{
 "cells": [
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:37.703074Z",
     "start_time": "2025-03-07T11:37:34.701971Z"
    }
   },
   "cell_type": "code",
   "source": "%use dataframe",
   "outputs": [],
   "execution_count": 1
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:39.857540Z",
     "start_time": "2025-03-07T11:37:37.707087Z"
    }
   },
   "source": [
    "%useLatestDescriptors\n",
    "%use kandy"
   ],
   "outputs": [],
   "execution_count": 2
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:40.488784Z",
     "start_time": "2025-03-07T11:37:39.860125Z"
    }
   },
   "source": [
    "val df = DataFrame.readCsv(\n",
    "    fileOrUrl = \"titanic.csv\",\n",
    "    delimiter = ';',\n",
    "    parserOptions = ParserOptions(locale = java.util.Locale.FRENCH),\n",
    ")\n",
    "\n",
    "df.head()"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_1()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_1\" frameBorder=\"0\" srcdoc=\"        &lt;html&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\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=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .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: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; 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 &gt; 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",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043136&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 14&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;pclass: Int&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sex: String?&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;female&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,9167&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Int?&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Int?&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;ticket: String&bsol;&quot;&gt;ticket&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;24160&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;211,3375&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;cabin: String&bsol;&quot;&gt;cabin&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;B5&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;embarked: String?&bsol;&quot;&gt;embarked&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;AA&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;boat: String?&bsol;&quot;&gt;boat&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2&quot;,&quot;11&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;body: Int?&bsol;&quot;&gt;body&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;homedest: String&bsol;&quot;&gt;homedest&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;St Louis, MO&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;] }, \n",
       "], id: -2030043136, rootId: -2030043136, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
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       "            <table class=\"dataframe\" id=\"static_df_-2030043135\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">ticket</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th><th class=\"bottomBorder\" style=\"text-align:left\">cabin</th><th class=\"bottomBorder\" style=\"text-align:left\">embarked</th><th class=\"bottomBorder\" style=\"text-align:left\">boat</th><th class=\"bottomBorder\" style=\"text-align:left\">body</th><th class=\"bottomBorder\" style=\"text-align:left\">homedest</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">29,000000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">24160</td><td  style=\"vertical-align:top\">211,337500</td><td  style=\"vertical-align:top\">B5</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">St Louis, MO</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">0,916700</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">AA</td><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">30,000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">135</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">25,000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr></tbody></table>\n",
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      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\",\"name\",\"sex\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"embarked\",\"boat\",\"body\",\"homedest\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":5,\"ncol\":14},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"sex\":null,\"age\":29.0,\"sibsp\":null,\"parch\":null,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"embarked\":null,\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\"},{\"pclass\":1,\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"sex\":\"male\",\"age\":0.9167,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"AA\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"sex\":\"female\",\"age\":2.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"sex\":\"male\",\"age\":30.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"sex\":\"female\",\"age\":25.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"}]}"
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 3
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We have a dataset which uses an alternative pattern for decimal numbers. This is a reason why the French locale will be used in the example.\n",
    "\n",
    "But before data conversion, we should to handle *null* values."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:40.618364Z",
     "start_time": "2025-03-07T11:37:40.514789Z"
    }
   },
   "source": [
    "df.describe()"
   ],
   "outputs": [
    {
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       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;pclass&quot;,&quot;survived&quot;,&quot;name&quot;,&quot;sex&quot;,&quot;age&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;ticket&quot;,&quot;fare&quot;,&quot;cabin&quot;,&quot;embarked&quot;,&quot;boat&quot;,&quot;body&quot;,&quot;homedest&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;type: String&bsol;&quot;&gt;type&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Int&quot;,&quot;Int&quot;,&quot;String&quot;,&quot;String?&quot;,&quot;Double?&quot;,&quot;Int?&quot;,&quot;Int?&quot;,&quot;String&quot;,&quot;Double?&quot;,&quot;String?&quot;,&quot;String?&quot;,&quot;String?&quot;,&quot;Int?&quot;,&quot;String?