{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [] } , { "cell_type": "code", "metadata": {}, "execution_count": null, "outputs": [], "source": ["#r \"nuget: Plotly.NET, 2.0.0\"\n", "#r \"nuget: Plotly.NET.Interactive, 2.0.0\"\n"] } , { "cell_type": "markdown", "metadata": {}, "source": ["# Range plots\n", "\n", "[![Binder](https://plotly.net/img/badge-binder.svg)](https://mybinder.org/v2/gh/plotly/Plotly.NET/gh-pages?filepath=02_3_range-plots.ipynb)\u0026emsp;\n", "[![Script](https://plotly.net/img/badge-script.svg)](https://plotly.net/02_3_range-plots.fsx)\u0026emsp;\n", "[![Notebook](https://plotly.net/img/badge-notebook.svg)](https://plotly.net/02_3_range-plots.ipynb)\n", "\n", "**Summary:** This example shows how to create Range plot charts in F#.\n", "\n", "let\u0027s first create some data for the purpose of creating example charts:\n", "\n"] } , { "cell_type": "code", "metadata": {}, "execution_count": 3, "outputs": [], "source": ["open Plotly.NET \n", "\n", "let rnd = System.Random()\n", "\n", "let x = [1.; 2.; 3.; 4.; 5.; 6.; 7.; 8.; 9.; 10.; ]\n", "let y = [2.; 1.5; 5.; 1.5; 3.; 2.5; 2.5; 1.5; 3.5; 1.]\n", "\n", "let yUpper = y |\u003e List.map (fun v -\u003e v + rnd.NextDouble())\n", "let yLower = y |\u003e List.map (fun v -\u003e v - rnd.NextDouble())\n"] } , { "cell_type": "markdown", "metadata": {}, "source": ["A range plot is commonly used to indicate some property of data that lies in a certain range around a central value,\n", "for example the range of all predictions from different models, scattering around a central tendency.\n", "\n"] } , { "cell_type": "code", "metadata": {}, "execution_count": 4, "outputs": [], "source": ["let range1 =\n", " Chart.Range(\n", " x,y,yUpper,yLower,\n", " StyleParam.Mode.Lines_Markers,\n", " MarkerColor = Color.fromString \"grey\",\n", " RangeColor = Color.fromString \"lightblue\")\n"] } , { "cell_type": "code", "metadata": {}, "execution_count": null, "outputs": [ { "data": { "text/html": ["\u003cdiv id=\"5f9d6e4c-66f1-4385-b802-3c845b7195aa\"\u003e\u003c!-- Plotly chart will be drawn inside this DIV --\u003e\u003c/div\u003e", "", "\u003cscript type=\"text/javascript\"\u003e", "", "", "", " var renderPlotly_5f9d6e4c66f14385b8023c845b7195aa = function() {", "", " var fsharpPlotlyRequire = requirejs.config({context:\u0027fsharp-plotly\u0027,paths:{plotly:\u0027https://cdn.plot.ly/plotly-2.6.3.min\u0027}}) || require;", "", " fsharpPlotlyRequire([\u0027plotly\u0027], function(Plotly) {", "", "", "", " var data = [{\"type\":\"scatter\",\"name\":\"lower\",\"showlegend\":true,\"legendgroup\":\"Range\",\"mode\":\"lines+markers\",\"x\":[1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0],\"y\":[1.9223465915000788,0.7296583894769342,4.943103409952228,0.8609676210292418,2.7399844176368156,2.3584799244137726,2.168108136837258,0.938400561995923,3.375932738637424,0.949857778551664],\"fillcolor\":\"lightblue\",\"marker\":{\"color\":\"lightblue\"}},{\"type\":\"scatter\",\"name\":\"upper\",\"showlegend\":true,\"legendgroup\":\"Range\",\"mode\":\"lines+markers\",\"x\":[1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0],\"y\":[2.3484592098061876,2.3424139866419003,5.122951489444256,2.1865654988405203,3.8156750045754566,2.8263780856545533,3.2358643605341832,2.1709583025895203,4.448746086998452,1.4224065486608006],\"fill\":\"tonexty\",\"fillcolor\":\"lightblue\",\"marker\":{\"color\":\"lightblue\"}},{\"type\":\"scatter\",\"mode\":\"lines+markers\",\"x\":[1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0],\"y\":[2.0,1.5,5.0,1.5,3.0,2.5,2.5,1.5,3.5,1.0],\"marker\":{\"color\":\"grey\"},\"line\":{},\"legendgroup\":\"Range\",\"legendgrouptitle\":{\"text\":\"Range\"}}];", "", " var