optional; DefaultParameterValue ((null :> obj))>] ?LineColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?LineColorScale: Colorscale * [<Optional; DefaultParameterValue ((null :> obj))>] ?LineWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?LineDash: DrawingStyle * [<Optional; DefaultParameterValue ((null :> obj))>] ?Line: Line * [<Optional; DefaultParameterValue ((null :> obj))>] ?AlignmentGroup: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?OffsetGroup: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?StackGroup: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?Orientation: Orientation * [<Optional; DefaultParameterValue ((null :> obj))>] ?GroupNorm: GroupNorm * [<Optional; DefaultParameterValue ((null :> obj))>] ?FillColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?FillPatternShape: PatternShape * [<Optional; DefaultParameterValue ((null :> obj))>] ?FillPattern: Pattern * [<Optional; DefaultParameterValue ((false :> obj))>] ?UseWebGL: bool * [<Optional; DefaultParameterValue ((true :> obj))>] ?UseDefaults: bool -> GenericChart (requires 'c :> IConvertible) + 1 overload static member Bar: values: #IConvertible seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Keys: 'b seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiKeys: 'b seq seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Name: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLegend: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Opacity: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiOpacity: float seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Text: 'c * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiText: 'c seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerColorScale: Colorscale * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerOutline: Line * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerPatternShape: PatternShape * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiMarkerPatternShape: PatternShape seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerPattern: Pattern * [<Optional; DefaultParameterValue ((null :> obj))>] ?Marker: Marker * [<Optional; DefaultParameterValue ((null :> obj))>] ?Base: #IConvertible * [<Optional; DefaultParameterValue ((null :> obj))>] ?Width: 'e * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiWidth: 'e seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?TextPosition: TextPosition * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiTextPosition: TextPosition seq * [<Optional; DefaultParameterValue ((true :> obj))>] ?UseDefaults: bool -> GenericChart (requires 'b :> IConvertible and 'c :> IConvertible and 'e :> IConvertible) + 1 overload static member BoxPlot: [<Optional; DefaultParameterValue ((null :> obj))>] ?X: 'a seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiX: 'a seq seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Y: 'b seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiY: 'b seq seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Name: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLegend: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Text: 'c * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiText: 'c seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?FillColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?Marker: Marker * [<Optional; DefaultParameterValue ((null :> obj))>] ?Opacity: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?WhiskerWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?BoxPoints: BoxPoints * [<Optional; DefaultParameterValue ((null :> obj))>] ?BoxMean: BoxMean * [<Optional; DefaultParameterValue ((null :> obj))>] ?Jitter: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?PointPos: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?Orientation: Orientation * [<Optional; DefaultParameterValue ((null :> obj))>] ?OutlineColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?OutlineWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?Outline: Line * [<Optional; DefaultParameterValue ((null :> obj))>] ?AlignmentGroup: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?OffsetGroup: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?Notched: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?NotchWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?QuartileMethod: QuartileMethod * [<Optional; DefaultParameterValue ((null :> obj))>] ?SizeMode: BoxSizeMode * [<Optional; DefaultParameterValue ((true :> obj))>] ?UseDefaults: bool -> GenericChart (requires 'a :> IConvertible and 'b :> IConvertible and 'c :> IConvertible) + 2 overloads static member Bubble: x: #IConvertible seq * y: #IConvertible seq * sizes: int seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Name: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLegend: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Opacity: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiOpacity: float seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Text: 'c * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiText: 'c seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?TextPosition: TextPosition * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiTextPosition: TextPosition seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerColorScale: Colorscale * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerOutline: Line * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerSymbol: MarkerSymbol * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiMarkerSymbol: MarkerSymbol seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Marker: Marker * [<Optional; DefaultParameterValue ((null :> obj))>] ?LineColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?LineColorScale: Colorscale * [<Optional; DefaultParameterValue ((null :> obj))>] ?LineWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?LineDash: DrawingStyle * [<Optional; DefaultParameterValue ((null :> obj))>] ?Line: Line * [<Optional; DefaultParameterValue ((null :> obj))>] ?AlignmentGroup: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?OffsetGroup: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?StackGroup: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?Orientation: Orientation * [<Optional; DefaultParameterValue ((null :> obj))>] ?GroupNorm: GroupNorm * [<Optional; DefaultParameterValue ((false :> obj))>] ?UseWebGL: bool * [<Optional; DefaultParameterValue ((true :> obj))>] ?UseDefaults: bool -> GenericChart (requires 'c :> IConvertible) + 1 overload static member Candlestick: ``open`` : #IConvertible seq * high: #IConvertible seq * low: #IConvertible seq * close: #IConvertible seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?X: 'e seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiX: 'e seq seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Name: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLegend: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Opacity: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?Text: 'f * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiText: 'f seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Line: Line * [<Optional; DefaultParameterValue ((null :> obj))>] ?IncreasingColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?Increasing: FinanceMarker * [<Optional; DefaultParameterValue ((null :> obj))>] ?DecreasingColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?Decreasing: FinanceMarker * [<Optional; DefaultParameterValue ((null :> obj))>] ?WhiskerWidth: float * [<Optional; DefaultParameterValue ((true :> obj))>] ?ShowXAxisRangeSlider: bool * [<Optional; DefaultParameterValue ((true :> obj))>] ?UseDefaults: bool -> GenericChart (requires 'e :> IConvertible and 'f :> IConvertible) + 2 overloads static member Column: values: #IConvertible seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Keys: 'b seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiKeys: 'b seq seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Name: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLegend: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Opacity: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiOpacity: float seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Text: 'c * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiText: 'c seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerColorScale: Colorscale * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerOutline: Line * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerPatternShape: PatternShape * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiMarkerPatternShape: PatternShape seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerPattern: Pattern * [<Optional; DefaultParameterValue ((null :> obj))>] ?Marker: Marker * [<Optional; DefaultParameterValue ((null :> obj))>] ?Base: #IConvertible * [<Optional; DefaultParameterValue ((null :> obj))>] ?Width: 'e * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiWidth: 'e seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?TextPosition: TextPosition * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiTextPosition: TextPosition seq * [<Optional; DefaultParameterValue ((true :> obj))>] ?UseDefaults: bool -> GenericChart (requires 'b :> IConvertible and 'c :> IConvertible and 'e :> IConvertible) + 1 overload static member Contour: zData: #('b seq) seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Name: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLegend: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Opacity: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?X: 'c seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiX: 'c seq seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Y: 'd seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiY: 'd seq seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Text: 'e * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiText: 'e seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?ColorBar: ColorBar * [<Optional; DefaultParameterValue ((null :> obj))>] ?ColorScale: Colorscale * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowScale: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?ReverseScale: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Transpose: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?ContourLinesColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?ContourLinesDash: DrawingStyle * [<Optional; DefaultParameterValue ((null :> obj))>] ?ContourLinesSmoothing: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?ContourLinesWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?ContourLines: Line * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowContourLines: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?ContoursColoring: ContourColoring * [<Optional; DefaultParameterValue ((null :> obj))>] ?ContoursOperation: ConstraintOperation * [<Optional; DefaultParameterValue ((null :> obj))>] ?ContoursType: ContourType * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowContoursLabels: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?ContoursLabelFont: Font * [<Optional; DefaultParameterValue ((null :> obj))>] ?ContoursStart: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?ContoursEnd: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?Contours: Contours * [<Optional; DefaultParameterValue ((null :> obj))>] ?FillColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?NContours: int * [<Optional; DefaultParameterValue ((true :> obj))>] ?UseDefaults: bool -> GenericChart (requires 'b :> IConvertible and 'c :> IConvertible and 'd :> IConvertible and 'e :> IConvertible) static member Funnel: x: #IConvertible seq * y: #IConvertible seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Name: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLegend: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Opacity: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?Width: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?Offset: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?Text: 