&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;unique: Int&bsol;&quot;&gt;unique&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1307&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;99&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;929&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;282&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;187&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;28&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;122&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;370&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;nulls: Int&bsol;&quot;&gt;nulls&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;263&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1014&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;823&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1188&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;564&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;top: Comparable&lt;*&gt;&bsol;&quot;&gt;top&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Connolly, Miss. Kate&quot;,&quot;male&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;24,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;CA. 2343&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8,1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;C23 C25 C27&quot;,&quot;S&quot;,&quot;13&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;New York, NY&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;freq: Int&bsol;&quot;&gt;freq&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;709&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;809&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;843&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;47&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;890&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1001&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;60&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;912&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;39&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;64&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;mean: Double?&bsol;&quot;&gt;mean&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,294882&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,381971&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29,881135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,499235&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,385321&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;33,295479&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;160,809917&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;std: Double?&bsol;&quot;&gt;std&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,837836&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,486055&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;14,413500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,041965&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,865826&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;51,758668&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;97,696922&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;min: Comparable&lt;*&gt;&bsol;&quot;&gt;min&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Abbing, Mr. Anthony&quot;,&quot;female&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;110152&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;A10&quot;,&quot;AA&quot;,&quot;1&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;?Havana, Cuba&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;p25: Comparable&lt;*&gt;&bsol;&quot;&gt;p25&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Dibden, Mr. William&quot;,&quot;female&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;21,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;248740&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7,9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;B73&quot;,&quot;Q&quot;,&quot;14&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;72&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;England &sol; Bennington, VT&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;median: Comparable&lt;*&gt;&bsol;&quot;&gt;median&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Kink, Mr. Vincenz&quot;,&quot;male&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;28,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;347082&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;14,5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;C62 C64&quot;,&quot;S&quot;,&quot;3&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;155&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Lyndhurst, England&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;p75: Comparable&lt;*&gt;&bsol;&quot;&gt;p75&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Quick, Mrs. Frederick Charles (Jane Richards)&bsol;&quot;&gt;Quick, Mrs. Frederick Charles (Jane R&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;male&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;39,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;A&sol;5 3536&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;31,3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;D48&quot;,&quot;S&quot;,&quot;8&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;256&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Provo, UT&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;max: Comparable&lt;*&gt;&bsol;&quot;&gt;max&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;van Melkebeke, Mr. Philemon&quot;,&quot;male&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;80,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;WE&sol;P 5735&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;512,3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;T&quot;,&quot;S&quot;,&quot;D&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;328&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Zurich, Switzerland&quot;] }, \n",
       "], id: -2030043134, rootId: -2030043134, totalRows: 14 } ) });\n",
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       "            <table class=\"dataframe\" id=\"static_df_-2030043133\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">type</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th><th class=\"bottomBorder\" style=\"text-align:left\">unique</th><th class=\"bottomBorder\" style=\"text-align:left\">nulls</th><th class=\"bottomBorder\" style=\"text-align:left\">top</th><th class=\"bottomBorder\" style=\"text-align:left\">freq</th><th class=\"bottomBorder\" style=\"text-align:left\">mean</th><th class=\"bottomBorder\" style=\"text-align:left\">std</th><th class=\"bottomBorder\" style=\"text-align:left\">min</th><th class=\"bottomBorder\" style=\"text-align:left\">p25</th><th class=\"bottomBorder\" style=\"text-align:left\">median</th><th class=\"bottomBorder\" style=\"text-align:left\">p75</th><th class=\"bottomBorder\" style=\"text-align:left\">max</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">pclass</td><td  style=\"vertical-align:top\">Int</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">709</td><td  style=\"vertical-align:top\">2,294882</td><td  style=\"vertical-align:top\">0,837836</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">3</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">Int</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">809</td><td  style=\"vertical-align:top\">0,381971</td><td  style=\"vertical-align:top\">0,486055</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">name</td><td  style=\"vertical-align:top\">String</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">1307</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Connolly, Miss. Kate</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Abbing, Mr. Anthony</td><td  style=\"vertical-align:top\">Dibden, Mr. William</td><td  style=\"vertical-align:top\">Kink, Mr. Vincenz</td><td  style=\"vertical-align:top\">Quick, Mrs. Frederick Charles (Jane R<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">van Melkebeke, Mr. Philemon</td></tr><tr><td  style=\"vertical-align:top\">sex</td><td  style=\"vertical-align:top\">String?