{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "9324701a-df5f-47c2-83c8-0e5a9849bdd2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-12-17T13:35:25.471261Z",
     "iopub.status.busy": "2024-12-17T13:35:25.469193Z",
     "iopub.status.idle": "2024-12-17T13:35:27.401040Z",
     "shell.execute_reply": "2024-12-17T13:35:27.400307Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "   <div id=\"6LO0cE\"></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@v4.5.2/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(\"6LO0cE\").appendChild(div);\n",
       "           };\n",
       "           var e = document.getElementById(\"6LO0cE\");\n",
       "           e.appendChild(script);\n",
       "       })();\n",
       "   </script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "            <div id=\"kotlin_out_0\"></div>\n",
       "            <script type=\"text/javascript\">\n",
       "                            if(!window.kotlinQueues) {\n",
       "                window.kotlinQueues = {};\n",
       "            }\n",
       "            if(!window.kotlinQueues[\"letsPlotJs\"]) {\n",
       "                var resQueue = [];\n",
       "                window.kotlinQueues[\"letsPlotJs\"] = resQueue;\n",
       "                window[\"call_letsPlotJs\"] = function(f) {\n",
       "                    resQueue.push(f);\n",
       "                }\n",
       "            }\n",
       "            (function (){\n",
       "                var modifiers = [(function(script) {\n",
       "    script.src = \"https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.2/js-package/distr/lets-plot.min.js\"\n",
       "    script.type = \"text/javascript\";\n",
       "})];\n",
       "                var e = document.getElementById(\"kotlin_out_0\");\n",
       "                modifiers.forEach(function (gen) {\n",
       "                    var script = document.createElement(\"script\");\n",
       "                    gen(script)\n",
       "                    script.addEventListener(\"load\", function() {\n",
       "                        window[\"call_letsPlotJs\"] = function(f) {f();};\n",
       "                        window.kotlinQueues[\"letsPlotJs\"].forEach(function(f) {f();});\n",
       "                        window.kotlinQueues[\"letsPlotJs\"] = [];\n",
       "                    }, false);\n",
       "                    script.addEventListener(\"error\", function() {\n",
       "                        window[\"call_letsPlotJs\"] = function(f) {};\n",
       "                        window.kotlinQueues[\"letsPlotJs\"] = [];\n",
       "                        var div = document.createElement(\"div\");\n",
       "                        div.style.color = 'darkred';\n",
       "                        div.textContent = 'Error loading resource letsPlotJs';\n",
       "                        document.getElementById(\"kotlin_out_0\").appendChild(div);\n",
       "                    }, false);\n",
       "                    \n",
       "                    e.appendChild(script);\n",
       "                });\n",
       "            })();\n",
       "            </script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%useLatestDescriptors\n",
    "%use lets-plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "58fe2f92-6711-4096-b4d1-e566a12c81f1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-12-17T13:35:27.404038Z",
     "iopub.status.busy": "2024-12-17T13:35:27.403829Z",
     "iopub.status.idle": "2024-12-17T13:35:27.451562Z",
     "shell.execute_reply": "2024-12-17T13:35:27.451685Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Lets-Plot Kotlin API v.4.9.3. Frontend: Notebook with dynamically loaded JS. Lets-Plot JS v.4.5.2."
