{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "89375319-5ac5-40e0-a8af-eae13ccf07aa",
   "metadata": {},
   "source": [
    "# Sunshine Hours"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "cdd6cc17-7f95-4692-b36d-4f0ec4234e05",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-03T16:12:41.189712Z",
     "iopub.status.busy": "2025-12-03T16:12:41.186726Z",
     "iopub.status.idle": "2025-12-03T16:12:43.724005Z",
     "shell.execute_reply": "2025-12-03T16:12:43.723769Z"
    }
   },
   "outputs": [
    {
     "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[\"DataFrame\"]) {\n",
       "                var resQueue = [];\n",
       "                window.kotlinQueues[\"DataFrame\"] = resQueue;\n",
       "                window[\"call_DataFrame\"] = function(f) {\n",
       "                    resQueue.push(f);\n",
       "                }\n",
       "            }\n",
       "            (function (){\n",
       "                var modifiers = [(function(script) {\n",
       "    script.src = \"https://cdn.jsdelivr.net/gh/Kotlin/dataframe@3db46ccccaa1291c0627307d64133317f545e6ae/core/src/main/resources/init.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_DataFrame\"] = function(f) {f();};\n",
       "                        window.kotlinQueues[\"DataFrame\"].forEach(function(f) {f();});\n",
       "                        window.kotlinQueues[\"DataFrame\"] = [];\n",
       "                    }, false);\n",
       "                    script.addEventListener(\"error\", function() {\n",
       "                        window[\"call_DataFrame\"] = function(f) {};\n",
       "                        window.kotlinQueues[\"DataFrame\"] = [];\n",
       "                        var div = document.createElement(\"div\");\n",
       "                        div.style.color = 'darkred';\n",
       "                        div.textContent = 'Error loading resource DataFrame';\n",
       "                        document.getElementById(\"kotlin_out_0\").appendChild(div);\n",
       "                    }, false);\n",
       "                    \n",
       "                    e.appendChild(script);\n",
       "                });\n",
       "            })();\n",
       "            </script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "                <style>\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "                </style>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "   <div id=\"7DhClp\"></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@v4.8.1/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(\"7DhClp\").appendChild(div);\n",
       "           };\n",
       "           var e = document.getElementById(\"7DhClp\");\n",
       "           e.appendChild(script);\n",
       "       })();\n",
       "   </script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "            <div id=\"kotlin_out_1\"></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@v4.8.1/js-package/distr/lets-plot.min.js\"\n",
       "    script.type = \"text/javascript\";\n",
       "})];\n",
       "                var e = document.getElementById(\"kotlin_out_1\");\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_1\").appendChild(div);\n",
       "                    }, false);\n",
       "                    \n",
       "                    e.appendChild(script);\n",
       "                });\n",
       "            })();\n",
       "            </script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%useLatestDescriptors\n",
    "%use dataframe\n",
    "%use lets-plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "5d2ed40a-1b0d-4ae9-8487-aa9ed5da59c5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-03T16:12:43.725664Z",
     "iopub.status.busy": "2025-12-03T16:12:43.725434Z",
     "iopub.status.idle": "2025-12-03T16:12:43.754627Z",
     "shell.execute_reply": "2025-12-03T16:12:43.754747Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Lets-Plot Kotlin API v.4.12.0. Frontend: Notebook with dynamically loaded JS. Lets-Plot JS v.4.8.1.\n",
       "Outputs: Web (HTML+JS), Kotlin Notebook (Swing), Static SVG (hidden)"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "LetsPlot.getInfo()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "913838dd-ad3c-4657-a5d7-42ef00972d1e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-03T16:12:43.756476Z",
     "iopub.status.busy": "2025-12-03T16:12:43.756214Z",