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">843</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">male</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">Double?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">99</td><td  style=\"vertical-align:top\">263</td><td  style=\"vertical-align:top\">24,000000</td><td  style=\"vertical-align:top\">47</td><td  style=\"vertical-align:top\">29,881135</td><td  style=\"vertical-align:top\">14,413500</td><td  style=\"vertical-align:top\">0,166700</td><td  style=\"vertical-align:top\">21,000000</td><td  style=\"vertical-align:top\">28,000000</td><td  style=\"vertical-align:top\">39,000000</td><td  style=\"vertical-align:top\">80,000000</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">Int?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">8</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">890</td><td  style=\"vertical-align:top\">0,499235</td><td  style=\"vertical-align:top\">1,041965</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">8</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">Int?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">9</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">1001</td><td  style=\"vertical-align:top\">0,385321</td><td  style=\"vertical-align:top\">0,865826</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">9</td></tr><tr><td  style=\"vertical-align:top\">ticket</td><td  style=\"vertical-align:top\">String</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">929</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">CA. 2343</td><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">110152</td><td  style=\"vertical-align:top\">248740</td><td  style=\"vertical-align:top\">347082</td><td  style=\"vertical-align:top\">A/5 3536</td><td  style=\"vertical-align:top\">WE/P 5735</td></tr><tr><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">Double?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">282</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">8,050000</td><td  style=\"vertical-align:top\">60</td><td  style=\"vertical-align:top\">33,295479</td><td  style=\"vertical-align:top\">51,758668</td><td  style=\"vertical-align:top\">0,000000</td><td  style=\"vertical-align:top\">7,895800</td><td  style=\"vertical-align:top\">14,454200</td><td  style=\"vertical-align:top\">31,275000</td><td  style=\"vertical-align:top\">512,329200</td></tr><tr><td  style=\"vertical-align:top\">cabin</td><td  style=\"vertical-align:top\">String?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">187</td><td  style=\"vertical-align:top\">1014</td><td  style=\"vertical-align:top\">C23 C25 C27</td><td  style=\"vertical-align:top\">6</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">A10</td><td  style=\"vertical-align:top\">B73</td><td  style=\"vertical-align:top\">C62 C64</td><td  style=\"vertical-align:top\">D48</td><td  style=\"vertical-align:top\">T</td></tr><tr><td  style=\"vertical-align:top\">embarked</td><td  style=\"vertical-align:top\">String?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">5</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">912</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">AA</td><td  style=\"vertical-align:top\">Q</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">S</td></tr><tr><td  style=\"vertical-align:top\">boat</td><td  style=\"vertical-align:top\">String?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">28</td><td  style=\"vertical-align:top\">823</td><td  style=\"vertical-align:top\">13</td><td  style=\"vertical-align:top\">39</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">14</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">8</td><td  style=\"vertical-align:top\">D</td></tr><tr><td  style=\"vertical-align:top\">body</td><td  style=\"vertical-align:top\">Int?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">122</td><td  style=\"vertical-align:top\">1188</td><td  style=\"vertical-align:top\">135</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">160,809917</td><td  style=\"vertical-align:top\">97,696922</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">72</td><td  style=\"vertical-align:top\">155</td><td  style=\"vertical-align:top\">256</td><td  style=\"vertical-align:top\">328</td></tr><tr><td  style=\"vertical-align:top\">homedest</td><td  style=\"vertical-align:top\">String?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">370</td><td  style=\"vertical-align:top\">564</td><td  style=\"vertical-align:top\">New York, NY</td><td  style=\"vertical-align:top\">64</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">?Havana, Cuba</td><td  style=\"vertical-align:top\">England / Bennington, VT</td><td  style=\"vertical-align:top\">Lyndhurst, England</td><td  style=\"vertical-align:top\">Provo, UT</td><td  style=\"vertical-align:top\">Zurich, Switzerland</td></tr></tbody></table>\n",
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      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"name\",\"type\",\"count\",\"unique\",\"nulls\",\"top\",\"freq\",\"mean\",\"std\",\"min\",\"p25\",\"median\",\"p75\",\"max\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"}],\"nrow\":14,\"ncol\":14},\"kotlin_dataframe\":[{\"name\":\"pclass\",\"type\":\"Int\",\"count\":1309,\"unique\":3,\"nulls\":0,\"top\":\"3\",\"freq\":709,\"mean\":2.294881588999236,\"std\":0.837836018970131,\"min\":\"1\",\"p25\":\"2\",\"median\":\"3\",\"p75\":\"3\",\"max\":\"3\"},{\"name\":\"survived\",\"type\":\"Int\",\"count\":1309,\"unique\":2,\"nulls\":0,\"top\":\"0\",\"freq\":809,\"mean\":0.3819709702062643,\"std\":0.48605517086648004,\"min\":\"0\",\"p25\":\"0\",\"median\":\"0\",\"p75\":\"1\",\"max\":\"1\"},{\"name\":\"name\",\"type\":\"String\",\"count\":1309,\"unique\":1307,\"nulls\":0,\"top\":\"Connolly, Miss. Kate\",\"freq\":2,\"mean\":null,\"std\":null,\"min\":\"Abbing, Mr. Anthony\",\"p25\":\"Dibden, Mr. William\",\"median\":\"Kink, Mr. Vincenz\",\"p75\":\"Quick, Mrs. Frederick Charles (Jane Richards)\",\"max\":\"van Melkebeke, Mr. Philemon\"},{\"name\":\"sex\",\"type\":\"String?\",\"count\":1309,\"unique\":3,\"nulls\":1,\"top\":\"male\",\"freq\":843,\"mean\":null,\"std\":null,\"min\":\"female\",\"p25\":\"female\",\"median\":\"male\",\"p75\":\"male\",\"max\":\"male\"},{\"name\":\"age\",\"type\":\"Double?