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "LetsPlot.getInfo()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "82bffdd3-fca2-46bd-b4cd-b3e27ede27e0",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-12-17T13:35:27.453503Z",
     "iopub.status.busy": "2024-12-17T13:35:27.453286Z",
     "iopub.status.idle": "2024-12-17T13:35:27.486068Z",
     "shell.execute_reply": "2024-12-17T13:35:27.485796Z"
    }
   },
   "outputs": [],
   "source": [
    "import org.jetbrains.letsPlot.intern.Feature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "27fb7202-f86c-4ff7-a3be-fbfbb138b9cd",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-12-17T13:35:27.488457Z",
     "iopub.status.busy": "2024-12-17T13:35:27.488242Z",
     "iopub.status.idle": "2024-12-17T13:35:27.519098Z",
     "shell.execute_reply": "2024-12-17T13:35:27.518831Z"
    }
   },
   "outputs": [],
   "source": [
    "val colorMargin = \"#b3cde3\"\n",
    "val colorKey = \"#decbe4\"\n",
    "val colorLabel = \"#fddaec\"\n",
    "val colorPlot = \"#ccebc5\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3f3dd770-6484-4c25-961f-358f06f864d0",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-12-17T13:35:27.521839Z",
     "iopub.status.busy": "2024-12-17T13:35:27.521030Z",
     "iopub.status.idle": "2024-12-17T13:35:27.953276Z",
     "shell.execute_reply": "2024-12-17T13:35:27.953014Z"
    }
   },
   "outputs": [],
   "source": [
    "data class Bounds(val xmin: Double, val ymin: Double, val xmax: Double, val ymax: Double)\n",
    "\n",
    "fun legendElement(b: Bounds): Feature {\n",
    "    return geomRect(xmin = b.xmin, xmax = b.xmax, ymin = b.ymin, ymax = b.ymax,\n",
    "                    fill = colorLabel, color = colorLabel, size = 0) +\n",
    "        geomRect(xmin = b.xmin, xmax = b.xmin + 1.5, ymin = b.ymin, ymax = b.ymax,\n",
    "                 fill = colorKey, color = colorKey, size = 0) +\n",
    "        geomText(x = b.xmin + 0.1, y = (b.ymin + b.ymax) / 2.0,\n",
    "                 label = \"key\", vjust = 0.5, hjust = 0.0, size = 10) +\n",
    "        geomText(x = b.xmin + 1.6, y = (b.ymin + b.ymax) / 2.0,\n",
    "                 label = \"label\", vjust = 0.5, hjust = 0.0, size = 10)\n",
    "}\n",
    "\n",
    "fun legend(x: Double, y: Double, w: Double, h: Double): Feature {\n",
    "    val xmin = x\n",
    "    val xmax = x + w\n",
    "    val ymin = y\n",
    "    val ymax = ymin + h\n",
    "\n",
    "    val margin = 1.0\n",
    "    val space = 1.0\n",
    "    val titleH = 1.5\n",
    "    val elemW = ((w - margin * 2.0) - space) / 2.0\n",
    "    val elemH = ((h - margin * 2.0)) / 2.0 - space - 0.2\n",
    "\n",
    "    // elements bounds\n",
    "    val innerBounds = Bounds(xmin + margin, ymin + margin,\n",
    "                             xmax - margin, ymax - margin)\n",
    "    val elem11 = Bounds(innerBounds.xmin, innerBounds.ymax - titleH - elemH,\n",
    "                        innerBounds.xmin + elemW, innerBounds.ymax - titleH)\n",
    "    val elem12 = Bounds(innerBounds.xmin + elemW + space, innerBounds.ymax - titleH - elemH,\n",
    "                        innerBounds.xmax, innerBounds.ymax - titleH)\n",
    "    val elem21 = Bounds(elem11.xmin, innerBounds.ymin, elem11.xmax, innerBounds.ymin + elemH)\n",
    "    val elem22 = Bounds(elem12.xmin, innerBounds.ymin, innerBounds.xmax, elem21.ymax)\n",
    "\n",
    "    // plot elements\n",
    "    val legendBackground = geomRect(xmin = xmin, xmax = xmax,\n",
    "                                    ymin = ymin, ymax = ymax,\n",
    "                                    fill = colorMargin, size = 1.5)\n",
    "    val legendElementsBox = geomRect(xmin = innerBounds.xmin, xmax = innerBounds.xmax,\n",
    "                                     ymin = innerBounds.ymin, ymax = innerBounds.ymax,\n",
    "                                     fill = \"white\", size = 0)\n",
    "    val title = geomText(label = \"Title\",\n",
    "                         x = innerBounds.xmin + 0.1, y = innerBounds.ymax - titleH / 2.0,\n",
    "                         vjust = 0.5, hjust = 0, size = 10)\n",
    "    val row1 = legendElement(elem11) + legendElement(elem12)\n",