layout = {\"width\":600,\"height\":600,\"template\":{\"layout\":{\"title\":{\"x\":0.05},\"font\":{\"color\":\"rgba(42, 63, 95, 1.0)\"},\"paper_bgcolor\":\"rgba(255, 255, 255, 1.0)\",\"plot_bgcolor\":\"rgba(229, 236, 246, 1.0)\",\"autotypenumbers\":\"strict\",\"colorscale\":{\"diverging\":[[0.0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1.0,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0.0,\"ticks\":\"\"}},\"geo\":{\"showland\":true,\"landcolor\":\"rgba(229, 236, 246, 1.0)\",\"showlakes\":true,\"lakecolor\":\"rgba(255, 255, 255, 1.0)\",\"subunitcolor\":\"rgba(255, 255, 255, 1.0)\",\"bgcolor\":\"rgba(255, 255, 255, 1.0)\"},\"mapbox\":{\"style\":\"light\"},\"polar\":{\"bgcolor\":\"rgba(229, 236, 246, 1.0)\",\"radialaxis\":{\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"ticks\":\"\"},\"angularaxis\":{\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"gridwidth\":2.0,\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"backgroundcolor\":\"rgba(229, 236, 246, 1.0)\",\"showbackground\":true},\"yaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"gridwidth\":2.0,\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"backgroundcolor\":\"rgba(229, 236, 246, 1.0)\",\"showbackground\":true},\"zaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"gridwidth\":2.0,\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"backgroundcolor\":\"rgba(229, 236, 246, 1.0)\",\"showbackground\":true}},\"ternary\":{\"aaxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\"},\"baxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\"},\"caxis\":{\"ticks\":\"\",\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\"},\"bgcolor\":\"rgba(229, 236, 246, 1.0)\"},\"xaxis\":{\"title\":{\"standoff\":15},\"ticks\":\"\",\"automargin\":true,\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinewidth\":2.0},\"yaxis\":{\"title\":{\"standoff\":15},\"ticks\":\"\",\"automargin\":true,\"linecolor\":\"rgba(255, 255, 255, 1.0)\",\"gridcolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinecolor\":\"rgba(255, 255, 255, 1.0)\",\"zerolinewidth\":2.0},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"shapedefaults\":{\"line\":{\"color\":\"rgba(42, 63, 95, 1.0)\"}},\"colorway\":[\"rgba(99, 110, 250, 1.0)\",\"rgba(239, 85, 59, 1.0)\",\"rgba(0, 204, 150, 1.0)\",\"rgba(171, 99, 250, 1.0)\",\"rgba(255, 161, 90, 1.0)\",\"rgba(25, 211, 243, 1.0)\",\"rgba(255, 102, 146, 1.0)\",\"rgba(182, 232, 128, 1.0)\",\"rgba(255, 151, 255, 1.0)\",\"rgba(254, 203, 82, 1.0)\"]},\"data\":{\"bar\":[{\"marker\":{\"line\":{\"color\":\"rgba(229, 236, 246, 1.0)\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"error_x\":{\"color\":\"rgba(42, 63, 95, 1.0)\"},\"error_y\":{\"color\":\"rgba(42, 63, 95, 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240, 248, 1.0)\"},\"line\":{\"color\":\"rgba(255, 255, 255, 1.0)\"}},\"header\":{\"fill\":{\"color\":\"rgba(200, 212, 227, 1.0)\"},\"line\":{\"color\":\"rgba(255, 255, 255, 1.0)\"}}}]}}};", "", " var config = {\"responsive\":true};", "", " Plotly.newPlot(\u00275f9d6e4c-66f1-4385-b802-3c845b7195aa\u0027, data, layout, config);", "", "});", "", " };", "", " if ((typeof(requirejs) !== typeof(Function)) || (typeof(requirejs.config) !