     "iopub.status.idle": "2025-12-03T16:12:44.739450Z",
     "shell.execute_reply": "2025-12-03T16:12:44.739247Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/kotlindataframe+json": "{\"nrow\":3,\"ncol\":6,\"columns\":[\"Country\",\"City\",\"Year\",\"Month\",\"Sunshine hours\",\"Angle\"],\"is_formatted\":false,\"kotlin_dataframe\":[{\"Country\":\"Spain\",\"City\":\"Barcelona\",\"Year\":2591.0,\"Month\":\"JAN\",\"Sunshine hours\":158.0,\"Angle\":-15.0},{\"Country\":\"Spain\",\"City\":\"Barcelona\",\"Year\":2591.0,\"Month\":\"FEB\",\"Sunshine hours\":171.0,\"Angle\":-45.0},{\"Country\":\"Spain\",\"City\":\"Barcelona\",\"Year\":2591.0,\"Month\":\"MAR\",\"Sunshine hours\":206.0,\"Angle\":-75.0}]}",
      "text/html": [
       "        <html>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
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       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"df_1358954496\"></table>\n",
       "\n",
       "<p class=\"dataframe_description\">DataFrame: rowsCount = 3, columnsCount = 6</p>\n",
       "<table class=\"dataframe\" id=\"static_df_1358954497\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">Country</th><th class=\"bottomBorder\" style=\"text-align:left\">City</th><th class=\"bottomBorder\" style=\"text-align:left\">Year</th><th class=\"bottomBorder\" style=\"text-align:left\">Month</th><th class=\"bottomBorder\" style=\"text-align:left\">Sunshine hours</th><th class=\"bottomBorder\" style=\"text-align:left\">Angle</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Spain</td><td  style=\"vertical-align:top\">Barcelona</td><td  style=\"vertical-align:top\">2591.000000</td><td  style=\"vertical-align:top\">JAN</td><td  style=\"vertical-align:top\">158.000000</td><td  style=\"vertical-align:top\">-15.000000</td></tr><tr><td  style=\"vertical-align:top\">Spain</td><td  style=\"vertical-align:top\">Barcelona</td><td  style=\"vertical-align:top\">2591.000000</td><td  style=\"vertical-align:top\">FEB</td><td  style=\"vertical-align:top\">171.000000</td><td  style=\"vertical-align:top\">-45.000000</td></tr><tr><td  style=\"vertical-align:top\">Spain</td><td  style=\"vertical-align:top\">Barcelona</td><td  style=\"vertical-align:top\">2591.000000</td><td  style=\"vertical-align:top\">MAR</td><td  style=\"vertical-align:top\">206.000000</td><td  style=\"vertical-align:top\">-75.000000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            /*<!--*/\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: \"<span title=\\\"Country: String\\\">Country</span>\", children: [], rightAlign: false, values: [\"Spain\",\"Spain\",\"Spain\"] }, \n",
       "{ name: \"<span title=\\\"City: String\\\">City</span>\", children: [], rightAlign: false, values: [\"Barcelona\",\"Barcelona\",\"Barcelona\"] }, \n",
       "{ name: \"<span title=\\\"Year: Double\\\">Year</span>\", children: [], rightAlign: true, values: [\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">2591.0</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">2591.0</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">2591.0</span></span>\"] }, \n",
       "{ name: \"<span title=\\\"Month: String\\\">Month</span>\", children: [], rightAlign: false, values: [\"JAN\",\"FEB\",\"MAR\"] }, \n",
       "{ name: \"<span title=\\\"Sunshine hours: Double\\\">Sunshine hours</span>\", children: [], rightAlign: true, values: [\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">158.0</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">171.0</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">206.0</span></span>\"] }, \n",
       "{ name: \"<span title=\\\"Angle: Double\\\">Angle</span>\", children: [], rightAlign: true, values: [\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">-15.0</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">-45.0</span></span>\",\"<span class=\\\"formatted\\\" title=\\\"\\\"><span class=\\\"numbers\\\">-75.0</span></span>\"] }, \n",
       "], id: 1358954496, rootId: 1358954496, totalRows: 3 } ) });\n",
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       "call_DataFrame(function() { DataFrame.renderTable(1358954496) });\n",
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       "document.getElementById(\"static_df_1358954497\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "val shift = 15.0\n",
    "val targetCities = listOf(\"Barcelona\", \"New York City\", \"Lyon\", \"Paris\", \"Amsterdam\", \"Berlin\")\n",