'c * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiText: 'c seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?TextPosition: TextPosition * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiTextPosition: TextPosition seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Orientation: Orientation * [<Optional; DefaultParameterValue ((null :> obj))>] ?AlignmentGroup: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?OffsetGroup: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?MarkerOutline: Line * [<Optional; DefaultParameterValue ((null :> obj))>] ?Marker: Marker * [<Optional; DefaultParameterValue ((null :> obj))>] ?TextInfo: TextInfo * [<Optional; DefaultParameterValue ((null :> obj))>] ?ConnectorLineColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?ConnectorLineStyle: DrawingStyle * [<Optional; DefaultParameterValue ((null :> obj))>] ?ConnectorFillColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?ConnectorLine: Line * [<Optional; DefaultParameterValue ((null :> obj))>] ?Connector: FunnelConnector * [<Optional; DefaultParameterValue ((null :> obj))>] ?InsideTextFont: Font * [<Optional; DefaultParameterValue ((null :> obj))>] ?OutsideTextFont: Font * [<Optional; DefaultParameterValue ((true :> obj))>] ?UseDefaults: bool -> GenericChart (requires 'c :> IConvertible) static member Heatmap: zData: #('b seq) seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?X: 'c seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiX: 'c seq seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Y: 'd seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiY: 'd seq seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?Name: string * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLegend: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Opacity: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?XGap: int * [<Optional; DefaultParameterValue ((null :> obj))>] ?YGap: int * [<Optional; DefaultParameterValue ((null :> obj))>] ?Text: 'e * [<Optional; DefaultParameterValue ((null :> obj))>] ?MultiText: 'e seq * [<Optional; DefaultParameterValue ((null :> obj))>] ?ColorBar: ColorBar * [<Optional; DefaultParameterValue ((null :> obj))>] ?ColorScale: Colorscale * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowScale: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?ReverseScale: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?ZSmooth: SmoothAlg * [<Optional; DefaultParameterValue ((null :> obj))>] ?Transpose: bool * [<Optional; DefaultParameterValue ((false :> obj))>] ?UseWebGL: bool * [<Optional; DefaultParameterValue ((false :> obj))>] ?ReverseYAxis: bool * [<Optional; DefaultParameterValue ((true :> obj))>] ?UseDefaults: bool -> GenericChart (requires 'b :> IConvertible and 'c :> IConvertible and 'd :> IConvertible and 'e :> IConvertible) + 1 overload ...
static member Chart.ChoroplethMap: locations: string seq * z: #System.IConvertible seq * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Name: string * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowLegend: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?GeoJson: obj * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?FeatureIdKey: string * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Text: 'b * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?MultiText: 'b seq * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ColorBar: ColorBar * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ColorScale: StyleParam.Colorscale * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowScale: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ReverseScale: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?LocationMode: StyleParam.LocationFormat * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((true :> obj))>] ?UseDefaults: bool -> GenericChart (requires 'b :> System.IConvertible)
argument z: float seq
<summary> Creates a choropleth map using plotly's base geo map. A choropleth map is a type of thematic map in which a set of pre-defined areas is colored or patterned in proportion to a statistical variable that represents an aggregate summary of a geographic characteristic within each area, such as population density or per-capita income. </summary>
<param name="locations">Sets the locations which will be colored. See LocationMode for more info.</param>
<param name="z">The color values for each location</param>
<param name="Name">Sets the trace name. The trace name appear as the legend item and on hover.</param>
<param name="ShowLegend">Determines whether or not an item corresponding to this trace is shown in the legend.</param>
<param name="GeoJson">Sets optional GeoJSON data associated with this trace. If not given, the features on the base map are used. It can be set as a valid GeoJSON object or as a URL string. Note that we only accept GeoJSONs of type "FeatureCollection" or "Feature" with geometries of type "Polygon" or "MultiPolygon".</param>
<param name="FeatureIdKey">Sets the key in GeoJSON features which is used as id to match the items included in the `locations` array. Only has an effect when `geojson` is set. Support nested property, for example "properties.name".</param>
<param name="Text">Sets the text elements associated with each location.</param>
<param name="MultiText">Sets the text elements associated with each location.</param>
<param name="ColorBar">Sets the colorbar.</param>
<param name="ColorScale">Sets the colorscale.</param>
<param name="ShowScale">Determines whether or not a colorbar is displayed for this trace.</param>
<param name="ReverseScale">Reverses the color mapping if true.</param>
<param name="LocationMode">Determines the set of locations used to match entries in `locations` to regions on the map. Values "ISO-3", "USA-states", "country names" correspond to features on the base map and value "geojson-id" corresponds to features from a custom GeoJSON linked to the `geojson` attribute.</param>
<param name="UseDefaults">If set to false, ignore the global default settings set in `Defaults`</param>
