{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "Install the spreadsheet gem version ~>1.1.1 for using spreadsheet functions.\n",
      "\n",
      "Install the mechanize gem version ~>2.7.5 for using mechanize functions.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "true"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "require 'daru/view'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
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       "K.b.l.ii={APPLET:!0,BASE:!0,EMBED:!0,IFRAME:!0,LINK:!0,MATH:!0,META:!0,OBJECT:!0,SCRIPT:!0,STYLE:!0,SVG:!0,TEMPLATE:!0};K.b.l.create=function(b,c,d){K.b.l.Ml(String(b));return K.b.l.Ya(String(b),c,d)};K.b.l.Ml=function(b){if(!K.b.l.Ze.test(b))throw Error(\"Invalid tag name <\"+b+\">.\");if(b.toUpperCase()in K.b.l.ii)throw Error(\"Tag name <\"+b+\"> is not allowed for SafeHtml.\");};\n",
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       "K.Promise.Ug=function(b,c,d,e){if(b instanceof K.Promise)return K.Promise.Aa&&N(b,Error(\"then\")),S(b,K.Promise.Lf(c||K.eb,d||null,e)),!0;if(K.Thenable.Dg(b))return b.then(c,d,e),!0;if(K.ha(b))try{var f=b.then;if(K.ya(f))return K.Promise.Bl(b,f,c,d,e),!0}catch(g){return d.call(e,g),!0}return!1};K.Promise.Bl=function(b,c,d,e,f){function g(b){l||(l=!0,e.call(f,b))}function h(b){l||(l=!0,d.call(f,b))}var l=!1;try{c.call(b,h,g)}catch(m){g(m)}};function T(b){b.ld||(b.ld=!0,K.async.M(b.vj,b))}\n",
       "function Q(b){var c=null;b.Na&&(c=b.Na,b.Na=c.next,c.next=null);b.Na||(b.ob=null);return c}K.Promise.prototype.vj=function(){for(var b;b=Q(this);)K.Promise.Aa&&this.vf++,R(this,b,this.$,this.ia);this.ld=!1};\n",
       "function R(b,c,d,e){if(d==K.Promise.P.ka&&c.wb&&!c.dc)if(0<K.Promise.Wa)for(;b&&b.Oc;b=b.da)K.global.clearTimeout(b.Oc),b.Oc=0;else if(0==K.Promise.Wa)for(;b&&b.rc;b=b.da)b.rc=!1;if(c.Xa)c.Xa.da=null,K.Promise.xg(c,d,e);else try{c.dc?c.Tb.call(c.context):K.Promise.xg(c,d,e)}catch(f){K.Promise.sc.call(null,f)}K.Promise.Yk(c)}K.Promise.xg=function(b,c,d){c==K.Promise.P.Ja?b.Tb.call(b.context,d):b.wb&&b.wb.call(b.context,d)};\n",
       "function N(b,c){if(K.Promise.Aa&&K.L(c.stack)){var d=c.stack.split(\"\\n\",4)[3];c=c.message;c+=Array(11-c.length).join(\" \");b.ee.push(c+d)}}function U(b,c){if(K.Promise.Aa&&c&&K.L(c.stack)&&b.ee.length){for(var d=[\"Promise trace:\"],e=b;e;e=e.da){for(var f=b.vf;0<=f;f--)d.push(e.ee[f]);d.push(\"Value: [\"+(e.$==K.Promise.P.ka?\"REJECTED\":\"FULFILLED\")+\"] <\"+String(e.ia)+\">\")}c.stack+=\"\\n\\n\"+d.join(\"\\n\")}}\n",
       "K.Promise.Ii=function(b,c){0<K.Promise.Wa?b.Oc=K.global.setTimeout(function(){U(b,c);K.Promise.sc.call(null,c)},K.Promise.Wa):0==K.Promise.Wa&&(b.rc=!0,K.async.M(function(){b.rc&&(U(b,c),K.Promise.sc.call(null,c))}))};K.Promise.sc=K.async.qh;K.Promise.st=function(b){K.Promise.sc=b};K.Promise.kb=function(b){K.debug.Error.call(this,b)};K.ab(K.Promise.kb,K.debug.Error);K.Promise.kb.prototype.name=\"cancel\";K.Promise.li=function(b,c,d){this.bh=b;this.resolve=c;this.reject=d};/*\n",
       " Portions of this code are from MochiKit, received by\n",
       " The Closure Authors under the MIT license. All other code is Copyright\n",
       " 2005-2009 The Closure Authors. All Rights Reserved.\n",
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google={G:{}};google.G.H={};google.G.H.Ba={};google.G.H.Ba.rh=3E4;google.G.H.Ba.js=function(b,c){return{format:b,Mi:c}};google.G.H.Ba.Pj=function(b){return K.b.C.format(b.format,b.Mi)};google.G.H.Ba.load=function(b,c){b=K.b.C.format(b,c);var d=K.D.F.Fc(b,{timeout:google.G.H.Ba.rh,attributes:{async:!1,defer:!1}});return new Promise(function(b){Y(d,b)})};\\ngoogle.G.H.Ba.cs=function(b){b=K.j.map(b,google.G.H.Ba.Pj);if(K.j.Qb(b))return Promise.resolve();var c={timeout:google.G.H.Ba.rh,attributes:{async:!1,defer:!1}},d=[];!K.userAgent.Y||K.userAgent.va(11)?K.j.forEach(b,function(b){d.push(K.D.F.Fc(b,c))}):d.push(K.D.F.gl(b,c));return Promise.all(K.j.map(d,function(b){return new Promise(function(c){return Y(b,c)})}))};google.G.H.T={};if(K.rb(v))throw Error(\\\"Google Charts loader.js can only be loaded once.\\\");google.G.H.T.Nl={41:z,42:z,43:z,44:z,1:\\\"1.0\\\",\\\"1.0\\\":\\\"current\\\",\\\"1.1\\\":\\\"upcoming\\\",current:\\\"45.2\\\",upcoming:\\\"46\\\"};google.G.H.T.Kk=function(b){var c=b,d=b.match(/^testing-/);d&&(c=c.replace(/^testing-/,\\\"\\\"));b=c;do{var e=google.G.H.T.Nl[c];e&&(c=e)}while(e);d=(d?\\\"testing-\\\":\\\"\\\")+c;return{version:c==z?b:d,Dk:d}};google.G.H.T.yh=null;\\ngoogle.G.H.T.Bk=function(b){var c=google.G.H.T.Kk(b),d=K.f.I.from(\\\"https://www.gstatic.com/charts/%{version}/loader.js\\\");return google.G.H.Ba.load(d,{version:c.Dk}).then(function(){var d=K.rb(\\\"google.charts.loader.VersionSpecific.load\\\")||K.rb(\\\"google.charts.loader.publicLoad\\\")||K.rb(\\\"google.charts.versionSpecific.load\\\");if(!d)throw Error(\\\"Bad version: \\\"+b);google.G.H.T.yh=function(b){b=d(c.version,b);if(null==b||null==b.then){var e=K.rb(\\\"google.charts.loader.publicSetOnLoadCallback\\\")||K.rb(\\\"google.charts.versionSpecific.setOnLoadCallback\\\");\\nb=new Promise(function(b){e(b)});b.then=e}return b}})};google.G.H.T.Pd=null;google.G.H.T.jc=null;google.G.H.T.yk=function(b,c){google.G.H.T.Pd||(google.G.H.T.Pd=google.G.H.T.Bk(b));return google.G.H.T.jc=google.G.H.T.Pd.then(function(){return google.G.H.T.yh(c)})};google.G.H.T.nl=function(b){if(!google.G.H.T.jc)throw