    "val angles = mapOf(\n",
    "    \"Jan\" to -shift, \"Feb\" to -30 - shift, \"Mar\" to -60 - shift, \"Apr\" to 90 - shift, \"May\" to 60 - shift, \"Jun\" to 30 - shift,\n",
    "    \"Jul\" to -shift, \"Aug\" to -30 - shift, \"Sep\" to -60 - shift, \"Oct\" to 90 - shift, \"Nov\" to 60 - shift, \"Dec\" to 30 - shift,\n",
    ")\n",
    "val df = DataFrame.readCSV(\"https://raw.githubusercontent.com/JetBrains/lets-plot-docs/master/data/sunshine_hours.csv\")\n",
    "    .filter { \"City\"<String>() in targetCities }\n",
    "    .gather(\"Jan\", \"Feb\", \"Mar\", \"Apr\", \"May\", \"Jun\", \"Jul\", \"Aug\", \"Sep\", \"Oct\", \"Nov\", \"Dec\")\n",
    "            .into(\"Month\", \"Sunshine hours\")\n",
    "    .add(\"Angle\") { angles[\"Month\"<String>()] }\n",
    "    .update { \"Month\"<String>() }.with { it.uppercase() }\n",
    "    .add(\"Id\") { targetCities.indexOf(\"City\"<String>()) }.sortBy(\"Id\").remove(\"Id\")\n",
    "val dataMap = df.toMap()\n",
    "df.head(3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "fd65e943-652f-42b8-b26b-3d763476d554",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-03T16:12:44.741375Z",
     "iopub.status.busy": "2025-12-03T16:12:44.740897Z",
     "iopub.status.idle": "2025-12-03T16:12:45.323002Z",
     "shell.execute_reply": "2025-12-03T16:12:45.322892Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "   <div id=\"F0KFXj\"></div>\n",
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    },
    {
     "data": {
      "application/plot+json": {
       "apply_color_scheme": true,
       "output": {
        "caption": {
         "text": "Sunshine duration is expressed in (average) hours per month\nData source: <a href=\"https://www.kaggle.com/datasets/bilalwaseer/sunshine-hours-for-cities-around-the-world\">sunshine hours for cities around the world</a>\nOriginal plot: <a href=\"https://www.linkedin.com/feed/update/urn:li:activity:7186216546602524672/\">Giulia Mezzadri, PhD's Post</a>"
        },
        "coord": {
         "name": "polar",
         "start": 0.2617993877991494
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        "data": {
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          -75.0,
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         "City": [
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          "Barcelona",
          "Barcelona",
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          "Barcelona",
          "New York City",
          "New York City",
          "New York City",
          "New York City",
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          "New York City",
          "New York City",
          "New York City",
          "New York City",
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          "New York City",
          "Lyon",
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          "Paris",
          "Paris",
          "Paris",
          "Amsterdam",
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          "Amsterdam",
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          "Berlin",
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          "Berlin",
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          "Berlin",
          "Berlin",
          "Berlin",
          "Berlin"
         ],
         "Country": [
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          "Spain",
          "Spain",
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          "Spain",
          "Spain",
          "Spain",
          "Spain",
          "Spain",
          "Spain",
          "Spain",
          "Spain",
          "United States",
          "United States",
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          "United States",
          "United States",
          "United States",
          "United States",
          "United States",
          "United States",
          "United States",
          "United States",
          "United States",
          "France",
          "France",
          "France",
          "France",
          "France",
          "France",
          "France",
          "France",
          "France",
          "France",
          "France",
          "France",
          "France",
          "France",
          "France",
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          "France",
          "France",
          "France",
