{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"polyglot_notebook": {
"kernelName": "pwsh"
}
},
"source": [
"# PowerShell ScottPlot\n",
"\n",
"https://github.com/dfinke/PowerShellScottPlot"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"polyglot_notebook": {
"kernelName": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [],
"source": [
". .\\ScottPlotHelper.ps1"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"polyglot_notebook": {
"kernelName": "pwsh"
}
},
"source": [
"## Create three ScottPlot charts\n",
"- Bubble chart\n",
"- Scatter chart\n",
"- Bar chart"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"polyglot_notebook": {
"kernelName": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [
{
"data": {
"text/html": [
"![](\"data:image/png;)
"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"[double[]] $dataX = 1, 2, 3, 4, 5\n",
"[double[]] $dataY = 1, 4, 9, 16, 25 \n",
"\n",
"'AddBubblePlot', 'AddScatter', 'AddBar' | ForEach-Object {\n",
" $plt = [ScottPlot.Plot]::new(400, 300)\n",
" [Void] $plt.$_($dataX, $dataY)\n",
"\n",
" Show-ScottPlotInNotebook $plt \"$pwd\\$_.png\"\n",
"}"
]
},
{
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "csharp"
},
"polyglot_notebook": {
"kernelName": "csharp"
}
},
"source": [
"## Pie Chart"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$plt = [ScottPlot.Plot]::new(600, 400)\n",
"\n",
"[double[]] $values = 778, 283, 184, 76, 43\n",
"[void]$plt.AddPie($values)\n",
"\n",
"Show-ScottPlotInNotebook $plt \"PieChart.png\""
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "csharp"
},
"polyglot_notebook": {
"kernelName": "csharp"
}
},
"source": [
"## Exploded Pie Chart"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$plt = [ScottPlot.Plot]::new(600, 400)\n",
"\n",
"[double[]] $values = 778, 283, 184, 76, 43\n",
"$pie = $plt.AddPie($values)\n",
"$pie.Explode = $true\n",
"\n",
"Show-ScottPlotInNotebook $plt \"PieChart.png\""
]
},
{
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "csharp"
},
"polyglot_notebook": {
"kernelName": "csharp"
}
},
"source": [
"## Signal Chart"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$plt = [ScottPlot.Plot]::new(600, 400)\n",
"\n",
"[double[]] $values = [ScottPlot.DataGen]::RandomWalk(1000000)\n",
"[void]$plt.AddSignal($values, 48000)\n",
"$plt.Title(\"One Million Points\", $false, 'Black', $null, 'Arial')\n",
"\n",
"Show-ScottPlotInNotebook $plt \"quickstart_signal.png\""
]
},
{
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "csharp"
},
"polyglot_notebook": {
"kernelName": "csharp"
}
},
"source": [
"## Scatter Chart"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$plt = [ScottPlot.Plot]::new(600, 400)\n",
"\n",
"# sample data\n",
"[double[]] $xs = [ScottPlot.DataGen]::Consecutive(51)\n",
"[double[]] $sin = [ScottPlot.DataGen]::Sin(51)\n",
"[double[]] $cos = [ScottPlot.DataGen]::Cos(51)\n",
"\n",
"[void]$plt.AddScatter($xs, $sin)\n",
"[void]$plt.AddScatter($xs, $cos)\n",
"\n",
"$plt.Title(\"Scatter Plot\", $false, 'Black', $null, 'Arial')\n",
"$plt.XLabel(\"Horizontal Axis\")\n",
"$plt.YLabel(\"Vertical Axis\")\n",
"\n",
"Show-ScottPlotInNotebook $plt \"quickstart_scatter.png\"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "csharp"
},
"polyglot_notebook": {
"kernelName": "csharp"
}
},
"source": [
"## Coxcomb Chart"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$plt = [ScottPlot.Plot]::new(600, 400)\n",
"\n",
"[double[]] $values = 11, 16, 7, 3, 14\n",
"$coxcomb = $plt.AddCoxcomb($values)\n",
"$coxcomb.FillColors = $plt.Palette.GetColors(5, 0, .5);\n",
"$coxcomb.SliceLabels = \"bikes\", \"blimps\", \"subs\", \"saucers\", \"rockets\"\n",
"\n",
"Show-ScottPlotInNotebook $plt \"quickstart_coxcomb.png\"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "csharp"
},
"polyglot_notebook": {
"kernelName": "csharp"
}
},
"source": [
"## Polygons Chart"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$plt = [ScottPlot.Plot]::new(600, 400)\n",
"\n",
"[double[]] $xs1 = 2, 8, 6, 4\n",
"[double[]] $ys1 = 3, 4, 0.5, 1\n",
"[void]$plt.AddPolygon($xs1, $ys1);\n",
"\n",
"[double[]] $xs2 = 3, 2.5, 5\n",
"[double[]] $ys2 = 4.5, 1.5, 2.5\n",
"[void]$plt.AddPolygon($xs2, $ys2, $plt.GetNextColor(.5), 2)\n",
"\n",
"Show-ScottPlotInNotebook $plt \"quickstart_polygon.png\""
]
},
{
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "csharp"
},
"polyglot_notebook": {
"kernelName": "csharp"
}
},
"source": [
"## Radial Chart"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$plt = [ScottPlot.Plot]::new(600, 400)\n",
"\n",
"[double[]] $values = 100, 80, 65, 45, 20\n",