Error(\\\"Must call google.charts.load before google.charts.setOnLoadCallback\\\");return b?google.G.H.T.jc.then(b):google.G.H.T.jc};\\ngoogle.G.load=function(b){for(var c=[],d=0;d<arguments.length;++d)c[d-0]=arguments[d];d=0;\\\"visualization\\\"===c[d]&&d++;var e=\\\"current\\\";K.L(c[d])&&(e=c[d],d++);var f={};K.ha(c[d])&&(f=c[d]);return google.G.H.T.yk(e,f)};K.zf(v,google.G.load);google.G.ml=google.G.H.T.nl;K.zf(\\\"google.charts.setOnLoadCallback\\\",google.G.ml);}).call(this);\\n\\n  /* END loader.js*/\\n\\n\\nvar event = document.createEvent(\\\"HTMLEvents\\\");\\nevent.initEvent(\\\"load_google_charts\\\", false, false);\\nwindow.dispatchEvent(event);\\nconsole.log(\\\"Finish loading google charts js files\\\");\\n\\n\""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       ":googlecharts"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Daru::View.plotting_library = :googlecharts"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Basic column chart"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<b> Daru::DataFrame(4x2) </b>\n",
       "<table>\n",
       "  <thead>\n",
       "  \n",
       "    <tr>\n",
       "      <th></th>\n",
       "      \n",
       "        <th>Element</th>\n",
       "      \n",
       "        <th>Density</th>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "</thead>\n",
       "  <tbody>\n",
       "  \n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      \n",
       "        <td>Copper</td>\n",
       "      \n",
       "        <td>8.94</td>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      \n",
       "        <td>Silver</td>\n",
       "      \n",
       "        <td>10.49</td>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      \n",
       "        <td>Gold</td>\n",
       "      \n",
       "        <td>19.3</td>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      \n",
       "        <td>Platinum</td>\n",
       "      \n",
       "        <td>21.45</td>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "\n",
       "  \n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "#<Daru::DataFrame(4x2)>\n",
       "           Element  Density\n",
       "        0   Copper     8.94\n",
       "        1   Silver    10.49\n",
       "        2     Gold     19.3\n",
       "        3 Platinum    21.45"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idx = Daru::Index.new [\"Element\", \"Density\", \"{ role: \\\"style\\\" }\" ]\n",
    "data_rows = [\n",
    "  [\"Copper\", 8.94, \"#b87333\"],\n",
    "  [\"Silver\", 10.49, \"silver\"],\n",
    "  [\"Gold\", 19.30, \"gold\"],\n",
    "  [\"Platinum\", 21.45, \"color: #e5e4e2\"]\n",
    "]\n",
    "df_element_density = Daru::DataFrame.rows(data_rows)\n",
    "df_element_density.vectors = idx\n",
    "df_element_density\n",
    "\n",
    "# removing last column. For annotation need some config.\n",
    "# refer : https://developers.google.com/chart/interactive/docs/gallery/columnchart\n",
    "df_element_density.delete_vector \"{ role: \\\"style\\\" }\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id='0929ccec-0bb4-4043-bfe9-6e93854391f0'></div>\n",
       "<script>\n",
       "\n",
       "  google.load('visualization', 1.0,  {packages: ['table'], callback: draw_0929ccec_0bb4_4043_bfe9_6e93854391f0});\n",
       "  function draw_0929ccec_0bb4_4043_bfe9_6e93854391f0() {\n",
       "    var data_table = new google.visualization.DataTable();data_table.addColumn({\"type\":\"string\",\"label\":\"Element\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Density\"});data_table.addRow([{v: \"Copper\"}, {v: 8.94}]);data_table.addRow([{v: \"Silver\"}, {v: 10.49}]);data_table.addRow([{v: \"Gold\"}, {v: 19.3}]);data_table.addRow([{v: \"Platinum\"}, {v: 21.45}]);\n",
       "    var table = new google.visualization.Table(document.getElementById('0929ccec-0bb4-4043-bfe9-6e93854391f0'));\n",
       "    table.draw(data_table, {height: 300, width: 200}); \n",
       "  };\n",
       "</script>\n"
      ],
      "text/plain": [
       "#<GoogleVisualr::DataTable:0x00000002d18a88 @cols=[{:type=>\"string\", :label=>\"Element\"}, {:type=>\"number\", :label=>\"Density\"}], @rows=[[#<GoogleVisualr::DataTable::Cell:0x00000002d266d8 @v=\"Copper\", @type=\"string\">, #<GoogleVisualr::DataTable::Cell:0x00000002d26660 @v=8.94, @type=\"number\">], [#<GoogleVisualr::DataTable::Cell:0x00000002d26598 @v=\"Silver\", @type=\"string\">, #<GoogleVisualr::DataTable::Cell:0x00000002d26520 @v=10.49, @type=\"number\">], [#<GoogleVisualr::DataTable::Cell:0x00000002d26458 @v=\"Gold\", @type=\"string\">, #<GoogleVisualr::DataTable::Cell:0x00000002d263e0 @v=19.3, @type=\"number\">], [#<GoogleVisualr::DataTable::Cell:0x00000002d26318 @v=\"Platinum\", @type=\"string\">, #<GoogleVisualr::DataTable::Cell:0x00000002d262a0 @v=21.45, @type=\"number\">]], @listeners=[], @options={:height=>300, :width=>200}, @data=#<Daru::DataFrame(4x2)>\n",
       "           Element  Density\n",
       "        0   Copper     8.94\n",
       "        1   Silver    10.49\n",
       "        2     Gold     19.3\n",
       "        3 Platinum    21.45, @user_options={}, @html_id=\"0929ccec-0bb4-4043-bfe9-6e93854391f0\">"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "col_table = Daru::View::Table.new(df_element_density, height: 300, width: 200)\n",
    "col_table.table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id='6306c51f-cdac-424e-8c4b-e649b8355ce1'></div>\n",