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          "France",
          "France",
          "France",
          "Netherlands",
          "Netherlands",
          "Netherlands",
          "Netherlands",
          "Netherlands",
          "Netherlands",
          "Netherlands",
          "Netherlands",
          "Netherlands",
          "Netherlands",
          "Netherlands",
          "Netherlands",
          "Germany",
          "Germany",
          "Germany",
          "Germany",
          "Germany",
          "Germany",
          "Germany",
          "Germany",
          "Germany",
          "Germany",
          "Germany",
          "Germany"
         ],
         "Month": [
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          "FEB",
          "MAR",
          "APR",
          "MAY",
          "JUN",
          "JUL",
          "AUG",
          "SEP",
          "OCT",
          "NOV",
          "DEC",
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         "Sunshine hours": [
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         "Year": [
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        "ggtitle": {
         "text": "Comparing Sunshine Hours"
        },
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        ],
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        },
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       "                    <tspan>JAN</tspan>\n",
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       "                    <tspan>FEB</tspan>\n",
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       "                    <tspan>MAR</tspan>\n",
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       "                    <tspan>DEC</tspan>\n",
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       "                    <tspan>JAN</tspan>\n",
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       "                    <tspan>FEB</tspan>\n",
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       "                    <tspan>MAR</tspan>\n",
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       "                    <tspan>JAN</tspan>\n",
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       "                    <tspan>FEB</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(435.0 290.12344350520914 126.82412731966389 ) \">\n",
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       "                    <tspan>MAR</tspan>\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>APR</tspan>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(315.0 255.6142374915397 255.61423749153965 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAY</tspan>\n",
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       "                    <tspan>OCT</tspan>\n",
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       "                    <tspan>NOV</tspan>\n",
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       "                    <tspan>DEC</tspan>\n",
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       "                    <tspan>JAN</tspan>\n",
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       "                    <tspan>FEB</tspan>\n",
       "                  </text>\n",
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       "                    <tspan>MAR</tspan>\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>APR</tspan>\n",
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       "              <g transform=\"rotate(315.0 255.6142374915397 255.61423749153965 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAY</tspan>\n",
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       "                    <tspan>OCT</tspan>\n",
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       "                    <tspan>DEC</tspan>\n",
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       "                    <tspan>JAN</tspan>\n",
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       "                    <tspan>FEB</tspan>\n",
       "                  </text>\n",
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       "                    <tspan>MAR</tspan>\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>APR</tspan>\n",
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       "                    <tspan>MAY</tspan>\n",
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       "                    <tspan>OCT</tspan>\n",