== typeof(Function))) {", "", " var script = document.createElement(\"script\");", "", " script.setAttribute(\"src\", \"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\");", "", " script.onload = function(){", "", " renderPlotly_5f9d6e4c66f14385b8023c845b7195aa();", "", " };", "", " document.getElementsByTagName(\"head\")[0].appendChild(script);", "", " }", "", " else {", "", " renderPlotly_5f9d6e4c66f14385b8023c845b7195aa();", "", " }", "", "\u003c/script\u003e", "", ""] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }], "source": ["range1\n"] } , { "cell_type": "markdown", "metadata": {}, "source": ["## More styled example\n", "\n", "This example shows the usage of some of the styling possibility using `Chart.Range`.\n", "\n"] } , { "cell_type": "code", "metadata": {}, "execution_count": 6, "outputs": [], "source": ["open Plotly.NET.TraceObjects\n", "\n", "let rangeStyled = \n", " Chart.Range(\n", " x = [1;2;3;4;5],\n", " y = [2;2;3;4;6],\n", " upper= [4;6;7;5;7],\n", " lower= [0;0;0;1;5],\n", " mode = StyleParam.Mode.Lines_Markers,\n", " TextPosition = StyleParam.TextPosition.TopCenter,\n", " RangeColor = Color.fromString \"rgba(0, 204, 150, 0.2)\",\n", " LowerLine = Line.init(Width = 2., Color = Color.fromString \"rgba(0, 204, 150, 0.4)\"),\n", " LowerMarker = Marker.init(Color = Color.fromString \"rgba(0, 204, 150, 0.6)\"),\n", " UpperLine = Line.init(Width = 2., Color = Color.fromString \"rgba(0, 204, 150, 0.4)\"),\n", " UpperMarker = Marker.init(Color = Color.fromString \"rgba(0, 204, 150, 0.6)\"),\n", " MultiText = [\"Mid1\"; \"Mid2\"; \"Mid3\"; \"Mid4\"; \"Mid5\"],\n", " MultiLowerText = [\"Lower1\"; \"Lower2\"; \"Lower3\"; \"Lower4\"; \"Lower5\"],\n", " MultiUpperText = [\"Upper1\"; \"Upper2\"; \"Upper3\"; \"Upper4\"; \"Upper5\"],\n", " ShowLegend = true\n", " )\n"] } , { "cell_type": "code", "metadata": {}, "execution_count": null, "outputs": [ { "data": { "text/html": ["\u003cdiv id=\"465414ce-9e57-4c52-a66e-1afa640c8992\"\u003e\u003c!-- Plotly chart will be drawn inside this DIV --\u003e\u003c/div\u003e", "", "\u003cscript type=\"text/javascript\"\u003e", "", "", "", " var renderPlotly_465414ce9e574c52a66e1afa640c8992 = function() {", "", " var fsharpPlotlyRequire = requirejs.config({context:\u0027fsharp-plotly\u0027,paths:{plotly:\u0027https://cdn.plot.ly/plotly-2.6.3.min\u0027}}) || require;", "", " fsharpPlotlyRequire([\u0027plotly\u0027], function(Plotly) {", "", "", "", " var data = [{\"type\":\"scatter\",\"name\":\"lower\",\"showlegend\":true,\"legendgroup\":\"Range\",\"mode\":\"lines+markers+text\",\"x\":[1,2,3,4,5],\"y\":[0,0,0,1,5],\"text\":[\"Lower1\",\"Lower2\",\"Lower3\",\"Lower4\",\"Lower5\"],\"textposition\":\"top center\",\"marker\":{\"color\":\"rgba(0, 204, 150, 0.2)\"},\"line\":{\"color\":\"rgba(0, 204, 150, 0.4)\",\"width\":2.0},\"fillcolor\":\"rgba(0, 204, 150, 0.2)\"},{\"type\":\"scatter\",\"name\":\"upper\",\"showlegend\":true,\"legendgroup\":\"Range\",\"mode\":\"lines+markers+text\",\"x\":[1,2,3,4,5],\"y\":[4,6,7,5,7],\"text\":[\"Upper1\",\"Upper2\",\"Upper3\",\"Upper4\",\"Upper5\"],\"textposition\":\"top center\",\"marker\":{\"color\":\"rgba(0, 204, 150, 0.2)\"},\"line\":{\"color\":\"rgba(0, 204, 150, 0.4)\",\"width\":2.0},\"fill\":\"tonexty\",\"fillcolor\":\"rgba(0, 204, 150, 0.2)\"},{\"type\":\"scatter\",\"showlegend\":true,\"mode\":\"lines+markers+text\",\"x\":[1,2,3,4,5],\"y\":[2,2,3,4,6],\"text\":[\"Mid1\",\"Mid2\",\"Mid3\",\"Mid4\",\"Mid5\"],\"textposition\":\"top center\",\"marker\":{},\"line\":{},\"legendgroup\":\"Range\",\"legendgrouptitle\":{\"text\":\"Range\"}}];", "", " var layout = {\"width\":600,\"height\":600,\"template\":{\"layout\":{\"title\":{\"x\":0.05},\"font\":{\"color\":\"rgba(42, 63, 95, 1.0)\"},\"paper_bgcolor\":\"rgba(255, 255, 255, 1.0)\",\"plot_bgcolor\":\"rgba(229, 236, 246, 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