       "<script>\n",
       "\n",
       "  google.load('visualization', '1.0', {packages: ['corechart'], callback: draw_6306c51f_cdac_424e_8c4b_e649b8355ce1});\n",
       "  function draw_6306c51f_cdac_424e_8c4b_e649b8355ce1() {\n",
       "    var data_table = new google.visualization.DataTable();data_table.addColumn({\"type\":\"string\",\"label\":\"Element\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Density\"});data_table.addRow([{v: \"Copper\"}, {v: 8.94}]);data_table.addRow([{v: \"Silver\"}, {v: 10.49}]);data_table.addRow([{v: \"Gold\"}, {v: 19.3}]);data_table.addRow([{v: \"Platinum\"}, {v: 21.45}]);\n",
       "    var chart = new google.visualization.ColumnChart(document.getElementById('6306c51f-cdac-424e-8c4b-e649b8355ce1'));\n",
       "    chart.draw(data_table, {title: \"Density of Precious Metals, in g/cm^3\", width: 600, height: 400, bar: {groupWidth: \"95%\"}, legend: {position: \"none\"}});\n",
       "  };\n",
       "</script>\n"
      ],
      "text/plain": [
       "\"\\n<div id='6306c51f-cdac-424e-8c4b-e649b8355ce1'></div>\\n<script>\\n\\n  google.load('visualization', '1.0', {packages: ['corechart'], callback: draw_6306c51f_cdac_424e_8c4b_e649b8355ce1});\\n  function draw_6306c51f_cdac_424e_8c4b_e649b8355ce1() {\\n    var data_table = new google.visualization.DataTable();data_table.addColumn({\\\"type\\\":\\\"string\\\",\\\"label\\\":\\\"Element\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Density\\\"});data_table.addRow([{v: \\\"Copper\\\"}, {v: 8.94}]);data_table.addRow([{v: \\\"Silver\\\"}, {v: 10.49}]);data_table.addRow([{v: \\\"Gold\\\"}, {v: 19.3}]);data_table.addRow([{v: \\\"Platinum\\\"}, {v: 21.45}]);\\n    var chart = new google.visualization.ColumnChart(document.getElementById('6306c51f-cdac-424e-8c4b-e649b8355ce1'));\\n    chart.draw(data_table, {title: \\\"Density of Precious Metals, in g/cm^3\\\", width: 600, height: 400, bar: {groupWidth: \\\"95%\\\"}, legend: {position: \\\"none\\\"}});\\n  };\\n</script>\\n\""
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "col_options = {\n",
    "  title: \"Density of Precious Metals, in g/cm^3\",\n",
    "  width: 600,\n",
    "  height: 400,\n",
    "  bar: {groupWidth: \"95%\"},\n",
    "  legend: { position: \"none\" },\n",
    "   type: :column\n",
    "}\n",
    "col_chart = Daru::View::Plot.new(col_table.table, col_options)\n",
    "col_chart.show_in_iruby"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Stacked column charts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<b> Daru::DataFrame(3x7) </b>\n",
       "<table>\n",
       "  <thead>\n",
       "  \n",
       "    <tr>\n",
       "      <th></th>\n",
       "      \n",
       "        <th>Genre</th>\n",
       "      \n",
       "        <th>Fantasy & Sci Fi</th>\n",
       "      \n",
       "        <th>Romance</th>\n",
       "      \n",
       "        <th>Mystery/Crime</th>\n",
       "      \n",
       "        <th>General</th>\n",
       "      \n",
       "        <th>Western</th>\n",
       "      \n",
       "        <th>Literature</th>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "</thead>\n",
       "  <tbody>\n",
       "  \n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      \n",
       "        <td>2010</td>\n",
       "      \n",
       "        <td>10</td>\n",
       "      \n",
       "        <td>24</td>\n",
       "      \n",
       "        <td>20</td>\n",
       "      \n",
       "        <td>32</td>\n",
       "      \n",
       "        <td>18</td>\n",
       "      \n",
       "        <td>5</td>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      \n",
       "        <td>2020</td>\n",
       "      \n",
       "        <td>16</td>\n",
       "      \n",
       "        <td>22</td>\n",
       "      \n",
       "        <td>23</td>\n",
       "      \n",
       "        <td>30</td>\n",
       "      \n",
       "        <td>16</td>\n",
       "      \n",
       "        <td>9</td>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      \n",
       "        <td>2030</td>\n",
       "      \n",
       "        <td>28</td>\n",
       "      \n",
       "        <td>19</td>\n",
       "      \n",
       "        <td>29</td>\n",
       "      \n",
       "        <td>30</td>\n",
       "      \n",
       "        <td>12</td>\n",
       "      \n",
       "        <td>13</td>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "\n",
       "  \n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "#<Daru::DataFrame(3x7)>\n",
       "                 Genre Fantasy &     Romance Mystery/Cr    General    Western Literature\n",
       "          0       2010         10         24         20         32         18          5\n",
       "          1       2020         16         22         23         30         16          9\n",
       "          2       2030         28         19         29         30         12         13"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idx = Daru::Index.new ['Genre', 'Fantasy & Sci Fi', 'Romance', 'Mystery/Crime', 'General',\n",
    "         'Western', 'Literature'] \n",
    "data_rows = [\n",
    "  ['2010', 10, 24, 20, 32, 18, 5],\n",
    "  ['2020', 16, 22, 23, 30, 16, 9],\n",
    "  ['2030', 28, 19, 29, 30, 12, 13]\n",
    "]\n",
    "df_stacked = Daru::DataFrame.rows(data_rows)\n",
