{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" <div id=\"AzOLBZ\"></div>\n",
" <script type=\"text/javascript\" data-lets-plot-script=\"library\">\n",
" if(!window.letsPlotCallQueue) {\n",
" window.letsPlotCallQueue = [];\n",
" }; \n",
" window.letsPlotCall = function(f) {\n",
" window.letsPlotCallQueue.push(f);\n",
" };\n",
" (function() {\n",
" var script = document.createElement(\"script\");\n",
" script.type = \"text/javascript\";\n",
" script.src = \"https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v2.4.0/js-package/distr/lets-plot.min.js\";\n",
" script.onload = function() {\n",
" window.letsPlotCall = function(f) {f();};\n",
" window.letsPlotCallQueue.forEach(function(f) {f();});\n",
" window.letsPlotCallQueue = [];\n",
" \n",
" \n",
" };\n",
" script.onerror = function(event) {\n",
" window.letsPlotCall = function(f) {};\n",
" window.letsPlotCallQueue = [];\n",
" var div = document.createElement(\"div\");\n",
" div.style.color = 'darkred';\n",
" div.textContent = 'Error loading Lets-Plot JS';\n",
" document.getElementById(\"AzOLBZ\").appendChild(div);\n",
" };\n",
" var e = document.getElementById(\"AzOLBZ\");\n",
" e.appendChild(script);\n",
" })();\n",
" </script>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%useLatestDescriptors\n",
"%use lets-plot\n",
"//%use krangl"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Lets-Plot Kotlin API v.3.3.0. Frontend: Notebook with dynamically loaded JS. Lets-Plot JS v.2.4.0."
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"LetsPlot.getInfo()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"%use krangl"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<html><body><table><tr><th style=\"text-align:left\"></th><th style=\"text-align:left\">manufacturer</th><th style=\"text-align:left\">model</th><th style=\"text-align:left\">displ</th><th style=\"text-align:left\">year</th><th style=\"text-align:left\">cyl</th><th style=\"text-align:left\">trans</th><th style=\"text-align:left\">drv</th><th style=\"text-align:left\">cty</th><th style=\"text-align:left\">hwy</th><th style=\"text-align:left\">fl</th><th style=\"text-align:left\">class</th></tr><tr><td style=\"text-align:left\" title=\"1\">1</td><td style=\"text-align:left\" title=\"audi\">audi</td><td style=\"text-align:left\" title=\"a4\">a4</td><td style=\"text-align:left\" title=\"1.8\">1.8</td><td style=\"text-align:left\" title=\"1999\">1999</td><td style=\"text-align:left\" title=\"4\">4</td><td style=\"text-align:left\" title=\"auto(l5)\">auto(l5)</td><td style=\"text-align:left\" title=\"f\">f</td><td style=\"text-align:left\" title=\"18\">18</td><td style=\"text-align:left\" title=\"29\">29</td><td style=\"text-align:left\" title=\"p\">p</td><td style=\"text-align:left\" title=\"compact\">compact</td></tr><tr><td style=\"text-align:left\" title=\"2\">2</td><td style=\"text-align:left\" title=\"audi\">audi</td><td style=\"text-align:left\" title=\"a4\">a4</td><td style=\"text-align:left\" title=\"1.8\">1.8</td><td style=\"text-align:left\" title=\"1999\">1999</td><td style=\"text-align:left\" title=\"4\">4</td><td style=\"text-align:left\" title=\"manual(m5)\">manual(m5)</td><td style=\"text-align:left\" title=\"f\">f</td><td style=\"text-align:left\" title=\"21\">21</td><td style=\"text-align:left\" title=\"29\">29</td><td style=\"text-align:left\" title=\"p\">p</td><td style=\"text-align:left\" title=\"compact\">compact</td></tr><tr><td style=\"text-align:left\" title=\"3\">3</td><td style=\"text-align:left\" title=\"audi\">audi</td><td style=\"text-align:left\" title=\"a4\">a4</td><td style=\"text-align:left\" title=\"2.0\">2.0</td><td style=\"text-align:left\" title=\"2008\">2008</td><td