\",\"count\":1309,\"unique\":99,\"nulls\":263,\"top\":\"24.0\",\"freq\":47,\"mean\":29.8811345124283,\"std\":14.413499699923594,\"min\":\"0.1667\",\"p25\":\"21.0\",\"median\":\"28.0\",\"p75\":\"39.0\",\"max\":\"80.0\"},{\"name\":\"sibsp\",\"type\":\"Int?\",\"count\":1309,\"unique\":8,\"nulls\":1,\"top\":\"0\",\"freq\":890,\"mean\":0.49923547400611623,\"std\":1.041965373922986,\"min\":\"0\",\"p25\":\"0\",\"median\":\"0\",\"p75\":\"1\",\"max\":\"8\"},{\"name\":\"parch\",\"type\":\"Int?\",\"count\":1309,\"unique\":9,\"nulls\":1,\"top\":\"0\",\"freq\":1001,\"mean\":0.3853211009174312,\"std\":0.8658257885990794,\"min\":\"0\",\"p25\":\"0\",\"median\":\"0\",\"p75\":\"0\",\"max\":\"9\"},{\"name\":\"ticket\",\"type\":\"String\",\"count\":1309,\"unique\":929,\"nulls\":0,\"top\":\"CA. 2343\",\"freq\":11,\"mean\":null,\"std\":null,\"min\":\"110152\",\"p25\":\"248740\",\"median\":\"347082\",\"p75\":\"A/5 3536\",\"max\":\"WE/P 5735\"},{\"name\":\"fare\",\"type\":\"Double?\",\"count\":1309,\"unique\":282,\"nulls\":1,\"top\":\"8.05\",\"freq\":60,\"mean\":33.29547928134572,\"std\":51.758668239174135,\"min\":\"0.0\",\"p25\":\"7.8958\",\"median\":\"14.4542\",\"p75\":\"31.275\",\"max\":\"512.3292\"},{\"name\":\"cabin\",\"type\":\"String?\",\"count\":1309,\"unique\":187,\"nulls\":1014,\"top\":\"C23 C25 C27\",\"freq\":6,\"mean\":null,\"std\":null,\"min\":\"A10\",\"p25\":\"B73\",\"median\":\"C62 C64\",\"p75\":\"D48\",\"max\":\"T\"},{\"name\":\"embarked\",\"type\":\"String?\",\"count\":1309,\"unique\":5,\"nulls\":3,\"top\":\"S\",\"freq\":912,\"mean\":null,\"std\":null,\"min\":\"AA\",\"p25\":\"Q\",\"median\":\"S\",\"p75\":\"S\",\"max\":\"S\"},{\"name\":\"boat\",\"type\":\"String?\",\"count\":1309,\"unique\":28,\"nulls\":823,\"top\":\"13\",\"freq\":39,\"mean\":null,\"std\":null,\"min\":\"1\",\"p25\":\"14\",\"median\":\"3\",\"p75\":\"8\",\"max\":\"D\"},{\"name\":\"body\",\"type\":\"Int?\",\"count\":1309,\"unique\":122,\"nulls\":1188,\"top\":\"135\",\"freq\":1,\"mean\":160.8099173553719,\"std\":97.6969219960031,\"min\":\"1\",\"p25\":\"72\",\"median\":\"155\",\"p75\":\"256\",\"max\":\"328\"},{\"name\":\"homedest\",\"type\":\"String?\",\"count\":1309,\"unique\":370,\"nulls\":564,\"top\":\"New York, NY\",\"freq\":64,\"mean\":null,\"std\":null,\"min\":\"?Havana, Cuba\",\"p25\":\"England / Bennington, VT\",\"median\":\"Lyndhurst, England\",\"p75\":\"Provo, UT\",\"max\":\"Zurich, Switzerland\"}]}"
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 4
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:40.726892Z",
     "start_time": "2025-03-07T11:37:40.692186Z"
    }
   },
   "source": [
    "df"
   ],
   "outputs": [
    {
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       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 1309 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 1309, columnsCount = 14&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;pclass: Int&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Anderson, Mr. Harry&quot;,&quot;Andrews, Miss. Kornelia Theodosia&quot;,&quot;Andrews, Mr. Thomas Jr&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Appleton, Mrs. Edward Dale (Charlotte Lamson)&bsol;&quot;&gt;Appleton, Mrs. Edward Dale (Charlotte&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Artagaveytia, Mr. Ramon&quot;,&quot;Astor, Col. John Jacob&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Astor, Mrs. John Jacob (Madeleine Talmadge Force)&bsol;&quot;&gt;Astor, Mrs. John Jacob (Madeleine Tal&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Aubart, Mme. Leontine Pauline&quot;,&quot;Barber, Miss. Ellen &amp;#34;Nellie&amp;#34;&quot;,&quot;Barkworth, Mr. Algernon Henry Wilson&quot;,&quot;Baumann, Mr. John D&quot;,&quot;Baxter, Mr. Quigg Edmond&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Baxter, Mrs. James (Helene DeLaudeniere Chaput)&bsol;&quot;&gt;Baxter, Mrs. James (Helene DeLaudenie&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Bazzani, Miss. Albina&quot;,&quot;Beattie, Mr. Thomson&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sex: String?&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;male&quot;,&quot;female&quot;,&quot;female&quot;,&quot;female&quot;,&quot;male&quot;,&quot;male&quot;,&quot;male&quot;,&quot;female&quot;,&quot;female&quot;,&quot;male&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double?&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,9167&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;48,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;63,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;39,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;53,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;71,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;47,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;18,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;24,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;26,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;80,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;24,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;50,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;32,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;36,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Int?&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Int?&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;ticket: String&bsol;&quot;&gt;ticket&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;24160&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;19952&quot;,&quot;13502&quot;,&quot;112050&quot;,&quot;11769&quot;,&quot;PC 17609&quot;,&quot;PC 17757&quot;,&quot;PC 17757&quot;,&quot;PC 17477&quot;,&quot;19877&quot;,&quot;27042&quot;,&quot;PC 17318&quot;,&quot;PC 17558&quot;,&quot;PC 17558&quot;,&quot;11813&quot;,&quot;13050&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double?&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;211,3375&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;26,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;77,9583&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;51,4792&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;49,5042&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;227,5250&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;227,5250&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;69,3000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;78,8500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25,9250&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;247,5208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;247,5208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;76,2917&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;75,2417&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;cabin: String?