"[void]$plt.AddRadialGauge($values)\n",
"\n",
"Show-ScottPlotInNotebook $plt \"radialgauge_quickstart.png\""
]
},
{
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "csharp"
},
"polyglot_notebook": {
"kernelName": "csharp"
}
},
"source": [
"## Text Chart"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$plt = [ScottPlot.Plot]::new(600, 400)\n",
"\n",
"$pointCount = 51\n",
"[double[]] $x = [ScottPlot.DataGen]::Consecutive($pointCount)\n",
"[double[]] $sin = [ScottPlot.DataGen]::Sin($pointCount)\n",
"[double[]] $cos = [ScottPlot.DataGen]::Cos($pointCount)\n",
"\n",
"[void]$plt.AddScatter($x, $sin)\n",
"[void]$plt.AddScatter($x, $cos)\n",
"\n",
"[void]$plt.AddText(\"sample text\", 10, .5, 16, 'Blue')\n",
"\n",
"Show-ScottPlotInNotebook $plt \"text_quickstart.png\""
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"polyglot_notebook": {
"kernelName": "pwsh"
}
},
"source": [
"# Histogram"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$plt = [ScottPlot.Plot]::new(600, 400)\n",
"$rand = [System.Random]::new(0)\n",
"$values = [ScottPlot.DataGen]::RandomNormal($rand, 1234, 178.4, 7.6)\n",
"\n",
"# create a histogram\n",
"$min = 140\n",
"$histogram = [ScottPlot.Statistics.Common]::Histogram($values, $min, 220, 1)\n",
"$counts = $histogram.Item1\n",
"$leftEdges = $histogram.Item2\n",
"$leftEdges=$leftEdges[1..($leftEdges.count - 1)]\n",
"\n",
"\n",
"$bar = $plt.AddBar($counts, $leftEdges, [System.Drawing.Color]::Blue)\n",
"$bar.BarWidth = 1\n",
"\n",
"# # customize the plot style\n",
"[void]$plt.YAxis.Label(\"Count (#)\")\n",
"[void]$plt.XAxis.Label(\"Height (cm)\")\n",
"[void]$plt.SetAxisLimits($min)\n",
"\n",
"Show-ScottPlotInNotebook $plt \"stats_histogram.png\"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"polyglot_notebook": {
"kernelName": "pwsh"
}
},
"source": [
"# Grouping"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$plt = [ScottPlot.Plot]::new(600, 400)\n",
"$groupCount = 5\n",
"$rand = [System.Random]::new(0)\n",
"$values1 = [ScottPlot.DataGen]::RandomNormal($rand, $groupCount, 20, 5)\n",
"$values2 = [ScottPlot.DataGen]::RandomNormal($rand, $groupCount, 20, 5)\n",
"$values3 = [ScottPlot.DataGen]::RandomNormal($rand, $groupCount, 20, 5)\n",
"$errors1 = [ScottPlot.DataGen]::RandomNormal($rand, $groupCount, 5, 2)\n",
"$errors2 = [ScottPlot.DataGen]::RandomNormal($rand, $groupCount, 5, 2)\n",
"$errors3 = [ScottPlot.DataGen]::RandomNormal($rand, $groupCount, 5, 2)\n",
"\n",
"$groupNames = \"Group A\", \"Group B\", \"Group C\", \"Group D\", \"Group E\" \n",
"$seriesNames = \"Series 1\", \"Series 2\", \"Series 3\" \n",
"$valuesBySeries = $values1, $values2, $values3 \n",
"$errorsBySeries = $errors1, $errors2, $errors3 \n",
"[void]$plt.AddBarGroups($groupNames, $seriesNames, $valuesBySeries, $errorsBySeries);\n",
"[void]$plt.Legend($true, [ScottPlot.Alignment]::UpperRight)\n",
"\n",
"Show-ScottPlotInNotebook $plt \"bar_group.png\""
]
},
{
"cell_type": "markdown",
"metadata": {
"dotnet_interactive": {
"language": "csharp"
},
"polyglot_notebook": {
"kernelName": "csharp"
}
},
"source": [
"## Frameless Plot"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"dotnet_interactive": {
"language": "pwsh"
},
"vscode": {
"languageId": "polyglot-notebook"
}
},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$plt = [ScottPlot.Plot]::new(600, 400)\n",
"\n",
"$n=51\n",
"[void]$plt.AddSignal([ScottPlot.DataGen]::Sin($n))\n",
"[void]$plt.AddSignal([ScottPlot.DataGen]::Cos($n))\n",
"# $plt.Style(figureBackground: Color.SkyBlue)\n",
"\n",
"[void]$plt.Frameless()\n",
"\n",
"Show-ScottPlotInNotebook $plt \"layout_frameless.png\""
]
}
],
"metadata": {
"kernelspec": {
"display_name": ".NET (C#)",
"language": "C#",
"name": ".net-csharp"
},
"polyglot_notebook": {
"kernelInfo": {
"defaultKernelName": "csharp",
"items": [
{
"aliases": [
"c#",
"C#"
],
"languageName": "C#",
"name": "csharp"
},
{
"aliases": [
"frontend"
],
"name": "vscode"
},
{
"aliases": [],
"name": ".NET"
},
{
"aliases": [
"f#",
"F#"
],
"languageName": "F#",
"name": "fsharp"
},
{
"aliases": [],
"languageName": "HTML",
"name": "html"
},
{
"aliases": [
"js"
],
"languageName": "JavaScript",
"name": "javascript"
},
{
"aliases": [],
"languageName": "KQL",
"name": "kql"
},
{
"aliases": [],
"languageName": "Mermaid",
"name": "mermaid"
},
{
"aliases": [
"powershell"
],
"languageName": "PowerShell",
"name": "pwsh"
},
{
"aliases": [],
"languageName": "SQL",
"name": "sql"
},
{
"aliases": [],
"name": "value"
},
{
"aliases": [],
"name": "webview"
}
]
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}