style=\"text-align:left\" title=\"4\">4</td><td style=\"text-align:left\" title=\"manual(m6)\">manual(m6)</td><td style=\"text-align:left\" title=\"f\">f</td><td style=\"text-align:left\" title=\"20\">20</td><td style=\"text-align:left\" title=\"31\">31</td><td style=\"text-align:left\" title=\"p\">p</td><td style=\"text-align:left\" title=\"compact\">compact</td></tr><tr><td style=\"text-align:left\" title=\"4\">4</td><td style=\"text-align:left\" title=\"audi\">audi</td><td style=\"text-align:left\" title=\"a4\">a4</td><td style=\"text-align:left\" title=\"2.0\">2.0</td><td style=\"text-align:left\" title=\"2008\">2008</td><td style=\"text-align:left\" title=\"4\">4</td><td style=\"text-align:left\" title=\"auto(av)\">auto(av)</td><td style=\"text-align:left\" title=\"f\">f</td><td style=\"text-align:left\" title=\"21\">21</td><td style=\"text-align:left\" title=\"30\">30</td><td style=\"text-align:left\" title=\"p\">p</td><td style=\"text-align:left\" title=\"compact\">compact</td></tr><tr><td style=\"text-align:left\" title=\"5\">5</td><td style=\"text-align:left\" title=\"audi\">audi</td><td style=\"text-align:left\" title=\"a4\">a4</td><td style=\"text-align:left\" title=\"2.8\">2.8</td><td style=\"text-align:left\" title=\"1999\">1999</td><td style=\"text-align:left\" title=\"6\">6</td><td style=\"text-align:left\" title=\"auto(l5)\">auto(l5)</td><td style=\"text-align:left\" title=\"f\">f</td><td style=\"text-align:left\" title=\"16\">16</td><td style=\"text-align:left\" title=\"26\">26</td><td style=\"text-align:left\" title=\"p\">p</td><td style=\"text-align:left\" title=\"compact\">compact</td></tr></table><p>Shape: 5 x 12. \n",
"</p></body></html>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"var mpg_df = DataFrame.readCSV(\"https://raw.githubusercontent.com/JetBrains/lets-plot-kotlin/master/docs/examples/data/mpg.csv\")\n",
"mpg_df.head()\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"val mpg_dat = mpg_df.toMap()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" <div id=\"xz8nme\"></div>\n",
" <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
" (function() {\n",
" var plotSpec={\n",
"\"mapping\":{\n",
"},\n",
"\"data\":{\n",
"\"displ\":[1.8,1.8,2.0,2.0,2.8,2.8,3.1,1.8,1.8,2.0,2.0,2.8,2.8,3.1,3.1,2.8,3.1,4.2,5.3,5.3,5.3,5.7,6.0,5.7,5.7,6.2,6.2,7.0,5.3,5.3,5.7,6.5,2.4,2.4,3.1,3.5,3.6,2.4,3.0,3.3,3.3,3.3,3.3,3.3,3.8,3.8,3.8,4.0,3.7,3.7,3.9,3.9,4.7,4.7,4.7,5.2,5.2,3.9,4.7,4.7,4.7,5.2,5.7,5.9,4.7,4.7,4.7,4.7,4.7,4.7,5.2,5.2,5.7,5.9,4.6,5.4,5.4,4.0,4.0,4.0,4.0,4.6,5.0,4.2,4.2,4.6,4.6,4.6,5.4,5.4,3.8,3.8,4.0,4.0,4.6,4.6,4.6,4.6,5.4,1.6,1.6,1.6,1.6,1.6,1.8,1.8,1.8,2.0,2.4,2.4,2.4,2.4,2.5,2.5,3.3,2.0,2.0,2.0,2.0,2.7,2.7,2.7,3.0,3.7,4.0,4.7,4.7,4.7,5.7,6.1,4.0,4.2,4.4,4.6,5.4,5.4,5.4,4.0,4.0,4.6,5.0,2.4,2.4,2.5,2.5,3.5,3.5,3.0,3.0,3.5,3.3,3.3,4.0,5.6,3.1,3.8,3.8,3.8,5.3,2.5,2.5,2.5,2.5,2.5,2.5,2.2,2.2,2.5,2.5,2.5,2.5,2.5,2.5,2.7,2.7,3.4,3.4,4.0,4.7,2.2,2.2,2.4,2.4,3.0,3.0,3.5,2.2,2.2,2.4,2.4,3.0,3.0,3.3,1.8,1.8,1.8,1.8,1.8,4.7,5.7,2.7,2.7,2.7,3.4,3.4,4.0,4.0,2.0,2.0,2.0,2.0,2.8,1.9,2.0,2.0,2.0,2.0,2.5,2.5,2.8,2.8,1.9,1.9,2.0,2.0,2.5,2.5,1.8,1.8,2.0,2.0,2.8,2.8,3.6],\n",
"\"drv\":[\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"r\",\"r\",\"r\",\"r\",\"r\",\"r\",\"r\",\"r\",\"r\",\"r\",\"4\",\"4\",\"4\",\"4\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"r\",\"r\",\"r\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"r\",\"r\",\"r\",\"r\",\"r\",\"r\",\"r\",\"r\",\"r\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"r\",\"r\",\"r\",\"4\",\"4\",\"4\",\"4\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"4\",\"4\",\"4\",\"4\",\"f\",\"f\",\"f\",\"f\",\"f\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"4\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\",\"f\"],\n",