module StyleParam from Plotly.NET
type LocationFormat = | CountryNames | ISO_3 | USA_states | GeoJson_Id member Convert: unit -> obj override ToString: unit -> string static member convert: (LocationFormat -> obj) static member toString: (LocationFormat -> string)
<summary> Determines the set of locations used to match entries in `locations` to regions on the map. Default: ISO-3 </summary>
union case StyleParam.LocationFormat.CountryNames: StyleParam.LocationFormat
type GenericChart = | Chart of data: Trace * layout: Layout * config: Config * displayOpts: DisplayOptions | MultiChart of data: Trace list * layout: Layout * config: Config * displayOpts: DisplayOptions static member addConfig: config: Config -> gChart: GenericChart -> GenericChart static member addDisplayOptions: displayOpts: DisplayOptions -> gChart: GenericChart -> GenericChart static member addLayout: layout: Layout -> gChart: GenericChart -> GenericChart static member combine: gCharts: GenericChart seq -> GenericChart static member countTrace: gChart: GenericChart -> int static member existsTrace: predicate: (Trace -> bool) -> gChart: GenericChart -> bool static member fromChartDTO: dto: ChartDTO -> GenericChart static member fromFigure: fig: Figure -> GenericChart static member getConfig: gChart: GenericChart -> Config static member getDisplayOptions: gChart: GenericChart -> DisplayOptions ...
<summary> The central type that gets created by all Chart constructors is GenericChart, which itself represents either a single chart or a multi chart (as a Discriminate Union type). A GenericChart consists of four top level objects: Trace (multiple of those in the case of a MultiChart), Layout, Config, and DisplayOptions. - `Trace` is in principle the representation of a dataset on a chart, including for example the data itself, color and shape of the visualization, etc. - `Layout` is everything of the chart that is not dataset specific - e.g. the shape and style of axes, the chart title, etc. - `Config` is an object that configures high level properties of the chart like making all chart elements editable or the tool bar on top - `DisplayOptions` is an object that contains meta information about how the html document that contains the chart. </summary>
static member GenericChart.toChartHTML: gChart: GenericChart -> string
namespace Plotly.NET.LayoutObjects
val choroplethMap2: GenericChart
static member Chart.withGeoStyle: [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?FitBounds: StyleParam.GeoFitBounds * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Resolution: StyleParam.GeoResolution * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Scope: StyleParam.GeoScope * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Projection: GeoProjection * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Center: (float * float) * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Visible: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Domain: Domain * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowCoastLines: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?CoastLineColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?CoastLineWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowLand: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?LandColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowOcean: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?OceanColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowLakes: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?LakeColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowRivers: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?RiverColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?RiverWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowCountries: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?CountryColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?CountryWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowSubunits: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?SubunitColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?SubunitWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowFrame: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?FrameColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?FrameWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?BgColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?LatAxis: LinearAxis * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?LonAxis: LinearAxis * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Id: int -> (GenericChart -> GenericChart)
Multiple items
type GeoProjection = inherit DynamicObj new: unit -> GeoProjection static member init: projectionType: GeoProjectionType * [<Optional; DefaultParameterValue ((null :> obj))>] ?Rotation: GeoProjectionRotation * [<Optional; DefaultParameterValue ((null :> obj))>] ?Parallels: (float * float) * [<Optional; DefaultParameterValue ((null :> obj))>] ?Scale: float -> GeoProjection static member style: projectionType: GeoProjectionType * [<Optional; DefaultParameterValue ((null :> obj))>] ?Rotation: GeoProjectionRotation * [<Optional; DefaultParameterValue ((null :> obj))>] ?Parallels: (float * float) * [<Optional; DefaultParameterValue ((null :> obj))>] ?Scale: float -> (GeoProjection -> GeoProjection)
<summary>Determines the map projection in geo traces.</summary>

--------------------
new: unit -> GeoProjection
static member GeoProjection.init: projectionType: StyleParam.GeoProjectionType * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Rotation: GeoProjectionRotation * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Parallels: (float * float) * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Scale: float -> GeoProjection
type GeoProjectionType = | Airy | Aitoff | Albers | AlbersUSA | August | AzimuthalEqualArea | AzimuthalEquidistant | Baker | Bertin1953 | Boggs ... member Convert: unit -> obj override ToString: unit -> string static member convert: (GeoProjectionType -> obj) static member toString: (GeoProjectionType -> string)