&bsol;&quot;&gt;cabin&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;B5&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;E12&quot;,&quot;D7&quot;,&quot;A36&quot;,&quot;C101&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;C62 C64&quot;,&quot;C62 C64&quot;,&quot;B35&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;A23&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;B58 B60&quot;,&quot;B58 B60&quot;,&quot;D15&quot;,&quot;C6&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;embarked: String?&bsol;&quot;&gt;embarked&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;AA&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;,&quot;C&quot;,&quot;C&quot;,&quot;C&quot;,&quot;C&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;,&quot;C&quot;,&quot;C&quot;,&quot;C&quot;,&quot;C&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;boat: String?&bsol;&quot;&gt;boat&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2&quot;,&quot;11&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;3&quot;,&quot;10&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;D&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;4&quot;,&quot;9&quot;,&quot;6&quot;,&quot;B&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;6&quot;,&quot;8&quot;,&quot;A&quot;] }, \n",
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       "            <table class=\"dataframe\" id=\"static_df_-2030043129\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">ticket</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th><th class=\"bottomBorder\" style=\"text-align:left\">cabin</th><th class=\"bottomBorder\" style=\"text-align:left\">embarked</th><th class=\"bottomBorder\" style=\"text-align:left\">boat</th><th class=\"bottomBorder\" style=\"text-align:left\">body</th><th class=\"bottomBorder\" style=\"text-align:left\">homedest</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">29,000000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">24160</td><td  style=\"vertical-align:top\">211,337500</td><td  style=\"vertical-align:top\">B5</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">St Louis, MO</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">0,916700</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">AA</td><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">30,000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">135</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">25,000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Anderson, Mr. Harry</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">48,000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">19952</td><td  style=\"vertical-align:top\">26,550000</td><td  style=\"vertical-align:top\">E12</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">New York, NY</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Andrews, Miss. Kornelia Theodosia</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">63,000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">13502</td><td  style=\"vertical-align:top\">77,958300</td><td  style=\"vertical-align:top\">D7</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">10</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Hudson, NY</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Andrews, Mr. Thomas Jr</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">39,000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">112050</td><td  style=\"vertical-align:top\">0,000000</td><td  style=\"vertical-align:top\">A36</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Belfast, NI</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Appleton, Mrs. Edward Dale (Charlotte<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">53,000000</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">11769</td><td  style=\"vertical-align:top\">51,479200</td><td  style=\"vertical-align:top\">C101</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">D</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Bayside, Queens, NY</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Artagaveytia, Mr. Ramon</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">71,000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">PC 17609</td><td  style=\"vertical-align:top\">49,504200</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">C</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">22</td><td  style=\"vertical-align:top\">Montevideo, Uruguay</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Astor, Col. 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Albina\",\"sex\":\"female\",\"age\":32.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"11813\",\"fare\":76.2917,\"cabin\":\"D15\",\"embarked\":\"C\",\"boat\":\"8\",\"body\":null,\"homedest\":null},{\"pclass\":1,\"survived\":0,\"name\":\"Beattie, Mr. Thomson\",\"sex\":\"male\",\"age\":36.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"13050\",\"fare\":75.2417,\"cabin\":\"C6\",\"embarked\":\"C\",\"boat\":\"A\",\"body\":null,\"homedest\":\"Winnipeg, MN\"}]}"
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 5
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Imputing null values\n",
    "Let's convert all columns of our dataset to non-nullable and impute null values based on mean values."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:41.206050Z",
     "start_time": "2025-03-07T11:37:40.819377Z"
    }
   },
   "source": [
    "val df1 = df\n",
    "    // imputing\n",
    "    .fillNulls { sibsp and parch and age and fare }.perCol { mean() }\n",
    "    .fillNulls { sex }.with { \"other\" }\n",
    "    .fillNulls { embarked }.with { \"S\" }\n",
    "    .convert { sibsp and parch and age and fare }.toDouble()\n",
    "\n",
    "df1.head()"
   ],
   "outputs": [
    {
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       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; 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 &gt; 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",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043124&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 14&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;pclass: Int&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sex: String&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;other&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;female&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,9167&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;ticket: String&bsol;&quot;&gt;ticket&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;24160&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;211,3375&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;cabin: String&bsol;&quot;&gt;cabin&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;B5&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;embarked: String&bsol;&quot;&gt;embarked&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;S&quot;,&quot;AA&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;boat: String?&bsol;&quot;&gt;boat&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2&quot;,&quot;11&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;body: Int?&bsol;&quot;&gt;body&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;homedest: String&bsol;&quot;&gt;homedest&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;St Louis, MO&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;] }, \n",