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"},\n",
"\"kind\":\"plot\",\n",
"\"scales\":[],\n",
"\"layers\":[{\n",
"\"mapping\":{\n",
"\"x\":\"displ\",\n",
"\"y\":\"hwy\",\n",
"\"color\":\"drv\"\n",
"},\n",
"\"stat\":\"identity\",\n",
"\"position\":\"identity\",\n",
"\"geom\":\"point\",\n",
"\"data\":{\n",
"}\n",
"}]\n",
"};\n",
" var plotContainer = document.getElementById(\"xz8nme\");\n",
" window.letsPlotCall(function() {{\n",
" LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
" }});\n",
" })(); \n",
" </script>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"val p = letsPlot(mpg_dat) + geomPoint { x=\"displ\"; y=\"hwy\"; color=\"drv\" } \n",
"p"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" <div id=\"cQmeog\"></div>\n",
" <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
" (function() {\n",
" var plotSpec={\n",
"\"ggtitle\":{\n",
"\"text\":\"The plot title using 'ggtitle()'\"\n",
"},\n",
"\"mapping\":{\n",
"},\n",
"\"data\":{\n",
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" })(); \n",
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]
},
"execution_count": 7,
"metadata": {},
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},
{
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{
"data": {
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]
},
"execution_count": 8,
"metadata": {},
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],
"source": [
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},
{
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{
"data": {
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"},\n",
"\"kind\":\"plot\",\n",
"\"scales\":[],\n",
"\"layers\":[{\n",
"\"mapping\":{\n",
"\"x\":\"displ\",\n",
"\"y\":\"hwy\",\n",
"\"color\":\"drv\"\n",
"},\n",
"\"stat\":\"identity\",\n",
"\"position\":\"identity\",\n",
"\"geom\":\"point\",\n",
"\"data\":{\n",
"}\n",
"}]\n",
"};\n",
" var plotContainer = document.getElementById(\"LdJa3c\");\n",
" window.letsPlotCall(function() {{\n",
" LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
" }});\n",
" })(); \n",
" </script>"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"// Add subtitle using ggtitle()\n",
"\n",
"p + ggtitle(\"The plot title\", subtitle = \"The plot subtitle\")"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" <div id=\"BirOvo\"></div>\n",
" <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
" (function() {\n",
" var plotSpec={\n",
"\"ggtitle\":{\n",
"\"text\":\"The plot title\",\n",
"\"subtitle\":\"The plot subtitle\"\n",
"},\n",
"\"mapping\":{\n",
"},\n",
"\"data\":{\n",
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"},\n",
"\"kind\":\"plot\",\n",
"\"scales\":[],\n",
"\"layers\":[{\n",
"\"mapping\":{\n",
"\"x\":\"displ\",\n",
"\"y\":\"hwy\",\n",
"\"color\":\"drv\"\n",
"},\n",
"\"stat\":\"identity\",\n",
"\"position\":\"identity\",\n",
"\"geom\":\"point\",\n",
"\"data\":{\n",
"}\n",
"}]\n",
"};\n",
" var plotContainer = document.getElementById(\"BirOvo\");\n",
" window.letsPlotCall(function() {{\n",
" LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
" }});\n",
" })(); \n",
" </script>"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"// Add subtitle using labs()\n",
"\n",
"p + labs(title = \"The plot title\", subtitle = \"The plot subtitle\")"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" <div id=\"M48wMa\"></div>\n",
" <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
" (function() {\n",
" var plotSpec={\n",
"\"ggtitle\":{\n",
"\"text\":\"The plot title\",\n",
"\"subtitle\":\"The plot subtitle\"\n",
"},\n",
"\"mapping\":{\n",
"},\n",
"\"data\":{\n",
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"},\n",
