{
 "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": {
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     "iopub.status.busy": "2025-03-21T16:08:36.071475Z",
     "iopub.status.idle": "2025-03-21T16:08:38.652755Z",
     "shell.execute_reply": "2025-03-21T16:08:38.652457Z"
    }
   },
   "outputs": [
    {
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      "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>"
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     "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",
       "}\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=\"vmm0S7\"></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@v4.6.1/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(\"vmm0S7\").appendChild(div);\n",
       "           };\n",
       "           var e = document.getElementById(\"vmm0S7\");\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@v4.6.1/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": "913838dd-ad3c-4657-a5d7-42ef00972d1e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-21T16:08:38.654846Z",
     "iopub.status.busy": "2025-03-21T16:08:38.654370Z",
     "iopub.status.idle": "2025-03-21T16:08:39.587113Z",
     "shell.execute_reply": "2025-03-21T16:08:39.586556Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/kotlindataframe+json": "{\"nrow\":3,\"ncol\":6,\"columns\":[\"Country\",\"City\",\"Year\",\"Month\",\"Sunshine hours\",\"Angle\"],\"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",
       "}\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",
       "}\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",
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       "            <table class=\"dataframe\" id=\"df_50331648\"></table>\n",
       "\n",
       "<p class=\"dataframe_description\">DataFrame: rowsCount = 3, columnsCount = 6</p>\n",
       "<table class=\"dataframe\" id=\"static_df_50331649\"><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",
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       "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",
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      ]
     },
     "execution_count": 2,
     "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)"
   ]
  },
  {
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   "id": "fd65e943-652f-42b8-b26b-3d763476d554",
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     "iopub.execute_input": "2025-03-21T16:08:39.589771Z",
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     "iopub.status.idle": "2025-03-21T16:08:40.081084Z",
     "shell.execute_reply": "2025-03-21T16:08:40.080921Z"
    }
   },
   "outputs": [
    {
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        "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>"
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       "                    <tspan>JAN</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(405.0 254.55798031182252 66.77535302151077 ) \">\n",
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       "                    <tspan>FEB</tspan>\n",
       "                  </text>\n",
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       "                    <tspan>MAR</tspan>\n",
       "                  </text>\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>APR</tspan>\n",
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       "                    <tspan>JAN</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(405.0 254.55798031182252 66.77535302151077 ) \">\n",
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       "                    <tspan>FEB</tspan>\n",
       "                  </text>\n",
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       "              <g transform=\"rotate(435.0 288.9245863006421 126.30006067784709 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAR</tspan>\n",
       "                  </text>\n",
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       "              <g transform=\"rotate(285.0 288.9245863006421 195.0332726554862 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>APR</tspan>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(315.0 254.55798031182258 254.55798031182252 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAY</tspan>\n",
       "                  </text>\n",
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       "                    <tspan>AUG</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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       "              </g>\n",
       "              <g transform=\"rotate(405.0 254.55798031182252 66.77535302151077 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>FEB</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(435.0 288.9245863006421 126.30006067784709 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAR</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(285.0 288.9245863006421 195.0332726554862 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>APR</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(315.0 254.55798031182258 254.55798031182252 ) \">\n",
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       "                <g transform=\"translate(254.55798031182258 259.35798031182253 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAY</tspan>\n",
       "                  </text>\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",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(405.0 254.55798031182252 66.77535302151077 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>FEB</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(435.0 288.9245863006421 126.30006067784709 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAR</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(285.0 288.9245863006421 195.0332726554862 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>APR</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(315.0 254.55798031182258 254.55798031182252 ) \">\n",