    "df_stacked.vectors = idx\n",
    "df_stacked"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id='42606ea6-77b4-4ef9-9e7c-7cbe9ea70075'></div>\n",
       "<script>\n",
       "\n",
       "  google.load('visualization', 1.0,  {packages: ['table'], callback: draw_42606ea6_77b4_4ef9_9e7c_7cbe9ea70075});\n",
       "  function draw_42606ea6_77b4_4ef9_9e7c_7cbe9ea70075() {\n",
       "    var data_table = new google.visualization.DataTable();data_table.addColumn({\"type\":\"string\",\"label\":\"Genre\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Fantasy & Sci Fi\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Romance\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Mystery/Crime\"});data_table.addColumn({\"type\":\"number\",\"label\":\"General\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Western\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Literature\"});data_table.addRow([{v: \"2010\"}, {v: 10}, {v: 24}, {v: 20}, {v: 32}, {v: 18}, {v: 5}]);data_table.addRow([{v: \"2020\"}, {v: 16}, {v: 22}, {v: 23}, {v: 30}, {v: 16}, {v: 9}]);data_table.addRow([{v: \"2030\"}, {v: 28}, {v: 19}, {v: 29}, {v: 30}, {v: 12}, {v: 13}]);\n",
       "    var table = new google.visualization.Table(document.getElementById('42606ea6-77b4-4ef9-9e7c-7cbe9ea70075'));\n",
       "    table.draw(data_table, {height: 300, width: 700}); \n",
       "  };\n",
       "</script>\n"
      ],
      "text/plain": [
       "#<GoogleVisualr::DataTable:0x00000002e1d730 @cols=[{:type=>\"string\", :label=>\"Genre\"}, {:type=>\"number\", :label=>\"Fantasy & Sci Fi\"}, {:type=>\"number\", :label=>\"Romance\"}, {:type=>\"number\", :label=>\"Mystery/Crime\"}, {:type=>\"number\", :label=>\"General\"}, {:type=>\"number\", :label=>\"Western\"}, {:type=>\"number\", :label=>\"Literature\"}], @rows=[[#<GoogleVisualr::DataTable::Cell:0x00000002e28248 @v=\"2010\", @type=\"string\">, #<GoogleVisualr::DataTable::Cell:0x00000002e281d0 @v=10, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x00000002e28158 @v=24, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x00000002e280e0 @v=20, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x00000002e28068 @v=32, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x000000022aff60 @v=18, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x000000022afc18 @v=5, @type=\"number\">], [#<GoogleVisualr::DataTable::Cell:0x000000022af8a8 @v=\"2020\", @type=\"string\">, #<GoogleVisualr::DataTable::Cell:0x000000022af678 @v=16, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x000000022af498 @v=22, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x000000022af308 @v=23, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x000000022af088 @v=30, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x000000022aee08 @v=16, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x000000022aec00 @v=9, @type=\"number\">], [#<GoogleVisualr::DataTable::Cell:0x000000022ae7f0 @v=\"2030\", @type=\"string\">, #<GoogleVisualr::DataTable::Cell:0x000000022ae2f0 @v=28, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x000000022ae110 @v=19, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x000000022adee0 @v=29, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x000000022adbe8 @v=30, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x000000022ad198 @v=12, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x000000022ace78 @v=13, @type=\"number\">]], @listeners=[], @options={:height=>300, :width=>700}, @data=#<Daru::DataFrame(3x7)>\n",
       "                 Genre Fantasy &     Romance Mystery/Cr    General    Western Literature\n",
       "          0       2010         10         24         20         32         18          5\n",
       "          1       2020         16         22         23         30         16          9\n",
       "          2       2030         28         19         29         30         12         13, @user_options={}, @html_id=\"42606ea6-77b4-4ef9-9e7c-7cbe9ea70075\">"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "col_stacked_table = Daru::View::Table.new(df_stacked, height: 300, width: 700)\n",
    "col_stacked_table.table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id='0c170dcf-0ac9-4b96-8c87-e9dab8cb0221'></div>\n",
       "<script>\n",
       "\n",
       "  google.load('visualization', '1.0', {packages: ['corechart'], callback: draw_0c170dcf_0ac9_4b96_8c87_e9dab8cb0221});\n",
       "  function draw_0c170dcf_0ac9_4b96_8c87_e9dab8cb0221() {\n",
       "    var data_table = new google.visualization.DataTable();data_table.addColumn({\"type\":\"string\",\"label\":\"Genre\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Fantasy & Sci Fi\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Romance\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Mystery/Crime\"});data_table.addColumn({\"type\":\"number\",\"label\":\"General\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Western\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Literature\"});data_table.addRow([{v: \"2010\"}, {v: 10}, {v: 24}, {v: 20}, {v: 32}, {v: 18}, {v: 5}]);data_table.addRow([{v: \"2020\"}, {v: 16}, {v: 22}, {v: 23}, {v: 30}, {v: 16}, {v: 9}]);data_table.addRow([{v: \"2030\"}, {v: 28}, {v: 19}, {v: 29}, {v: 30}, {v: 12}, {v: 13}]);\n",
       "    var chart = new google.visualization.ColumnChart(document.getElementById('0c170dcf-0ac9-4b96-8c87-e9dab8cb0221'));\n",