"\"kind\":\"plot\",\n",
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"\"layers\":[{\n",
"\"mapping\":{\n",
"\"x\":\"displ\",\n",
"\"y\":\"hwy\",\n",
"\"color\":\"drv\"\n",
"},\n",
"\"stat\":\"identity\",\n",
"\"position\":\"identity\",\n",
"\"geom\":\"point\",\n",
"\"data\":{\n",
"}\n",
"}],\n",
"\"caption\":{\n",
"\"text\":\"The plot caption\"\n",
"}\n",
"};\n",
" var plotContainer = document.getElementById(\"M48wMa\");\n",
" window.letsPlotCall(function() {{\n",
" LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
" }});\n",
" })(); \n",
" </script>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"// Add caption\n",
"\n",
"val p2 = p + labs(title = \"The plot title\", subtitle = \"The plot subtitle\", caption = \"The plot caption\")\n",
"p2"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" <div id=\"GPWCh6\"></div>\n",
" <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
" (function() {\n",
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"\"text\":\"The plot title\",\n",
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"},\n",
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"},\n",
"\"kind\":\"plot\",\n",
"\"scales\":[],\n",
"\"layers\":[{\n",
"\"mapping\":{\n",
"\"x\":\"displ\",\n",
"\"y\":\"hwy\",\n",
"\"color\":\"drv\"\n",
"},\n",
"\"stat\":\"identity\",\n",
"\"position\":\"identity\",\n",
"\"geom\":\"point\",\n",
"\"data\":{\n",
"}\n",
"}],\n",
"\"caption\":{\n",
"\"text\":\"The plot caption\"\n",
"},\n",
"\"theme\":{\n",
"\"title\":{\n",
"\"color\":\"blue\",\n",
"\"blank\":false\n",
"}\n",
"}\n",
"};\n",
" var plotContainer = document.getElementById(\"GPWCh6\");\n",
" window.letsPlotCall(function() {{\n",
" LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
" }});\n",
" })(); \n",
" </script>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"// Add color for titles\n",
"\n",
"// 'title' applies to plot's title, subtitle, caption\n",
"p2 + theme(title = elementText(color=\"blue\"))"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" <div id=\"3Wpor9\"></div>\n",
" <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
" (function() {\n",
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"\"ggtitle\":{\n",
"\"text\":\"The plot title\",\n",
"\"subtitle\":\"The plot subtitle\"\n",
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"},\n",
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"},\n",
"\"kind\":\"plot\",\n",
"\"scales\":[],\n",
"\"layers\":[{\n",
"\"mapping\":{\n",
"\"x\":\"displ\",\n",
"\"y\":\"hwy\",\n",
"\"color\":\"drv\"\n",
"},\n",
"\"stat\":\"identity\",\n",
"\"position\":\"identity\",\n",
"\"geom\":\"point\",\n",
"\"data\":{\n",
"}\n",
"}],\n",
"\"caption\":{\n",
"\"text\":\"The plot caption\"\n",
"},\n",
"\"theme\":{\n",
"\"plot_caption\":{\n",
"\"face\":\"italic\",\n",
"\"blank\":false\n",
"},\n",
"\"axis_title\":{\n",
"\"face\":\"italic\",\n",
"\"blank\":false\n",
"},\n",
"\"text\":{\n",
"\"face\":\"italic\",\n",
"\"blank\":false\n",
"},\n",
"\"title\":{\n",
"\"face\":\"italic\",\n",
"\"blank\":false\n",
"},\n",
"\"plot_title\":{\n",
"\"color\":\"blue\",\n",
"\"blank\":false\n",
"},\n",
"\"legend_title\":{\n",
"\"face\":\"italic\",\n",
"\"blank\":false\n",
"},\n",
"\"plot_subtitle\":{\n",
"\"face\":\"italic\",\n",
"\"blank\":false\n",
"}\n",
"}\n",
"};\n",
" var plotContainer = document.getElementById(\"3Wpor9\");\n",
" window.letsPlotCall(function() {{\n",
" LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
" }});\n",
" })(); \n",
" </script>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"// 'plot_title' will also apply to the subtitle\n",
"\n",
"p2 + theme(plotTitle = elementText(color=\"blue\"), \n",
" text = elementText(face=\"italic\"), \n",