       "], id: -2030043124, rootId: -2030043124, totalRows: 5 } ) });\n",
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       "            <table class=\"dataframe\" id=\"static_df_-2030043123\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">ticket</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th><th class=\"bottomBorder\" style=\"text-align:left\">cabin</th><th class=\"bottomBorder\" style=\"text-align:left\">embarked</th><th class=\"bottomBorder\" style=\"text-align:left\">boat</th><th class=\"bottomBorder\" style=\"text-align:left\">body</th><th class=\"bottomBorder\" style=\"text-align:left\">homedest</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">other</td><td  style=\"vertical-align:top\">29,000000</td><td  style=\"vertical-align:top\">0,000000</td><td  style=\"vertical-align:top\">0,000000</td><td  style=\"vertical-align:top\">24160</td><td  style=\"vertical-align:top\">211,337500</td><td  style=\"vertical-align:top\">B5</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">St Louis, MO</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">0,916700</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">AA</td><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">30,000000</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">135</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">25,000000</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr></tbody></table>\n",
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      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\",\"name\",\"sex\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"embarked\",\"boat\",\"body\",\"homedest\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":5,\"ncol\":14},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"sex\":\"other\",\"age\":29.0,\"sibsp\":0.0,\"parch\":0.0,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"embarked\":\"S\",\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\"},{\"pclass\":1,\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"sex\":\"male\",\"age\":0.9167,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"AA\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"sex\":\"female\",\"age\":2.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"sex\":\"male\",\"age\":30.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"sex\":\"female\",\"age\":25.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"}]}"
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 6
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:41.230880Z",
     "start_time": "2025-03-07T11:37:41.209056Z"
    }
   },
   "source": [
    "df1.schema()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pclass: Int\n",
       "survived: Int\n",
       "name: String\n",
       "sex: String\n",
       "age: Double\n",
       "sibsp: Double\n",
       "parch: Double\n",
       "ticket: String\n",
       "fare: Double\n",
       "cabin: String?\n",
       "embarked: String\n",
       "boat: String?\n",
       "body: Int?\n",
       "homedest: String?"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 7
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:41.294329Z",
     "start_time": "2025-03-07T11:37:41.264180Z"
    }
   },
   "source": [
    "df1.corr()"
   ],
   "outputs": [
    {
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       "\n",
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       "            const col = cols[colId];\n",
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       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
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       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
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       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
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       "\n",
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       "\n",
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       "\n",
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       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
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       "            if (isExpanded) {\n",
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       "            }\n",
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       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
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       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
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       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
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       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;pclass&quot;,&quot;survived&quot;,&quot;age&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;fare&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;pclass: Double&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,312469&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,366370&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,060832&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,018322&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,558477&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,312469&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,244208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,366370&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,190747&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,130872&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,171521&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,060832&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,190747&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,373587&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,160224&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,018322&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,130872&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,373587&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,221522&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,558477&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,244208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,171521&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,160224&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,221522&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