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       "                <g transform=\"translate(254.55798031182258 259.35798031182253 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAY</tspan>\n",
       "                  </text>\n",
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       "                    <tspan>AUG</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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       "              </g>\n",
       "              <g transform=\"rotate(405.0 254.55798031182252 66.77535302151077 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>FEB</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(435.0 288.9245863006421 126.30006067784709 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAR</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(285.0 288.9245863006421 195.0332726554862 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>APR</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(315.0 254.55798031182258 254.55798031182252 ) \">\n",
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       "                <g transform=\"translate(254.55798031182258 259.35798031182253 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAY</tspan>\n",
       "                  </text>\n",
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       "                    <tspan>DEC</tspan>\n",
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       "                    <tspan>JAN</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(405.0 254.55798031182252 66.77535302151077 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>FEB</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(435.0 288.9245863006421 126.30006067784709 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAR</tspan>\n",
       "                  </text>\n",
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       "              </g>\n",
       "              <g transform=\"rotate(285.0 288.9245863006421 195.0332726554862 ) \">\n",
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       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>APR</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(315.0 254.55798031182258 254.55798031182252 ) \">\n",
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       "                <g transform=\"translate(254.55798031182258 259.35798031182253 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>MAY</tspan>\n",
       "                  </text>\n",
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       "                <path d=\"M211.2666553677912 296.9245863006421 C211.2666553677912 296.9245863006421 211.2666553677912 296.9245863006421 211.2666553677912 296.9245863006421 L211.2666553677912 280.9245863006421 C211.2666553677912 280.9245863006421 211.2666553677912 280.9245863006421 211.2666553677912 280.9245863006421 L178.79988994318134 280.9245863006421 C178.79988994318134 280.9245863006421 178.79988994318134 280.9245863006421 178.79988994318134 280.9245863006421 L178.79988994318134 296.9245863006421 C178.79988994318134 296.9245863006421 178.79988994318134 296.9245863006421 178.79988994318134 296.9245863006421 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(195.03327265548626 293.7245863006421 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>JUN</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(375.0 126.30006067784711 288.9245863006421 ) \">\n",
       "                <path d=\"M141.3845471516477 296.9245863006421 C141.3845471516477 296.9245863006421 141.3845471516477 296.9245863006421 141.3845471516477 296.9245863006421 L141.3845471516477 280.9245863006421 C141.3845471516477 280.9245863006421 141.3845471516477 280.9245863006421 141.3845471516477 280.9245863006421 L111.21557420404655 280.9245863006421 C111.21557420404655 280.9245863006421 111.21557420404655 280.9245863006421 111.21557420404655 280.9245863006421 L111.21557420404655 296.9245863006421 C111.21557420404655 296.9245863006421 111.21557420404655 296.9245863006421 111.21557420404655 296.9245863006421 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(126.30006067784711 293.7245863006421 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>JUL</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(405.0 66.77535302151078 254.55798031182255 ) \">\n",
       "                <path d=\"M86.88072906790433 262.5579803118226 C86.88072906790433 262.5579803118226 86.88072906790433 262.5579803118226 86.88072906790433 262.5579803118226 L86.88072906790433 246.55798031182255 C86.88072906790433 246.55798031182255 86.88072906790433 246.55798031182255 86.88072906790433 246.55798031182255 L46.66997697511725 246.55798031182255 C46.66997697511725 246.55798031182255 46.66997697511725 246.55798031182255 46.66997697511725 246.55798031182255 L46.66997697511725 262.5579803118226 C46.66997697511725 262.5579803118226 46.66997697511725 262.5579803118226 46.66997697511725 262.5579803118226 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(66.77535302151078 259.35798031182253 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>AUG</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(435.0 32.40874703269125 195.03327265548631 ) \">\n",