       "    chart.draw(data_table, {width: 600, height: 400, legend: {position: \"top\", maxLines: 3}, bar: {groupWidth: \"75%\"}, isStacked: true});\n",
       "  };\n",
       "</script>\n"
      ],
      "text/plain": [
       "\"\\n<div id='0c170dcf-0ac9-4b96-8c87-e9dab8cb0221'></div>\\n<script>\\n\\n  google.load('visualization', '1.0', {packages: ['corechart'], callback: draw_0c170dcf_0ac9_4b96_8c87_e9dab8cb0221});\\n  function draw_0c170dcf_0ac9_4b96_8c87_e9dab8cb0221() {\\n    var data_table = new google.visualization.DataTable();data_table.addColumn({\\\"type\\\":\\\"string\\\",\\\"label\\\":\\\"Genre\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Fantasy & Sci Fi\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Romance\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Mystery/Crime\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"General\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Western\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Literature\\\"});data_table.addRow([{v: \\\"2010\\\"}, {v: 10}, {v: 24}, {v: 20}, {v: 32}, {v: 18}, {v: 5}]);data_table.addRow([{v: \\\"2020\\\"}, {v: 16}, {v: 22}, {v: 23}, {v: 30}, {v: 16}, {v: 9}]);data_table.addRow([{v: \\\"2030\\\"}, {v: 28}, {v: 19}, {v: 29}, {v: 30}, {v: 12}, {v: 13}]);\\n    var chart = new google.visualization.ColumnChart(document.getElementById('0c170dcf-0ac9-4b96-8c87-e9dab8cb0221'));\\n    chart.draw(data_table, {width: 600, height: 400, legend: {position: \\\"top\\\", maxLines: 3}, bar: {groupWidth: \\\"75%\\\"}, isStacked: true});\\n  };\\n</script>\\n\""
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "col_stacked_options = {\n",
    "        width: 600,\n",
    "        height: 400,\n",
    "        legend: { position: 'top', maxLines: 3 },\n",
    "        bar: { groupWidth: '75%' },\n",
    "        isStacked: true,\n",
    "   type: :column\n",
    "}\n",
    "col_stacked_chart = Daru::View::Plot.new(col_stacked_table.table, col_stacked_options)\n",
    "col_stacked_chart.show_in_iruby"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id='e3127b2d-dec0-43ea-99e5-f9837a293dbc'></div>\n",
       "<script>\n",
       "\n",
       "  google.load('visualization', '1.0', {packages: ['corechart'], callback: draw_e3127b2d_dec0_43ea_99e5_f9837a293dbc});\n",
       "  function draw_e3127b2d_dec0_43ea_99e5_f9837a293dbc() {\n",
       "    var data_table = new google.visualization.DataTable();data_table.addColumn({\"type\":\"string\",\"label\":\"Genre\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Fantasy & Sci Fi\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Romance\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Mystery/Crime\"});data_table.addColumn({\"type\":\"number\",\"label\":\"General\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Western\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Literature\"});data_table.addRow([{v: \"2010\"}, {v: 10}, {v: 24}, {v: 20}, {v: 32}, {v: 18}, {v: 5}]);data_table.addRow([{v: \"2020\"}, {v: 16}, {v: 22}, {v: 23}, {v: 30}, {v: 16}, {v: 9}]);data_table.addRow([{v: \"2030\"}, {v: 28}, {v: 19}, {v: 29}, {v: 30}, {v: 12}, {v: 13}]);\n",
       "    var chart = new google.visualization.ColumnChart(document.getElementById('e3127b2d-dec0-43ea-99e5-f9837a293dbc'));\n",
       "    chart.draw(data_table, {isStacked: true, height: 300, legend: {position: \"top\", maxLines: 3}, vAxis: {minValue: 0}});\n",
       "  };\n",
       "</script>\n"
      ],
      "text/plain": [
       "\"\\n<div id='e3127b2d-dec0-43ea-99e5-f9837a293dbc'></div>\\n<script>\\n\\n  google.load('visualization', '1.0', {packages: ['corechart'], callback: draw_e3127b2d_dec0_43ea_99e5_f9837a293dbc});\\n  function draw_e3127b2d_dec0_43ea_99e5_f9837a293dbc() {\\n    var data_table = new google.visualization.DataTable();data_table.addColumn({\\\"type\\\":\\\"string\\\",\\\"label\\\":\\\"Genre\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Fantasy & Sci Fi\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Romance\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Mystery/Crime\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"General\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Western\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Literature\\\"});data_table.addRow([{v: \\\"2010\\\"}, {v: 10}, {v: 24}, {v: 20}, {v: 32}, {v: 18}, {v: 5}]);data_table.addRow([{v: \\\"2020\\\"}, {v: 16}, {v: 22}, {v: 23}, {v: 30}, {v: 16}, {v: 9}]);data_table.addRow([{v: \\\"2030\\\"}, {v: 28}, {v: 19}, {v: 29}, {v: 30}, {v: 12}, {v: 13}]);\\n    var chart = new google.visualization.ColumnChart(document.getElementById('e3127b2d-dec0-43ea-99e5-f9837a293dbc'));\\n    chart.draw(data_table, {isStacked: true, height: 300, legend: {position: \\\"top\\\", maxLines: 3}, vAxis: {minValue: 0}});\\n  };\\n</script>\\n\""
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "col_stacked_options = {\n",
    "          isStacked: true,\n",
    "          height: 300,\n",
    "          legend: {position: 'top', maxLines: 3},\n",
    "          vAxis: {minValue: 0},\n",
    "   type: :column\n",
    "}\n",
    "col_stacked_chart = Daru::View::Plot.new(col_stacked_table.table, col_stacked_options)\n",
    "col_stacked_chart.show_in_iruby"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id='699d3bf2-c554-46ca-8028-a18892ef745c'></div>\n",
       "<script>\n",
       "\n",