    "    val row2 = legendElement(elem21) + legendElement(elem22)\n",
    "    \n",
    "    return legendBackground + legendElementsBox + title + row1 + row2\n",
    "}\n",
    "\n",
    "fun annotationLine(x: Double, y: Double, xend: Double? = null, yend: Double? = null,\n",
    "                   typeArrow: String? = \"both\", linetype: String = \"solid\"): Feature {\n",
    "    val xend: Double = xend ?: x\n",
    "    val yend: Double = yend ?: y\n",
    "    val withArrow: Map<String, Any>? = typeArrow?.let { ends ->\n",
    "        arrow(length = 5, ends = ends, type = \"closed\")\n",
    "    }\n",
    "    return geomSegment(x = x, y = y, xend = xend, yend = yend, linetype = linetype, arrow = withArrow)\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e22d5992-2b66-4e49-b147-f23046bc93c4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-12-17T13:35:27.955722Z",
     "iopub.status.busy": "2024-12-17T13:35:27.955052Z",
     "iopub.status.idle": "2024-12-17T13:35:28.060433Z",
     "shell.execute_reply": "2024-12-17T13:35:28.060133Z"
    }
   },
   "outputs": [],
   "source": [
    "val plottingArea = geomRect(xmin = 0, xmax = 3, ymin = -1, ymax = 19,\n",
    "                            fill = colorPlot, color = colorMargin,\n",
    "                            size = 14, alpha = 0.5) +\n",
    "    geomText(label = \"plotting area\", x = 2, y = 10,\n",
    "             hjust = 0.5, vjust = 0, angle = 90, size = 11, color = \"grey\") +\n",
    "    geomText(label = \"plotInset\", x = 2.8, y = 10,\n",
    "             hjust = 0.5, vjust = 1, angle = 90, family = \"Courier\")\n",
    "val legendBoxSpacing = geomText(label = \"legendBoxSpacing\", x = 4.2, y = 10.5,\n",
    "                                hjust = 0, vjust = 0, angle = 90, family = \"Courier\") +\n",
    "    annotationLine(x = 3.3, y = 10.2, xend = 5.0)\n",
    "val legendBoxes = legend(x = 5.0, y = 10.0, w = 15.0, h = 8.5) +\n",
    "    legend(x = 5.0, y = 0.0,  w = 12.0, h = 8.5) +\n",
    "    geomText(label = \"legendJustification(0, 1)\", x = 23, y = 19,\n",
    "             hjust = 1, vjust = 0, family = \"Courier\") +\n",
    "    annotationLine(x = -1.0, y = 18.5, xend = 22.0, typeArrow = null, linetype = \"dashed\")\n",
    "val legendAnnotations = geomText(label = \"legendMargin\", x = 15, y = 18, hjust = 0, family = \"Courier\") +\n",
    "    geomText(label = \"legendSpacingY\", x = 6, y = 9.2, hjust = 0, family = \"Courier\") +\n",
    "        annotationLine(x = 5.4, y = 8.5, yend = 10.0) +\n",
    "    geomText(label = \"legendKeySpacingX\", x = 12.8, y = 9.2, hjust = 0, family = \"Courier\") +\n",
    "        annotationLine(x = 12.0, y = 11.5, xend = 13.0) +\n",
    "        annotationLine(x = 12.5, y = 9.2, yend = 11.5, typeArrow = null) +\n",
    "    geomText(label = \"legendKeySpacingY\", x = 14, y = 13.5, hjust = 0, family = \"Courier\") +\n",
    "        annotationLine(x = 13.8, y = 13.1, yend = 13.9) +\n",
    "    geomText(label = \"legendBoxJustificationLeft() (legendBoxVertical())\",\n",
    "             x = 5.3, y = -1, hjust = 0, family = \"Courier\") +\n",
    "        annotationLine(x = 5.0, y = -2.0, yend = 20.0, typeArrow = null, linetype = \"dashed\") +\n",
    "    geomText(label = \"legendKeyWidth\", x = 12, y = 7, hjust = 0, family = \"Courier\") +\n",
    "        annotationLine(x = 11.5, y = 6.5, xend = 13.0) +\n",
    "    geomText(label = \"legendKeyHeight\", x = 10.5, y = 3.5, hjust = 0, family = \"Courier\") +\n",
    "        annotationLine(x = 11.2, y = 4.0, yend = 5.9)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "ca5bfaba-4c5c-4280-9169-dc1fb0290fd7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-12-17T13:35:28.062362Z",
     "iopub.status.busy": "2024-12-17T13:35:28.062006Z",
     "iopub.status.idle": "2024-12-17T13:35:28.335143Z",
     "shell.execute_reply": "2024-12-17T13:35:28.335026Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "   <div id=\"lXKv1D\"></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@v4.5.2/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(\"lXKv1D\").appendChild(div);\n",
       "           };\n",