union case StyleParam.GeoProjectionType.Mollweide: StyleParam.GeoProjectionType
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: #IConvertible seq -> Color static member fromColors: c: Color seq -> 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>
static member Color.fromString: c: string -> Color
static member Chart.withColorBarStyle: [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TitleText: string * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TitleFont: Font * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TitleStandoff: int * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Title: Title * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?BGColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?BorderColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?BorderWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?DTick: System.IConvertible * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ExponentFormat: StyleParam.ExponentFormat * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?LabelAlias: DynamicObj.DynamicObj * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Len: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?LenMode: StyleParam.UnitMode * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?MinExponent: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?NTicks: int * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Orientation: StyleParam.Orientation * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?OutlineColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?OutlineWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?SeparateThousands: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowExponent: StyleParam.ShowExponent * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowTickLabels: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowTickPrefix: StyleParam.ShowTickOption * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowTickSuffix: StyleParam.ShowTickOption * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Thickness: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ThicknessMode: StyleParam.UnitMode * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Tick0: System.IConvertible * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickAngle: int * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickFont: Font * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickFormat: string * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickFormatStops: TickFormatStop seq * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickLabelOverflow: StyleParam.TickLabelOverflow * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickLabelPosition: StyleParam.TickLabelPosition * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickLabelStep: int * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickLen: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickMode: StyleParam.TickMode * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickPrefix: string * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Ticks: StyleParam.TickOptions * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickSuffix: string * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickText: #System.IConvertible seq * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickVals: #System.IConvertible seq * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?TickWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?X: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?XAnchor: StyleParam.HorizontalAlign * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?XPad: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?XRef: string * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Y: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?YAnchor: StyleParam.VerticalAlign * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?YPad: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?YRef: string -> (GenericChart -> GenericChart)
namespace Newtonsoft
namespace Newtonsoft.Json
namespace System
namespace System.IO
val geoJson: obj
type File = static member AppendAllLines: path: string * contents: IEnumerable<string> -> unit + 1 overload static member AppendAllLinesAsync: path: string * contents: IEnumerable<string> * encoding: Encoding * ?cancellationToken: CancellationToken -> Task + 1 overload static member AppendAllText: path: string * contents: string -> unit + 1 overload static member AppendAllTextAsync: path: string * contents: string * encoding: Encoding * ?cancellationToken: CancellationToken -> Task + 1 overload static member AppendText: path: string -> StreamWriter static member Copy: sourceFileName: string * destFileName: string -> unit + 1 overload static member Create: path: string -> FileStream + 2 overloads static member CreateSymbolicLink: path: string * pathToTarget: string -> FileSystemInfo static member CreateText: path: string -> StreamWriter static member Decrypt: path: string -> unit ...
<summary>Provides static methods for the creation, copying, deletion, moving, and opening of a single file, and aids in the creation of <see cref="T:System.IO.FileStream" /> objects.</summary>
File.ReadAllText(path: string) : string
File.ReadAllText(path: string, encoding: System.Text.Encoding) : string
type JsonConvert = static member DeserializeAnonymousType<'T> : value: string * anonymousTypeObject: 'T -> 'T + 1 overload static member DeserializeObject: value: string -> obj + 7 overloads static member DeserializeXNode: value: string -> XDocument + 3 overloads static member DeserializeXmlNode: value: string -> XmlDocument + 3 overloads static member PopulateObject: value: string * target: obj -> unit + 1 overload static member SerializeObject: value: obj -> string + 7 overloads static member SerializeXNode: node: XObject -> string + 2 overloads static member SerializeXmlNode: node: XmlNode -> string + 2 overloads static member ToString: value: DateTime -> string + 24 overloads static val False: string ...