" title = elementText(face=\"italic\"),\n",
" plotSubtitle = elementText(face=\"italic\"),\n",
" plotCaption = elementText(face=\"italic\"),\n",
" axisTitle = elementText(face=\"italic\"),\n",
" legendTitle = elementText(face=\"italic\"))\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" <div id=\"widMes\"></div>\n",
" <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
" (function() {\n",
" var plotSpec={\n",
"\"ggtitle\":{\n",
"\"text\":\"The plot title\",\n",
"\"subtitle\":\"The plot subtitle\"\n",
"},\n",
"\"mapping\":{\n",
"},\n",
"\"data\":{\n",
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"},\n",
"\"kind\":\"plot\",\n",
"\"scales\":[],\n",
"\"layers\":[{\n",
"\"mapping\":{\n",
"\"x\":\"displ\",\n",
"\"y\":\"hwy\",\n",
"\"color\":\"drv\"\n",
"},\n",
"\"stat\":\"identity\",\n",
"\"position\":\"identity\",\n",
"\"geom\":\"point\",\n",
"\"data\":{\n",
"}\n",
"}],\n",
"\"caption\":{\n",
"\"text\":\"The plot caption\"\n",
"},\n",
"\"theme\":{\n",
"\"plot_title\":{\n",
"\"color\":\"blue\",\n",
"\"blank\":false\n",
"},\n",
"\"plot_caption\":{\n",
"\"color\":\"dark_green\",\n",
"\"blank\":false\n",
"},\n",
"\"plot_subtitle\":{\n",
"\"color\":\"red\",\n",
"\"blank\":false\n",
"}\n",
"}\n",
"};\n",
" var plotContainer = document.getElementById(\"widMes\");\n",
" window.letsPlotCall(function() {{\n",
" LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
" }});\n",
" })(); \n",
" </script>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"// Set own colors\n",
"\n",
"p2 + theme(\n",
" plotTitle = elementText(color=\"blue\"), \n",
" plotSubtitle = elementText(color=\"red\"),\n",
" plotCaption = elementText(color=\"dark_green\"))"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" <div id=\"laXFLe\"></div>\n",
" <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
" (function() {\n",
" var plotSpec={\n",
"\"ggtitle\":{\n",
"\"text\":\"The plot title:\\nFuel efficiency for most popular models of car\",\n",
"\"subtitle\":\"The plot subtitle:\\nPoints are colored by the type of drive train\"\n",
"},\n",
"\"mapping\":{\n",
"},\n",
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"},\n",
"\"kind\":\"plot\",\n",
"\"scales\":[],\n",
"\"layers\":[{\n",
"\"mapping\":{\n",
"\"x\":\"displ\",\n",
"\"y\":\"hwy\",\n",
"\"color\":\"drv\"\n",
"},\n",
"\"stat\":\"identity\",\n",
"\"position\":\"identity\",\n",
"\"geom\":\"point\",\n",
"\"data\":{\n",
"}\n",
"}],\n",
"\"caption\":{\n",
"\"text\":\"The plot caption:\\nmpg dataset\"\n",
"},\n",
"\"theme\":{\n",
"\"plot_caption\":{\n",
"\"color\":\"light_gray\",\n",
"\"blank\":false\n",
"},\n",
"\"plot_subtitle\":{\n",
"\"color\":\"gray\",\n",
"\"blank\":false\n",
"}\n",
"}\n",
"};\n",
" var plotContainer = document.getElementById(\"laXFLe\");\n",
" window.letsPlotCall(function() {{\n",
" LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
" }});\n",
" })(); \n",
" </script>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"// Multiple lines - using `\\n`\n",
"\n",
"p + labs(\n",
" title = \"The plot title:\\nFuel efficiency for most popular models of car\", \n",
" subtitle = \"The plot subtitle:\\nPoints are colored by the type of drive train\",\n",
" caption = \"The plot caption:\\nmpg dataset\"\n",
" ) + theme(plotSubtitle = elementText(color=\"gray\"), plotCaption = elementText(color=\"light_gray\"))"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" <div id=\"8pe8yY\"></div>\n",
" <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
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"},\n",
"\"kind\":\"plot\",\n",
"\"scales\":[{\n",
"\"aesthetic\":\"color\",\n",
"\"name\":\"City mileage\"\n",
"},{\n",
"\"aesthetic\":\"shape\",\n",
"\"name\":\"Drive type\"\n",
"}],\n",
"\"layers\":[{\n",