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       "            <table class=\"dataframe\" id=\"static_df_-2030043119\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">pclass</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">-0,312469</td><td  style=\"vertical-align:top\">-0,366370</td><td  style=\"vertical-align:top\">0,060832</td><td  style=\"vertical-align:top\">0,018322</td><td  style=\"vertical-align:top\">-0,558477</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">-0,312469</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">-0,050199</td><td  style=\"vertical-align:top\">-0,027825</td><td  style=\"vertical-align:top\">0,082660</td><td  style=\"vertical-align:top\">0,244208</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">-0,366370</td><td  style=\"vertical-align:top\">-0,050199</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">-0,190747</td><td  style=\"vertical-align:top\">-0,130872</td><td  style=\"vertical-align:top\">0,171521</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">0,060832</td><td  style=\"vertical-align:top\">-0,027825</td><td  style=\"vertical-align:top\">-0,190747</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">0,373587</td><td  style=\"vertical-align:top\">0,160224</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">0,018322</td><td  style=\"vertical-align:top\">0,082660</td><td  style=\"vertical-align:top\">-0,130872</td><td  style=\"vertical-align:top\">0,373587</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">0,221522</td></tr><tr><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">-0,558477</td><td  style=\"vertical-align:top\">0,244208</td><td  style=\"vertical-align:top\">0,171521</td><td  style=\"vertical-align:top\">0,160224</td><td  style=\"vertical-align:top\">0,221522</td><td  style=\"vertical-align:top\">1,000000</td></tr></tbody></table>\n",
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      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"pclass\",\"survived\",\"age\",\"sibsp\",\"parch\",\"fare\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":6,\"ncol\":7},\"kotlin_dataframe\":[{\"column\":\"pclass\",\"pclass\":1.0,\"survived\":-0.31246936264968,\"age\":-0.36637035869802936,\"sibsp\":0.06083200757490747,\"parch\":0.018322202009786036,\"fare\":-0.5584773475043957},{\"column\":\"survived\",\"pclass\":-0.31246936264968,\"survived\":1.0,\"age\":-0.050198983636982906,\"sibsp\":-0.02782511923058273,\"parch\":0.0826595703861011,\"fare\":0.24420775279437662},{\"column\":\"age\",\"pclass\":-0.36637035869802936,\"survived\":-0.050198983636982906,\"age\":1.0,\"sibsp\":-0.19074715633383899,\"parch\":-0.1308719630307398,\"fare\":0.17152056539956614},{\"column\":\"sibsp\",\"pclass\":0.06083200757490747,\"survived\":-0.02782511923058273,\"age\":-0.19074715633383899,\"sibsp\":1.0,\"parch\":0.3735871906264913,\"fare\":0.16022419622116035},{\"column\":\"parch\",\"pclass\":0.018322202009786036,\"survived\":0.0826595703861011,\"age\":-0.1308719630307398,\"sibsp\":0.3735871906264913,\"parch\":1.0,\"fare\":0.2215218879995723},{\"column\":\"fare\",\"pclass\":-0.5584773475043957,\"survived\":0.24420775279437662,\"age\":0.17152056539956614,\"sibsp\":0.16022419622116035,\"parch\":0.2215218879995723,\"fare\":1.0}]}"
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 8
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:41.406608Z",
     "start_time": "2025-03-07T11:37:41.296855Z"
    }
   },
   "source": [
    "val correlations = df1\n",
    "    .corr { all() }.with { survived }\n",
    "    .sortBy { survived }\n",
    "correlations"
   ],
   "outputs": [
    {
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       "    --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: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; 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 &gt; 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",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043118&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 6, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;pclass&quot;,&quot;age&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;fare&quot;,&quot;survived&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,312469&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,244208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043118, rootId: -2030043118, totalRows: 6 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043118) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_10() {\n",
       "                    let elem = document.getElementById(\"iframe_out_10\");\n",
       "                    resize_iframe_out_10(elem);\n",
       "                    setInterval(resize_iframe_out_10, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_10(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <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",
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       "            <table class=\"dataframe\" id=\"static_df_-2030043117\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">pclass</td><td  style=\"vertical-align:top\">-0,312469</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">-0,050199</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">-0,027825</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">0,082660</td></tr><tr><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">0,244208</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">1,000000</td></tr></tbody></table>\n",
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      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":6,\"ncol\":2},\"kotlin_dataframe\":[{\"column\":\"pclass\",\"survived\":-0.31246936264968},{\"column\":\"age\",\"survived\":-0.050198983636982906},{\"column\":\"sibsp\",\"survived\":-0.02782511923058273},{\"column\":\"parch\",\"survived\":0.0826595703861011},{\"column\":\"fare\",\"survived\":0.24420775279437662},{\"column\":\"survived\",\"survived\":1.0}]}"
     },
     "execution_count": 9,
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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Great, at this moment we have 5 numerical features available for numerical analysis: **pclass, age, sibsp, parch, fare**."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Analyze by pivoting features\n",
    "To confirm some of our observations and assumptions, we can quickly analyze our feature correlations by pivoting features against each other. We can only do so at this stage for features which do not have any empty values. It also makes sense doing so only for features which are categorical (Sex), ordinal (Pclass) or discrete (SibSp, Parch) type.\n",
    "\n",
    "- **Pclass**: We observe significant correlation (>0.5) among **Pclass**=1 and **Survived**.\n",
    "\n",
    "- **Sex**: We confirm the observation during problem definition that Sex=female had a very high survival rate at 74%.\n",
    "\n",
    "- **SibSp** and **Parch**: These features have zero correlation for the certain values. It may be best to derive a feature or a set of features from these individual features."