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       "                    <tspan>DEC</tspan>\n",
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       "                    <tspan>JAN</tspan>\n",
       "                  </text>\n",
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       "                    <tspan>FEB</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(435.0 290.12344350520914 126.82412731966389 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAR</tspan>\n",
       "                  </text>\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>APR</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(315.0 255.6142374915397 255.61423749153965 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAY</tspan>\n",
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       "                <path d=\"M212.07592205930774 298.12344350520914 C212.07592205930774 298.12344350520914 212.07592205930774 298.12344350520914 212.07592205930774 298.12344350520914 L212.07592205930774 282.12344350520914 C212.07592205930774 282.12344350520914 212.07592205930774 282.12344350520914 212.07592205930774 282.12344350520914 L179.6091566346979 282.12344350520914 C179.6091566346979 282.12344350520914 179.6091566346979 282.12344350520914 179.6091566346979 282.12344350520914 L179.6091566346979 298.12344350520914 C179.6091566346979 298.12344350520914 179.6091566346979 298.12344350520914 179.6091566346979 298.12344350520914 Z\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(252,243,228)\" fill-opacity=\"1.0\" stroke-width=\"0.0\">\n",
       "                </path>\n",
       "                <g transform=\"translate(195.84253934700283 294.92344350520915 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>JUN</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(375.0 126.82412731966392 290.12344350520914 ) \">\n",
       "                <path d=\"M141.9086137934645 298.12344350520914 C141.9086137934645 298.12344350520914 141.9086137934645 298.12344350520914 141.9086137934645 298.12344350520914 L141.9086137934645 282.12344350520914 C141.9086137934645 282.12344350520914 141.9086137934645 282.12344350520914 141.9086137934645 282.12344350520914 L111.73964084586335 282.12344350520914 C111.73964084586335 282.12344350520914 111.73964084586335 282.12344350520914 111.73964084586335 282.12344350520914 L111.73964084586335 298.12344350520914 C111.73964084586335 298.12344350520914 111.73964084586335 298.12344350520914 111.73964084586335 298.12344350520914 Z\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(252,243,228)\" fill-opacity=\"1.0\" stroke-width=\"0.0\">\n",
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       "                <g transform=\"translate(126.82412731966392 294.92344350520915 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>JUL</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(405.0 67.052429175127 255.6142374915397 ) \">\n",
       "                <path d=\"M87.15780522152053 263.6142374915397 C87.15780522152053 263.6142374915397 87.15780522152053 263.6142374915397 87.15780522152053 263.6142374915397 L87.15780522152053 247.6142374915397 C87.15780522152053 247.6142374915397 87.15780522152053 247.6142374915397 87.15780522152053 247.6142374915397 L46.94705312873347 247.6142374915397 C46.94705312873347 247.6142374915397 46.94705312873347 247.6142374915397 46.94705312873347 247.6142374915397 L46.94705312873347 263.6142374915397 C46.94705312873347 263.6142374915397 46.94705312873347 263.6142374915397 46.94705312873347 263.6142374915397 Z\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(252,243,228)\" fill-opacity=\"1.0\" stroke-width=\"0.0\">\n",
       "                </path>\n",
       "                <g transform=\"translate(67.052429175127 260.4142374915397 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>AUG</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(435.0 32.543223161457576 195.84253934700288 ) \">\n",
       "                <path d=\"M51.71449604834265 203.84253934700288 C51.71449604834265 203.84253934700288 51.71449604834265 203.84253934700288 51.71449604834265 203.84253934700288 L51.71449604834265 187.84253934700288 C51.71449604834265 187.84253934700288 51.71449604834265 187.84253934700288 51.71449604834265 187.84253934700288 L13.371950274572495 187.84253934700288 C13.371950274572495 187.84253934700288 13.371950274572495 187.84253934700288 13.371950274572495 187.84253934700288 L13.371950274572495 203.84253934700288 C13.371950274572495 203.84253934700288 13.371950274572495 203.84253934700288 13.371950274572495 203.84253934700288 Z\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(252,243,228)\" fill-opacity=\"1.0\" stroke-width=\"0.0\">\n",