       "           var e = document.getElementById(\"lXKv1D\");\n",
       "           e.appendChild(script);\n",
       "       })();\n",
       "   </script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/plot+json": {
       "apply_color_scheme": true,
       "output": {
        "coord": {
         "flip": false,
         "name": "cartesian",
         "xlim": [
          1.2,
          23.0
         ]
        },
        "ggsize": {
         "height": 800.0,
         "width": 1000.0
        },
        "kind": "plot",
        "layers": [
         {
          "alpha": 0.5,
          "color": "#b3cde3",
          "fill": "#ccebc5",
          "geom": "rect",
          "mapping": {},
          "position": "identity",
          "size": 14.0,
          "stat": "identity",
          "xmax": 3.0,
          "xmin": 0.0,
          "ymax": 19.0,
          "ymin": -1.0
         },
         {
          "angle": 90.0,
          "color": "grey",
          "geom": "text",
          "hjust": 0.5,
          "label": "plotting area",
          "mapping": {},
          "position": "identity",
          "size": 11.0,
          "stat": "identity",
          "vjust": 0.0,
          "x": 2.0,
          "y": 10.0
         },
         {
          "angle": 90.0,
          "family": "Courier",
          "geom": "text",
          "hjust": 0.5,
          "label": "plotInset",
          "mapping": {},
          "position": "identity",
          "stat": "identity",
          "vjust": 1.0,
          "x": 2.8,
          "y": 10.0
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         {
          "angle": 90.0,
          "family": "Courier",
          "geom": "text",
          "hjust": 0.0,
          "label": "legendBoxSpacing",
          "mapping": {},
          "position": "identity",
          "stat": "identity",
          "vjust": 0.0,
          "x": 4.2,
          "y": 10.5
         },
         {
          "arrow": {
           "ends": "both",
           "length": 5.0,
           "name": "arrow",
           "type": "closed"
          },
          "geom": "segment",
          "linetype": "solid",
          "mapping": {},
          "position": "identity",
          "stat": "identity",
          "x": 3.3,
          "xend": 5.0,
          "y": 10.2,
          "yend": 10.2
         },
         {
          "fill": "#b3cde3",
          "geom": "rect",
          "mapping": {},
          "position": "identity",
          "size": 1.5,
          "stat": "identity",
          "xmax": 20.0,
          "xmin": 5.0,
          "ymax": 18.5,
          "ymin": 10.0
         },
         {
          "fill": "white",
          "geom": "rect",
          "mapping": {},
          "position": "identity",
          "size": 0.0,
          "stat": "identity",
          "xmax": 19.0,
          "xmin": 6.0,
          "ymax": 17.5,
          "ymin": 11.0
         },
         {
          "geom": "text",
          "hjust": 0.0,
          "label": "Title",
          "mapping": {},
          "position": "identity",
          "size": 10.0,
          "stat": "identity",
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          "x": 6.1,
          "y": 16.75
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          "fill": "#fddaec",
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          "mapping": {},
          "position": "identity",
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         {
          "color": "#decbe4",
          "fill": "#decbe4",
          "geom": "rect",
          "mapping": {},
          "position": "identity",
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          "stat": "identity",
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         {
          "geom": "text",
          "hjust": 0.0,
          "label": "key",
          "mapping": {},
          "position": "identity",
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          "stat": "identity",
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          "geom": "text",
          "hjust": 0.0,
          "label": "label",
          "mapping": {},
          "position": "identity",
          "size": 10.0,
          "stat": "identity",