<summary> Provides methods for converting between .NET types and JSON types. </summary>
<example><code lang="cs" source="..\Src\Newtonsoft.Json.Tests\Documentation\SerializationTests.cs" region="SerializeObject" title="Serializing and Deserializing JSON with JsonConvert" /></example>
JsonConvert.DeserializeObject<'T>(value: string) : 'T
JsonConvert.DeserializeObject(value: string) : obj
JsonConvert.DeserializeObject<'T>(value: string, settings: JsonSerializerSettings) : 'T
JsonConvert.DeserializeObject<'T>(value: string, [<System.ParamArray>] converters: JsonConverter array) : 'T
JsonConvert.DeserializeObject(value: string, ``type`` : System.Type) : obj
JsonConvert.DeserializeObject(value: string, settings: JsonSerializerSettings) : obj
JsonConvert.DeserializeObject(value: string, ``type`` : System.Type, settings: JsonSerializerSettings) : obj
JsonConvert.DeserializeObject(value: string, ``type`` : System.Type, [<System.ParamArray>] converters: JsonConverter array) : obj
namespace Deedle
val data: Frame<int,string>
val csv: string
Multiple items
module Frame from Deedle

--------------------
type Frame = static member ReadCsv: location: string * [<Optional>] hasHeaders: Nullable<bool> * [<Optional>] inferTypes: Nullable<bool> * [<Optional>] inferRows: Nullable<int> * [<Optional>] schema: string * [<Optional>] separators: string * [<Optional>] culture: string * [<Optional>] maxRows: Nullable<int> * [<Optional>] missingValues: string array * [<Optional>] preferOptions: bool -> Frame<int,string> + 1 overload static member ReadReader: reader: IDataReader -> Frame<int,string> static member CustomExpanders: Dictionary<Type,Func<obj,(string * Type * obj) seq>> 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: 'V seq -> unit + 3 overloads member AggregateRowsBy: groupBy: 'TColumnKey seq * aggBy: 'TColumnKey seq * 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: 'TColumnKey seq * columns: ISeries<'TRowKey> seq -> 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 array * ?preferOptions: bool -> Frame<int,string>
static member Frame.ReadCsv: stream: Stream * ?hasHeaders: bool * ?inferTypes: bool * ?inferRows: int * ?schema: string * ?separators: string * ?culture: string * ?maxRows: int * ?missingValues: string array * ?preferOptions: bool -> Frame<int,string>
static member Frame.ReadCsv: reader: TextReader * ?hasHeaders: bool * ?inferTypes: bool * ?inferRows: int * ?schema: string * ?separators: string * ?culture: string * ?maxRows: int * ?missingValues: string array * ?preferOptions: bool -> Frame<int,string>
static member Frame.ReadCsv: stream: Stream * [<System.Runtime.InteropServices.Optional>] hasHeaders: System.Nullable<bool> * [<System.Runtime.InteropServices.Optional>] inferTypes: System.Nullable<bool> * [<System.Runtime.InteropServices.Optional>] inferRows: System.Nullable<int> * [<System.Runtime.InteropServices.Optional>] schema: string * [<System.Runtime.InteropServices.Optional>] separators: string * [<System.Runtime.InteropServices.Optional>] culture: string * [<System.Runtime.InteropServices.Optional>] maxRows: System.Nullable<int> * [<System.Runtime.InteropServices.Optional>] missingValues: string array * [<System.Runtime.InteropServices.Optional>] preferOptions: System.Nullable<bool> -> Frame<int,string>
static member Frame.ReadCsv: location: string * [<System.Runtime.InteropServices.Optional>] hasHeaders: System.Nullable<bool> * [<System.Runtime.InteropServices.Optional>] inferTypes: System.Nullable<bool> * [<System.Runtime.InteropServices.Optional>] inferRows: System.Nullable<int> * [<System.Runtime.InteropServices.Optional>] schema: string * [<System.Runtime.InteropServices.Optional>] separators: string * [<System.Runtime.InteropServices.Optional>] culture: string * [<System.Runtime.InteropServices.Optional>] maxRows: System.Nullable<int> * [<System.Runtime.InteropServices.Optional>] missingValues: string array * [<System.Runtime.InteropServices.Optional>] 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 array * ?preferOptions: bool -> Frame<'R,string> (requires equality)
static member FrameExtensions.Print: frame: Frame<'K,'V> -> unit (requires equality and equality)
static member FrameExtensions.Print: frame: Frame<'K,'V> * printTypes: bool -> unit (requires equality and equality)
val locationsGeoJSON: string array
Multiple items
val string: value: 'T -> string

--------------------
type string = System.String
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: Nullable<'a0> seq -> Series<int,'a0> (requires default constructor and value type and 'a0 :> ValueType) static member ofObservations: observations: ('c * 'd) seq -> Series<'c,'d> (requires equality) static member ofOptionalObservations: observations: ('K * 'a1 option) seq -> Series<'K,'a1> (requires equality) static member ofValues: values: 'a seq -> 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: System.Collections.Generic.KeyValuePair<'K,'V> seq -> Series<'K,'V>
new: keys: 'K seq * values: 'V seq -> Series<'K,'V>