       "                </path>\n",
       "                <g transform=\"translate(32.543223161457576 200.6425393470029 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>SEP</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(285.0 32.54322316145755 126.82412731966394 ) \">\n",
       "                <path d=\"M52.64859920785108 134.82412731966394 C52.64859920785108 134.82412731966394 52.64859920785108 134.82412731966394 52.64859920785108 134.82412731966394 L52.64859920785108 118.82412731966394 C52.64859920785108 118.82412731966394 52.64859920785108 118.82412731966394 52.64859920785108 118.82412731966394 L12.437847115064013 118.82412731966394 C12.437847115064013 118.82412731966394 12.437847115064013 118.82412731966394 12.437847115064013 118.82412731966394 L12.437847115064013 134.82412731966394 C12.437847115064013 134.82412731966394 12.437847115064013 134.82412731966394 12.437847115064013 134.82412731966394 Z\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(252,243,228)\" fill-opacity=\"1.0\" stroke-width=\"0.0\">\n",
       "                </path>\n",
       "                <g transform=\"translate(32.54322316145755 131.62412731966396 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>OCT</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(315.0 67.0524291751269 67.05242917512709 ) \">\n",
       "                <path d=\"M87.15780522152045 75.05242917512709 C87.15780522152045 75.05242917512709 87.15780522152045 75.05242917512709 87.15780522152045 75.05242917512709 L87.15780522152045 59.05242917512709 C87.15780522152045 59.05242917512709 87.15780522152045 59.05242917512709 87.15780522152045 59.05242917512709 L46.94705312873337 59.05242917512709 C46.94705312873337 59.05242917512709 46.94705312873337 59.05242917512709 46.94705312873337 59.05242917512709 L46.94705312873337 75.05242917512709 C46.94705312873337 75.05242917512709 46.94705312873337 75.05242917512709 46.94705312873337 75.05242917512709 Z\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(252,243,228)\" fill-opacity=\"1.0\" stroke-width=\"0.0\">\n",
       "                </path>\n",
       "                <g transform=\"translate(67.0524291751269 71.85242917512709 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>NOV</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(345.0 126.8241273196638 32.54322316145755 ) \">\n",
       "                <path d=\"M146.92950336605733 40.54322316145755 C146.92950336605733 40.54322316145755 146.92950336605733 40.54322316145755 146.92950336605733 40.54322316145755 L146.92950336605733 24.543223161457547 C146.92950336605733 24.543223161457547 146.92950336605733 24.543223161457547 146.92950336605733 24.543223161457547 L106.71875127327027 24.543223161457547 C106.71875127327027 24.543223161457547 106.71875127327027 24.543223161457547 106.71875127327027 24.543223161457547 L106.71875127327027 40.54322316145755 C106.71875127327027 40.54322316145755 106.71875127327027 40.54322316145755 106.71875127327027 40.54322316145755 Z\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(252,243,228)\" fill-opacity=\"1.0\" stroke-width=\"0.0\">\n",
       "                </path>\n",
       "                <g transform=\"translate(126.8241273196638 37.343223161457544 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" y=\"0.0\" fill-opacity=\"1.0\" text-anchor=\"middle\">\n",
       "                    <tspan>DEC</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
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       "        <g pointer-events=\"none\" transform=\"translate(665.3333333333334 384.6666666666667 ) \">\n",
       "        </g>\n",
       "      </g>\n",
       "      <g transform=\"translate(826.6666666666667 377.6666666666667 ) \">\n",
       "        <text style=\"font-size:20.0px;\" y=\"0.0\" class=\"facet-strip-text-x\" text-anchor=\"middle\">\n",
       "          <tspan>Berlin</tspan>\n",
       "        </text>\n",
       "      </g>\n",
       "    </g>\n",
       "    <g transform=\"translate(26.0 53.433333333333316 ) \">\n",
       "      <text style=\"font-size:32.0px;\" y=\"0.0\" class=\"plot-title\">\n",