          "vjust": 0.5,
          "x": 7.6,
          "y": 14.975
         },
         {
          "color": "#fddaec",
          "fill": "#fddaec",
          "geom": "rect",
          "mapping": {},
          "position": "identity",
          "size": 0.0,
          "stat": "identity",
          "xmax": 19.0,
          "xmin": 13.0,
          "ymax": 16.0,
          "ymin": 13.95
         },
         {
          "color": "#decbe4",
          "fill": "#decbe4",
          "geom": "rect",
          "mapping": {},
          "position": "identity",
          "size": 0.0,
          "stat": "identity",
          "xmax": 14.5,
          "xmin": 13.0,
          "ymax": 16.0,
          "ymin": 13.95
         },
         {
          "geom": "text",
          "hjust": 0.0,
          "label": "key",
          "mapping": {},
          "position": "identity",
          "size": 10.0,
          "stat": "identity",
          "vjust": 0.5,
          "x": 13.1,
          "y": 14.975
         },
         {
          "geom": "text",
          "hjust": 0.0,
          "label": "label",
          "mapping": {},
          "position": "identity",
          "size": 10.0,
          "stat": "identity",
          "vjust": 0.5,
          "x": 14.6,
          "y": 14.975
         },
         {
          "color": "#fddaec",
          "fill": "#fddaec",
          "geom": "rect",
          "mapping": {},
          "position": "identity",
          "size": 0.0,
          "stat": "identity",
          "xmax": 12.0,
          "xmin": 6.0,
          "ymax": 13.05,
          "ymin": 11.0
         },
         {
          "color": "#decbe4",
          "fill": "#decbe4",
          "geom": "rect",
          "mapping": {},
          "position": "identity",
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       "#pOT8uxy .hyperlink-element {\n",
       "fill: #118ed8;\n",
       "font-weight: normal;\n",
       "   font-style: normal;\n",
       "}\n",
       "#pOT8uxy .legend-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
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       "#pOT8uxy .legend-item {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
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       "#pOT8uxy .axis-title-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
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       "#pOT8uxy .axis-text-x {\n",
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       "font-weight: normal;\n",
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       "#defbsfM .axis-tooltip-text-x {\n",
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       "font-size: 13.0px;\n",
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       "#pOT8uxy .axis-title-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
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       "#pOT8uxy .axis-text-y {\n",
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       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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       "#defbsfM .axis-tooltip-text-y {\n",
       "fill: #ffffff;\n",
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       "font-size: 13.0px;\n",
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       "#pOT8uxy .facet-strip-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
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       "font-size: 13.0px;\n",
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       "#defbsfM .tooltip-text {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
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       "#defbsfM .tooltip-title {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
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       "#defbsfM .tooltip-label {\n",
       "fill: #474747;\n",
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       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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    "letsPlot() +\n",
    "    plottingArea +\n",
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    "    legendAnnotations +\n",
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