"\"mapping\":{\n",
"\"x\":\"displ\",\n",
"\"y\":\"hwy\",\n",
"\"color\":\"cty\",\n",
"\"shape\":\"drv\"\n",
"},\n",
"\"stat\":\"identity\",\n",
"\"size\":4.0,\n",
"\"position\":\"identity\",\n",
"\"geom\":\"point\",\n",
"\"data\":{\n",
"}\n",
"}]\n",
"};\n",
" var plotContainer = document.getElementById(\"8pe8yY\");\n",
" window.letsPlotCall(function() {{\n",
" LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
" }});\n",
" })(); \n",
" </script>"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"// Legend title\n",
"\n",
"val p1 = letsPlot(mpg_dat) + geomPoint(size=4) { x=\"displ\"; y=\"hwy\"; color=\"cty\"; shape=\"drv\" } \n",
"p1 + labs(color=\"City mileage\", shape=\"Drive type\")"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" <div id=\"12AnCD\"></div>\n",
" <script type=\"text/javascript\" data-lets-plot-script=\"plot\">\n",
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"},\n",
"\"kind\":\"plot\",\n",
"\"scales\":[{\n",
"\"aesthetic\":\"color\",\n",
"\"name\":\"City mileage\"\n",
"},{\n",
"\"aesthetic\":\"shape\",\n",
"\"name\":\"Drive type\"\n",
"}],\n",
"\"layers\":[{\n",
"\"mapping\":{\n",
"\"x\":\"displ\",\n",
"\"y\":\"hwy\",\n",
"\"color\":\"cty\",\n",
"\"shape\":\"drv\"\n",
"},\n",
"\"stat\":\"identity\",\n",
"\"size\":4.0,\n",
"\"position\":\"identity\",\n",
"\"geom\":\"point\",\n",
"\"data\":{\n",
"}\n",
"}],\n",
"\"theme\":{\n",
"\"legend_position\":\"bottom\"\n",
"}\n",
"};\n",
" var plotContainer = document.getElementById(\"12AnCD\");\n",
" window.letsPlotCall(function() {{\n",
" LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
" }});\n",
" })(); \n",
" </script>"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"// Change legend position\n",
"\n",
"p1 + labs(color=\"City mileage\", shape=\"Drive type\") + theme().legendPositionBottom()"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
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"},\n",
"\"kind\":\"plot\",\n",
"\"scales\":[{\n",
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"\"name\":\"City mileage\\n(mpg)\"\n",
"},{\n",
"\"aesthetic\":\"shape\",\n",
"\"name\":\"Drive type\\n(front/4/rear wheel)\"\n",
"}],\n",
"\"layers\":[{\n",
"\"mapping\":{\n",
"\"x\":\"displ\",\n",
"\"y\":\"hwy\",\n",
"\"color\":\"cty\",\n",
"\"shape\":\"drv\"\n",
"},\n",
"\"stat\":\"identity\",\n",
"\"size\":4.0,\n",
"\"position\":\"identity\",\n",
"\"geom\":\"point\",\n",
"\"data\":{\n",
"}\n",
"}]\n",
"};\n",
" var plotContainer = document.getElementById(\"OgbFPl\");\n",
" window.letsPlotCall(function() {{\n",
" LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
" }});\n",
" })(); \n",
" </script>"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"// Use multiple lines in legend titles\n",
"\n",
"p1 + labs(color=\"City mileage\\n(mpg)\", \n",
" shape=\"Drive type\\n(front/4/rear wheel)\") "
]
},
{
"cell_type": "code",
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"};\n",
" var plotContainer = document.getElementById(\"jdVW4Y\");\n",
" window.letsPlotCall(function() {{\n",
" LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
" }});\n",
" })(); \n",
" </script>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"p1 + theme().legendPositionBottom() +\n",
" labs(color=\"City mileage\\n(mpg)\", shape=\"Drive type\\n(front/4/rear wheel)\") +\n",
" scaleShape(guide=guideLegend(nrow=3))"
]
}
],
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"kernelspec": {
"display_name": "Kotlin",
"language": "kotlin",
"name": "kotlin"
},
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"codemirror_mode": "text/x-kotlin",
"file_extension": ".kt",
"mimetype": "text/x-kotlin",
"name": "kotlin",
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