       "  google.load('visualization', '1.0', {packages: ['corechart'], callback: draw_699d3bf2_c554_46ca_8028_a18892ef745c});\n",
       "  function draw_699d3bf2_c554_46ca_8028_a18892ef745c() {\n",
       "    var data_table = new google.visualization.DataTable();data_table.addColumn({\"type\":\"string\",\"label\":\"Genre\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Fantasy & Sci Fi\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Romance\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Mystery/Crime\"});data_table.addColumn({\"type\":\"number\",\"label\":\"General\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Western\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Literature\"});data_table.addRow([{v: \"2010\"}, {v: 10}, {v: 24}, {v: 20}, {v: 32}, {v: 18}, {v: 5}]);data_table.addRow([{v: \"2020\"}, {v: 16}, {v: 22}, {v: 23}, {v: 30}, {v: 16}, {v: 9}]);data_table.addRow([{v: \"2030\"}, {v: 28}, {v: 19}, {v: 29}, {v: 30}, {v: 12}, {v: 13}]);\n",
       "    var chart = new google.visualization.ColumnChart(document.getElementById('699d3bf2-c554-46ca-8028-a18892ef745c'));\n",
       "    chart.draw(data_table, {isStacked: \"percent\", height: 400, legend: {position: \"top\", maxLines: 3}, vAxis: {minValue: 0, ticks: [0,0.3,0.6,0.9,1]}});\n",
       "  };\n",
       "</script>\n"
      ],
      "text/plain": [
       "\"\\n<div id='699d3bf2-c554-46ca-8028-a18892ef745c'></div>\\n<script>\\n\\n  google.load('visualization', '1.0', {packages: ['corechart'], callback: draw_699d3bf2_c554_46ca_8028_a18892ef745c});\\n  function draw_699d3bf2_c554_46ca_8028_a18892ef745c() {\\n    var data_table = new google.visualization.DataTable();data_table.addColumn({\\\"type\\\":\\\"string\\\",\\\"label\\\":\\\"Genre\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Fantasy & Sci Fi\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Romance\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Mystery/Crime\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"General\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Western\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Literature\\\"});data_table.addRow([{v: \\\"2010\\\"}, {v: 10}, {v: 24}, {v: 20}, {v: 32}, {v: 18}, {v: 5}]);data_table.addRow([{v: \\\"2020\\\"}, {v: 16}, {v: 22}, {v: 23}, {v: 30}, {v: 16}, {v: 9}]);data_table.addRow([{v: \\\"2030\\\"}, {v: 28}, {v: 19}, {v: 29}, {v: 30}, {v: 12}, {v: 13}]);\\n    var chart = new google.visualization.ColumnChart(document.getElementById('699d3bf2-c554-46ca-8028-a18892ef745c'));\\n    chart.draw(data_table, {isStacked: \\\"percent\\\", height: 400, legend: {position: \\\"top\\\", maxLines: 3}, vAxis: {minValue: 0, ticks: [0,0.3,0.6,0.9,1]}});\\n  };\\n</script>\\n\""
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "col_stacked_options = {\n",
    "          isStacked: 'percent',\n",
    "          height: 400,\n",
    "          legend: {position: 'top', maxLines: 3},\n",
    "          vAxis: {\n",
    "            minValue: 0,\n",
    "            ticks: [0, 0.3, 0.6, 0.9, 1]\n",
    "          },\n",
    "   type: :column\n",
    "}\n",
    "col_stacked_chart = Daru::View::Plot.new(col_stacked_table.table, col_stacked_options)\n",
    "col_stacked_chart.show_in_iruby"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "TODO: Material column chart using google_visualr. Refer : https://developers.google.com/chart/interactive/docs/gallery/columnchart"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Dual-Y charts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<b> Daru::DataFrame(5x3) </b>\n",
       "<table>\n",
       "  <thead>\n",
       "  \n",
       "    <tr>\n",
       "      <th></th>\n",
       "      \n",
       "        <th>Galaxy</th>\n",
       "      \n",
       "        <th>Distance</th>\n",
       "      \n",
       "        <th>Brightness</th>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "</thead>\n",
       "  <tbody>\n",
       "  \n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      \n",
       "        <td>Canis Major Dwarf</td>\n",
       "      \n",
       "        <td>8000</td>\n",
       "      \n",
       "        <td>23.3</td>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      \n",
       "        <td>Sagittarius Dwarf</td>\n",
       "      \n",
       "        <td>24000</td>\n",
       "      \n",
       "        <td>4.5</td>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      \n",
       "        <td>Ursa Major II Dwarf</td>\n",
       "      \n",
       "        <td>30000</td>\n",
       "      \n",
       "        <td>14.3</td>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      \n",
       "        <td>Lg. Magellanic Cloud</td>\n",
       "      \n",
       "        <td>50000</td>\n",
       "      \n",
       "        <td>0.9</td>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      \n",
       "        <td>Bootes I</td>\n",
       "      \n",
       "        <td>60000</td>\n",
       "      \n",
       "        <td>13.1</td>\n",
       "      \n",
       "    </tr>\n",
       "  \n",
       "\n",
       "  \n",
       "</tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "#<Daru::DataFrame(5x3)>\n",
       "                Galaxy   Distance Brightness\n",
       "          0 Canis Majo       8000       23.3\n",
       "          1 Sagittariu      24000        4.5\n",