       "        <tspan>Comparing Sunshine Hours</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(994.0 813.5666666666667 ) \">\n",
       "      <text style=\"font-size:13.0px;\" y=\"0.0\" class=\"plot-caption\" text-anchor=\"end\">\n",
       "        <tspan>Sunshine duration is expressed in (average) hours per month</tspan>\n",
       "      </text>\n",
       "      <text style=\"font-size:13.0px;\" y=\"13.0\" class=\"plot-caption\" text-anchor=\"end\">\n",
       "        <tspan>Data source: </tspan><a href=\"https://www.kaggle.com/datasets/bilalwaseer/sunshine-hours-for-cities-around-the-world\" xlink:href=\"https://www.kaggle.com/datasets/bilalwaseer/sunshine-hours-for-cities-around-the-world\" target=\"_blank\"><tspan class=\"hyperlink-element\">sunshine hours for cities around the world</tspan></a>\n",
       "      </text>\n",
       "      <text style=\"font-size:13.0px;\" y=\"26.0\" class=\"plot-caption\" text-anchor=\"end\">\n",
       "        <tspan>Original plot: </tspan><a href=\"https://www.linkedin.com/feed/update/urn:li:activity:7186216546602524672/\" xlink:href=\"https://www.linkedin.com/feed/update/urn:li:activity:7186216546602524672/\" target=\"_blank\"><tspan class=\"hyperlink-element\">Giulia Mezzadri, PhD&#39;s Post</tspan></a>\n",
       "      </text>\n",
       "    </g>\n",
       "    <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 4.833333333333314 L0.0 845.1666666666667 L1000.0 845.1666666666667 L1000.0 4.833333333333314 Z\" pointer-events=\"none\">\n",
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       "  </g>\n",
       "  <g id=\"dQ5fON2\">\n",
       "  </g>\n",
       "</svg>\n",
       "                <script>document.getElementById(\"44666a4f-7562-4253-9502-72876b720c14\").style.display = \"none\";</script>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "val fontFamily = \"ParaType\"\n",
    "val fontFace = \"bold\"\n",
    "val backgroundColor = \"#fcf3e4\"\n",
    "val gridColor = \"#ccc2a2\"\n",
    "\n",
    "val yBreaks = listOf(100.0, 200.0)\n",
    "val yBreaksData = mapOf(\n",
    "    \"x\" to List(yBreaks.size) { \"JAN\" },\n",
    "    \"y\" to yBreaks,\n",
    "    \"text\" to yBreaks.map(Any::toString),\n",
    ")\n",
    "\n",
    "letsPlot(dataMap) { x = asDiscrete(\"Month\", levels = angles.keys.toList()); y = \"Sunshine hours\" } +\n",
    "    geomText(data = yBreaksData, size = 6, vjust = 0,\n",
    "             angle = -shift, family = fontFamily, fontface = fontFace)\n",
    "        { x = \"x\"; y = \"y\"; label = \"text\" } +\n",
    "    geomBar(stat = Stat.identity, color = \"black\", fill = \"#fbc117\",\n",
    "            tooltips = layerTooltips().title(\"@City\").line(\"@Month: @{Sunshine hours}\")) +\n",
    "    geomLabel(y = 330, family = fontFamily, fontface = fontFace, size = 8,\n",
    "              labelPadding = 0, labelR = 0, labelSize = 0, fill = backgroundColor)\n",
    "        { x = \"Month\"; label = \"Month\"; angle = \"Angle\" } +\n",
    "    facetWrap(facets = \"City\", order = null) +\n",
    "    coordPolar(start = PI * shift / 180) +\n",
    "    labs(title = \"Comparing Sunshine Hours\",\n",
    "         caption = \"Sunshine duration is expressed in (average) hours per month\\n\" +\n",
    "                   \"Data source: \" +\n",
    "                     \"<a href=\\\"https://www.kaggle.com/datasets/bilalwaseer/sunshine-hours-for-cities-around-the-world\\\">\" +\n",
    "                       \"sunshine hours for cities around the world\" +\n",
    "                     \"</a>\\n\" +\n",
    "                   \"Original plot: \" +\n",
    "                      \"<a href=\\\"https://www.linkedin.com/feed/update/urn:li:activity:7186216546602524672/\\\">\" +\n",
    "                        \"Giulia Mezzadri, PhD's Post\" +\n",
    "                      \"</a>\") +\n",
    "    ggsize(1000, 850) +\n",
    "    theme(axis = \"blank\",\n",
    "          plotTitle = elementText(size = 32, family = fontFamily, face = fontFace, margin = listOf(20, 20, 30)),\n",
    "          plotCaption = elementText(family = fontFamily, face = fontFace),\n",
    "          stripText = elementText(size = 20, family = fontFamily, face = fontFace),\n",
    "          plotBackground = elementRect(fill = backgroundColor),\n",
    "          panelGrid = elementLine(color = gridColor, size = 2))"
   ]
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