new: keys: 'K array * values: 'V array -> 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> -> 'T seq (requires equality)
module Array from Microsoft.FSharp.Collections
val ofSeq: source: 'T seq -> 'T array
val zGeoJSON: int array
Multiple items
val int: value: 'T -> int (requires member op_Explicit)

--------------------
type int = int32

--------------------
type int<'Measure> = int
val choroplethGeoJSON: GenericChart
argument z: int seq
<summary> Creates a choropleth map using plotly's base geo map. A choropleth map is a type of thematic map in which a set of pre-defined areas is colored or patterned in proportion to a statistical variable that represents an aggregate summary of a geographic characteristic within each area, such as population density or per-capita income. </summary>
<param name="locations">Sets the locations which will be colored. See LocationMode for more info.</param>
<param name="z">The color values for each location</param>
<param name="Name">Sets the trace name. The trace name appear as the legend item and on hover.</param>
<param name="ShowLegend">Determines whether or not an item corresponding to this trace is shown in the legend.</param>
<param name="GeoJson">Sets optional GeoJSON data associated with this trace. If not given, the features on the base map are used. It can be set as a valid GeoJSON object or as a URL string. Note that we only accept GeoJSONs of type "FeatureCollection" or "Feature" with geometries of type "Polygon" or "MultiPolygon".</param>
<param name="FeatureIdKey">Sets the key in GeoJSON features which is used as id to match the items included in the `locations` array. Only has an effect when `geojson` is set. Support nested property, for example "properties.name".</param>
<param name="Text">Sets the text elements associated with each location.</param>
<param name="MultiText">Sets the text elements associated with each location.</param>
<param name="ColorBar">Sets the colorbar.</param>
<param name="ColorScale">Sets the colorscale.</param>
<param name="ShowScale">Determines whether or not a colorbar is displayed for this trace.</param>
<param name="ReverseScale">Reverses the color mapping if true.</param>
<param name="LocationMode">Determines the set of locations used to match entries in `locations` to regions on the map. Values "ISO-3", "USA-states", "country names" correspond to features on the base map and value "geojson-id" corresponds to features from a custom GeoJSON linked to the `geojson` attribute.</param>
<param name="UseDefaults">If set to false, ignore the global default settings set in `Defaults`</param>
union case StyleParam.LocationFormat.GeoJson_Id: StyleParam.LocationFormat
static member Chart.withGeo: geo: Geo * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Id: int -> (GenericChart -> GenericChart)
Multiple items
type Geo = inherit DynamicObj new: unit -> Geo static member init: [<Optional; DefaultParameterValue ((null :> obj))>] ?FitBounds: GeoFitBounds * [<Optional; DefaultParameterValue ((null :> obj))>] ?Resolution: GeoResolution * [<Optional; DefaultParameterValue ((null :> obj))>] ?Scope: GeoScope * [<Optional; DefaultParameterValue ((null :> obj))>] ?Projection: GeoProjection * [<Optional; DefaultParameterValue ((null :> obj))>] ?Center: (float * float) * [<Optional; DefaultParameterValue ((null :> obj))>] ?Visible: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Domain: Domain * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowCoastLines: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?CoastLineColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?CoastLineWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLand: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?LandColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowOcean: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?OceanColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLakes: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?LakeColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowRivers: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?RiverColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?RiverWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowCountries: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?CountryColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?CountryWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowSubunits: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?SubunitColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?SubunitWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowFrame: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?FrameColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?FrameWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?BgColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?LatAxis: LinearAxis * [<Optional; DefaultParameterValue ((null :> obj))>] ?LonAxis: LinearAxis -> Geo static member style: [<Optional; DefaultParameterValue ((null :> obj))>] ?FitBounds: GeoFitBounds * [<Optional; DefaultParameterValue ((null :> obj))>] ?Resolution: GeoResolution * [<Optional; DefaultParameterValue ((null :> obj))>] ?Scope: GeoScope * [<Optional; DefaultParameterValue ((null :> obj))>] ?Projection: GeoProjection * [<Optional; DefaultParameterValue ((null :> obj))>] ?Center: (float * float) * [<Optional; DefaultParameterValue ((null :> obj))>] ?Visible: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?Domain: Domain * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowCoastLines: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?CoastLineColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?CoastLineWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLand: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?LandColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowOcean: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?OceanColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowLakes: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?LakeColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowRivers: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?RiverColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?RiverWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowCountries: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?CountryColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?CountryWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowSubunits: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?SubunitColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?SubunitWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?ShowFrame: bool * [<Optional; DefaultParameterValue ((null :> obj))>] ?FrameColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?FrameWidth: float * [<Optional; DefaultParameterValue ((null :> obj))>] ?BgColor: Color * [<Optional; DefaultParameterValue ((null :> obj))>] ?LatAxis: LinearAxis * [<Optional; DefaultParameterValue ((null :> obj))>] ?LonAxis: LinearAxis -> (Geo -> Geo)
<summary>Determines the style of the map shown in geo traces</summary>

--------------------
new: unit -> Geo
static member Geo.init: [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?FitBounds: StyleParam.GeoFitBounds * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Resolution: StyleParam.GeoResolution * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Scope: StyleParam.GeoScope * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Projection: GeoProjection * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Center: (float * float) * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Visible: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Domain: Domain * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowCoastLines: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?CoastLineColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?CoastLineWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowLand: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?LandColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowOcean: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?OceanColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowLakes: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?LakeColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowRivers: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?RiverColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?RiverWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowCountries: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?CountryColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?CountryWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowSubunits: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?SubunitColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?SubunitWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?ShowFrame: bool * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?FrameColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?FrameWidth: float * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?BgColor: Color * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?LatAxis: LinearAxis * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?LonAxis: LinearAxis -> Geo
type GeoScope = | World | Usa | Europe | Asia | Africa | NorthAmerica | SouthAmerica member Convert: unit -> obj override ToString: unit -> string static member convert: (GeoScope -> obj) static member toString: (GeoScope -> string)
union case StyleParam.GeoScope.NorthAmerica: StyleParam.GeoScope
union case StyleParam.GeoProjectionType.AzimuthalEqualArea: StyleParam.GeoProjectionType
static member Chart.withSize: width: float * height: float -> (GenericChart -> GenericChart)
static member Chart.withSize: [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Width: int * [<System.Runtime.InteropServices.Optional; System.Runtime.InteropServices.DefaultParameterValue ((null :> obj))>] ?Height: int -> (GenericChart -> GenericChart)

Type something to start searching.