       "          2 Ursa Major      30000       14.3\n",
       "          3 Lg. Magell      50000        0.9\n",
       "          4   Bootes I      60000       13.1"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idx = Daru::Index.new ['Galaxy', 'Distance', 'Brightness']\n",
    "data_rows = [\n",
    "  ['Canis Major Dwarf', 8000, 23.3],\n",
    "  ['Sagittarius Dwarf', 24000, 4.5],\n",
    "  ['Ursa Major II Dwarf', 30000, 14.3],\n",
    "  ['Lg. Magellanic Cloud', 50000, 0.9],\n",
    "  ['Bootes I', 60000, 13.1]\n",
    "]\n",
    "df_dualY = Daru::DataFrame.rows(data_rows)\n",
    "df_dualY.vectors = idx\n",
    "df_dualY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id='e616d194-5606-48b9-8572-39e1baa6b561'></div>\n",
       "<script>\n",
       "\n",
       "  google.load('visualization', 1.0,  {packages: ['table'], callback: draw_e616d194_5606_48b9_8572_39e1baa6b561});\n",
       "  function draw_e616d194_5606_48b9_8572_39e1baa6b561() {\n",
       "    var data_table = new google.visualization.DataTable();data_table.addColumn({\"type\":\"string\",\"label\":\"Galaxy\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Distance\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Brightness\"});data_table.addRow([{v: \"Canis Major Dwarf\"}, {v: 8000}, {v: 23.3}]);data_table.addRow([{v: \"Sagittarius Dwarf\"}, {v: 24000}, {v: 4.5}]);data_table.addRow([{v: \"Ursa Major II Dwarf\"}, {v: 30000}, {v: 14.3}]);data_table.addRow([{v: \"Lg. Magellanic Cloud\"}, {v: 50000}, {v: 0.9}]);data_table.addRow([{v: \"Bootes I\"}, {v: 60000}, {v: 13.1}]);\n",
       "    var table = new google.visualization.Table(document.getElementById('e616d194-5606-48b9-8572-39e1baa6b561'));\n",
       "    table.draw(data_table, {height: 300, width: 700}); \n",
       "  };\n",
       "</script>\n"
      ],
      "text/plain": [
       "#<GoogleVisualr::DataTable:0x00000002fe5860 @cols=[{:type=>\"string\", :label=>\"Galaxy\"}, {:type=>\"number\", :label=>\"Distance\"}, {:type=>\"number\", :label=>\"Brightness\"}], @rows=[[#<GoogleVisualr::DataTable::Cell:0x00000002fee3e8 @v=\"Canis Major Dwarf\", @type=\"string\">, #<GoogleVisualr::DataTable::Cell:0x00000002fee370 @v=8000, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x00000002fee2f8 @v=23.3, @type=\"number\">], [#<GoogleVisualr::DataTable::Cell:0x00000002fee230 @v=\"Sagittarius Dwarf\", @type=\"string\">, #<GoogleVisualr::DataTable::Cell:0x00000002fee1b8 @v=24000, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x00000002fee140 @v=4.5, @type=\"number\">], [#<GoogleVisualr::DataTable::Cell:0x00000002fee078 @v=\"Ursa Major II Dwarf\", @type=\"string\">, #<GoogleVisualr::DataTable::Cell:0x00000002fee000 @v=30000, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x00000002fedf88 @v=14.3, @type=\"number\">], [#<GoogleVisualr::DataTable::Cell:0x00000002fedec0 @v=\"Lg. Magellanic Cloud\", @type=\"string\">, #<GoogleVisualr::DataTable::Cell:0x00000002fede48 @v=50000, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x00000002feddd0 @v=0.9, @type=\"number\">], [#<GoogleVisualr::DataTable::Cell:0x00000002fedd08 @v=\"Bootes I\", @type=\"string\">, #<GoogleVisualr::DataTable::Cell:0x00000002fedc90 @v=60000, @type=\"number\">, #<GoogleVisualr::DataTable::Cell:0x00000002fedc18 @v=13.1, @type=\"number\">]], @listeners=[], @options={:height=>300, :width=>700}, @data=#<Daru::DataFrame(5x3)>\n",
       "                Galaxy   Distance Brightness\n",
       "          0 Canis Majo       8000       23.3\n",
       "          1 Sagittariu      24000        4.5\n",
       "          2 Ursa Major      30000       14.3\n",
       "          3 Lg. Magell      50000        0.9\n",
       "          4   Bootes I      60000       13.1, @user_options={}, @html_id=\"e616d194-5606-48b9-8572-39e1baa6b561\">"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "col_dualY_table = Daru::View::Table.new(df_dualY, height: 300, width: 700)\n",
    "col_dualY_table.table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id='6e1c654c-1b4b-4b53-8ae0-17519bcadfa2'></div>\n",
       "<script>\n",
       "\n",
       "  google.load('visualization', '1.0', {packages: ['corechart'], callback: draw_6e1c654c_1b4b_4b53_8ae0_17519bcadfa2});\n",
       "  function draw_6e1c654c_1b4b_4b53_8ae0_17519bcadfa2() {\n",
       "    var data_table = new google.visualization.DataTable();data_table.addColumn({\"type\":\"string\",\"label\":\"Galaxy\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Distance\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Brightness\"});data_table.addRow([{v: \"Canis Major Dwarf\"}, {v: 8000}, {v: 23.3}]);data_table.addRow([{v: \"Sagittarius Dwarf\"}, {v: 24000}, {v: 4.5}]);data_table.addRow([{v: \"Ursa Major II Dwarf\"}, {v: 30000}, {v: 14.3}]);data_table.addRow([{v: \"Lg. Magellanic Cloud\"}, {v: 50000}, {v: 0.9}]);data_table.addRow([{v: \"Bootes I\"}, {v: 60000}, {v: 13.1}]);\n",
       "    var chart = new google.visualization.ColumnChart(document.getElementById('6e1c654c-1b4b-4b53-8ae0-17519bcadfa2'));\n",
       "    chart.draw(data_table, {chart: {title: \"Nearby galaxies\", subtitle: \"distance on the left, brightness on the right\"}});\n",
       "  };\n",
       "</script>\n"
      ],
      "text/plain": [