       "                <path d=\"M51.58001991957633 203.03327265548631 C51.58001991957633 203.03327265548631 51.58001991957633 203.03327265548631 51.58001991957633 203.03327265548631 L51.58001991957633 187.03327265548631 C51.58001991957633 187.03327265548631 51.58001991957633 187.03327265548631 51.58001991957633 187.03327265548631 L13.237474145806171 187.03327265548631 C13.237474145806171 187.03327265548631 13.237474145806171 187.03327265548631 13.237474145806171 187.03327265548631 L13.237474145806171 203.03327265548631 C13.237474145806171 203.03327265548631 13.237474145806171 203.03327265548631 13.237474145806171 203.03327265548631 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(32.40874703269125 199.83327265548633 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>SEP</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(285.0 32.408747032691195 126.30006067784717 ) \">\n",
       "                <path d=\"M52.514123079084726 134.30006067784717 C52.514123079084726 134.30006067784717 52.514123079084726 134.30006067784717 52.514123079084726 134.30006067784717 L52.514123079084726 118.30006067784717 C52.514123079084726 118.30006067784717 52.514123079084726 118.30006067784717 52.514123079084726 118.30006067784717 L12.303370986297661 118.30006067784717 C12.303370986297661 118.30006067784717 12.303370986297661 118.30006067784717 12.303370986297661 118.30006067784717 L12.303370986297661 134.30006067784717 C12.303370986297661 134.30006067784717 12.303370986297661 134.30006067784717 12.303370986297661 134.30006067784717 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(32.408747032691195 131.10006067784718 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>OCT</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(315.0 66.77535302151068 66.77535302151085 ) \">\n",
       "                <path d=\"M86.88072906790421 74.77535302151085 C86.88072906790421 74.77535302151085 86.88072906790421 74.77535302151085 86.88072906790421 74.77535302151085 L86.88072906790421 58.77535302151085 C86.88072906790421 58.77535302151085 86.88072906790421 58.77535302151085 86.88072906790421 58.77535302151085 L46.66997697511715 58.77535302151085 C46.66997697511715 58.77535302151085 46.66997697511715 58.77535302151085 46.66997697511715 58.77535302151085 L46.66997697511715 74.77535302151085 C46.66997697511715 74.77535302151085 46.66997697511715 74.77535302151085 46.66997697511715 74.77535302151085 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(66.77535302151068 71.57535302151085 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>NOV</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "              <g transform=\"rotate(345.0 126.300060677847 32.408747032691224 ) \">\n",
       "                <path d=\"M146.40543672424053 40.408747032691224 C146.40543672424053 40.408747032691224 146.40543672424053 40.408747032691224 146.40543672424053 40.408747032691224 L146.40543672424053 24.408747032691224 C146.40543672424053 24.408747032691224 146.40543672424053 24.408747032691224 146.40543672424053 24.408747032691224 L106.19468463145347 24.408747032691224 C106.19468463145347 24.408747032691224 106.19468463145347 24.408747032691224 106.19468463145347 24.408747032691224 L106.19468463145347 40.408747032691224 C106.19468463145347 40.408747032691224 106.19468463145347 40.408747032691224 106.19468463145347 40.408747032691224 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(126.300060677847 37.20874703269122 ) \">\n",
       "                  <text style=\"fill:#474747;font-weight:bold;font-size:16.0px;font-family:ParaType;\" fill-opacity=\"1.0\" y=\"0.0\" text-anchor=\"middle\">\n",
       "                    <tspan>DEC</tspan>\n",
       "                  </text>\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <defs>\n",
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       "        <g pointer-events=\"none\" transform=\"translate(662.6666666666666 389.3333333333333 ) \">\n",
       "        </g>\n",
       "      </g>\n",
       "      <g transform=\"translate(823.3333333333333 379.3333333333333 ) \">\n",
       "        <text class=\"facet-strip-text-x\" text-anchor=\"middle\" y=\"0.0\">\n",
       "          <tspan>Berlin</tspan>\n",
       "        </text>\n",
       "      </g>\n",
       "    </g>\n",
       "    <g transform=\"translate(28.0 46.26666666666669 ) \">\n",
       "      <text class=\"plot-title\" y=\"0.0\">\n",
       "        <tspan>Comparing Sunshine Hours</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(992.0 816.7333333333332 ) \">\n",
       "      <text class=\"plot-caption\" y=\"0.0\" text-anchor=\"end\">\n",
       "        <tspan>Sunshine duration is expressed in (average) hours per month</tspan>\n",
       "      </text>\n",
       "      <text class=\"plot-caption\" y=\"13.0\" 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\"><tspan class=\"hyperlink-element\">sunshine hours for cities around the world</tspan></a>\n",
       "      </text>\n",
       "      <text class=\"plot-caption\" y=\"26.0\" 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/\"><tspan class=\"hyperlink-element\">Giulia Mezzadri, PhD&#39;s Post</tspan></a>\n",
       "      </text>\n",
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       "    <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M1.5 0.6666666666666856 L1.5 849.3333333333333 L998.5 849.3333333333333 L998.5 0.6666666666666856 Z\" pointer-events=\"none\">\n",
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       "  </g>\n",
       "  <g id=\"dQsI9df\">\n",
       "  </g>\n",
       "</svg>\n",
       "                <script>document.getElementById(\"f40abc68-e1e7-416f-a39c-2465063c6dc5\").style.display = \"none\";</script>"
      ]
     },
     "execution_count": 3,
     "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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