       "\"\\n<div id='6e1c654c-1b4b-4b53-8ae0-17519bcadfa2'></div>\\n<script>\\n\\n  google.load('visualization', '1.0', {packages: ['corechart'], callback: draw_6e1c654c_1b4b_4b53_8ae0_17519bcadfa2});\\n  function draw_6e1c654c_1b4b_4b53_8ae0_17519bcadfa2() {\\n    var data_table = new google.visualization.DataTable();data_table.addColumn({\\\"type\\\":\\\"string\\\",\\\"label\\\":\\\"Galaxy\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Distance\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Brightness\\\"});data_table.addRow([{v: \\\"Canis Major Dwarf\\\"}, {v: 8000}, {v: 23.3}]);data_table.addRow([{v: \\\"Sagittarius Dwarf\\\"}, {v: 24000}, {v: 4.5}]);data_table.addRow([{v: \\\"Ursa Major II Dwarf\\\"}, {v: 30000}, {v: 14.3}]);data_table.addRow([{v: \\\"Lg. Magellanic Cloud\\\"}, {v: 50000}, {v: 0.9}]);data_table.addRow([{v: \\\"Bootes I\\\"}, {v: 60000}, {v: 13.1}]);\\n    var chart = new google.visualization.ColumnChart(document.getElementById('6e1c654c-1b4b-4b53-8ae0-17519bcadfa2'));\\n    chart.draw(data_table, {chart: {title: \\\"Nearby galaxies\\\", subtitle: \\\"distance on the left, brightness on the right\\\"}});\\n  };\\n</script>\\n\""
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "col_dualY_options = {\n",
    "          chart: {\n",
    "            title: 'Nearby galaxies',\n",
    "            subtitle: 'distance on the left, brightness on the right'\n",
    "          },\n",
    "  \n",
    "#           series: {\n",
    "#             0: { axis: 'distance' }, # Bind series 0 to an axis named 'distance'.\n",
    "#             1: { axis: 'brightness' } # Bind series 1 to an axis named 'brightness'.\n",
    "#           },\n",
    "#           axes: {\n",
    "#             y: {\n",
    "#               distance: {label: 'parsecs'}, # Left y-axis.\n",
    "#               brightness: {side: 'right', label: 'apparent magnitude'} # Right y-axis.\n",
    "#             }\n",
    "#           }\n",
    "     type: :column\n",
    "}\n",
    "col_dualY_chart = Daru::View::Plot.new(col_dualY_table.table, col_dualY_options)\n",
    "col_dualY_chart.show_in_iruby"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id='1c74db29-45e4-4379-8566-d956f800f6a1'></div>\n",
       "<script>\n",
       "\n",
       "  google.load('visualization', '1.0', {packages: ['corechart'], callback: draw_1c74db29_45e4_4379_8566_d956f800f6a1});\n",
       "  function draw_1c74db29_45e4_4379_8566_d956f800f6a1() {\n",
       "    var data_table = new google.visualization.DataTable();data_table.addColumn({\"type\":\"string\",\"label\":\"Galaxy\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Distance\"});data_table.addColumn({\"type\":\"number\",\"label\":\"Brightness\"});data_table.addRow([{v: \"Canis Major Dwarf\"}, {v: 8000}, {v: 23.3}]);data_table.addRow([{v: \"Sagittarius Dwarf\"}, {v: 24000}, {v: 4.5}]);data_table.addRow([{v: \"Ursa Major II Dwarf\"}, {v: 30000}, {v: 14.3}]);data_table.addRow([{v: \"Lg. Magellanic Cloud\"}, {v: 50000}, {v: 0.9}]);data_table.addRow([{v: \"Bootes I\"}, {v: 60000}, {v: 13.1}]);\n",
       "    var chart = new google.visualization.ColumnChart(document.getElementById('1c74db29-45e4-4379-8566-d956f800f6a1'));\n",
       "    chart.draw(data_table, {width: 900, title: \"Nearby galaxies - distance on the left, brightness on the right\"});\n",
       "  };\n",
       "</script>\n"
      ],
      "text/plain": [
       "\"\\n<div id='1c74db29-45e4-4379-8566-d956f800f6a1'></div>\\n<script>\\n\\n  google.load('visualization', '1.0', {packages: ['corechart'], callback: draw_1c74db29_45e4_4379_8566_d956f800f6a1});\\n  function draw_1c74db29_45e4_4379_8566_d956f800f6a1() {\\n    var data_table = new google.visualization.DataTable();data_table.addColumn({\\\"type\\\":\\\"string\\\",\\\"label\\\":\\\"Galaxy\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Distance\\\"});data_table.addColumn({\\\"type\\\":\\\"number\\\",\\\"label\\\":\\\"Brightness\\\"});data_table.addRow([{v: \\\"Canis Major Dwarf\\\"}, {v: 8000}, {v: 23.3}]);data_table.addRow([{v: \\\"Sagittarius Dwarf\\\"}, {v: 24000}, {v: 4.5}]);data_table.addRow([{v: \\\"Ursa Major II Dwarf\\\"}, {v: 30000}, {v: 14.3}]);data_table.addRow([{v: \\\"Lg. Magellanic Cloud\\\"}, {v: 50000}, {v: 0.9}]);data_table.addRow([{v: \\\"Bootes I\\\"}, {v: 60000}, {v: 13.1}]);\\n    var chart = new google.visualization.ColumnChart(document.getElementById('1c74db29-45e4-4379-8566-d956f800f6a1'));\\n    chart.draw(data_table, {width: 900, title: \\\"Nearby galaxies - distance on the left, brightness on the right\\\"});\\n  };\\n</script>\\n\""
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "col_dualY_options = {\n",
    "          width: 900,\n",
    "# Fixme: below line not working. expecting :\n",
    "# https://developers.google.com/chart/interactive/docs/gallery/columnchart\n",
    "#           series: {\n",
    "#             0: {targetAxisIndex: 0},\n",
    "#             1: {targetAxisIndex: 1}\n",
    "#           },\n",
    "          title: 'Nearby galaxies - distance on the left, brightness on the right',\n",
    "#           vAxes: {\n",
    "#             # Adds titles to each axis.\n",
    "#             0: {title: 'parsecs'},\n",
    "#             1: {title: 'apparent magnitude'}\n",
    "#           }\n",
    "     type: :column\n",
    "}\n",
    "col_dualY_chart = Daru::View::Plot.new(col_dualY_table.table, col_dualY_options)\n",
    "col_dualY_chart.show_in_iruby"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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