   ]
  },
  {
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    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:41.495917Z",
     "start_time": "2025-03-07T11:37:41.439600Z"
    }
   },
   "source": [
    "df1.groupBy { pclass }.mean { survived }.sortBy { pclass }"
   ],
   "outputs": [
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       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;pclass: Int&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,619195&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,429603&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,255289&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043114, rootId: -2030043114, totalRows: 3 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043114) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_12() {\n",
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       "                    resize_iframe_out_12(elem);\n",
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       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
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       "\n",
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       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
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       "    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",
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       "    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>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043113\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0,619195</td></tr><tr><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0,429603</td></tr><tr><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">0,255289</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043113\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":3,\"ncol\":2},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":0.6191950464396285},{\"pclass\":2,\"survived\":0.4296028880866426},{\"pclass\":3,\"survived\":0.2552891396332863}]}"
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 10
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:41.551073Z",
     "start_time": "2025-03-07T11:37:41.499422Z"
    }
   },
   "source": [
    "df1.groupBy { sex }.mean { survived }.sortBy { survived }"
   ],
   "outputs": [
    {
     "data": {
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       "    --background-odd: #f5f5f5;\n",
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       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;sex: String&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;male&quot;,&quot;female&quot;,&quot;other&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,190985&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,726882&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043112, rootId: -2030043112, totalRows: 3 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043112) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_13() {\n",
       "                    let elem = document.getElementById(\"iframe_out_13\");\n",
       "                    resize_iframe_out_13(elem);\n",
       "                    setInterval(resize_iframe_out_13, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_13(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043111\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">0,190985</td></tr><tr><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">0,726882</td></tr><tr><td  style=\"vertical-align:top\">other</td><td  style=\"vertical-align:top\">1,000000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043111\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"sex\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":3,\"ncol\":2},\"kotlin_dataframe\":[{\"sex\":\"male\",\"survived\":0.19098457888493475},{\"sex\":\"female\",\"survived\":0.7268817204301076},{\"sex\":\"other\",\"survived\":1.0}]}"
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 11
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:41.642656Z",
     "start_time": "2025-03-07T11:37:41.602092Z"
    }
   },
   "source": [
    "df1.groupBy { sibsp }.mean { survived }.sortBy { sibsp }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_16()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_16\" frameBorder=\"0\" srcdoc=\"        &lt;html&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\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=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .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: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; 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 &gt; 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",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043106&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 7, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,346801&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,510972&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,452381&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,300000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,136364&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043106, rootId: -2030043106, totalRows: 7 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043106) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_16() {\n",
       "                    let elem = document.getElementById(\"iframe_out_16\");\n",
       "                    resize_iframe_out_16(elem);\n",
       "                    setInterval(resize_iframe_out_16, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_16(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <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",
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       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
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       "table.dataframe .dataFrameCaption {\n",
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       "\n",
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       "\n",
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       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043105\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">0,000000</td><td  style=\"vertical-align:top\">0,346801</td></tr><tr><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">0,510972</td></tr><tr><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">0,452381</td></tr><tr><td  style=\"vertical-align:top\">3,000000</td><td  style=\"vertical-align:top\">0,300000</td></tr><tr><td  style=\"vertical-align:top\">4,000000</td><td  style=\"vertical-align:top\">0,136364</td></tr><tr><td  style=\"vertical-align:top\">5,000000</td><td  style=\"vertical-align:top\">0,000000</td></tr><tr><td  style=\"vertical-align:top\">8,000000</td><td  style=\"vertical-align:top\">0,000000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043105\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"sibsp\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":7,\"ncol\":2},\"kotlin_dataframe\":[{\"sibsp\":0.0,\"survived\":0.3468013468013468},{\"sibsp\":1.0,\"survived\":0.5109717868338558},{\"sibsp\":2.0,\"survived\":0.4523809523809524},{\"sibsp\":3.0,\"survived\":0.3},{\"sibsp\":4.0,\"survived\":0.13636363636363635},{\"sibsp\":5.0,\"survived\":0.0},{\"sibsp\":8.0,\"survived\":0.0}]}"
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 12
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:41.690087Z",
     "start_time": "2025-03-07T11:37:41.645853Z"
    }
   },
   "source": [
    "df1.groupBy { parch }.mean { survived }.sortBy { parch }"
   ],
   "outputs": [
    {
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       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
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       "                        th.setAttribute(&quot;class&quot;, classes)\n",
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       "\n",
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       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
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       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
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       "                            that.renderTable(id)\n",
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       "                        link.innerHTML += value.value\n",
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       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
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       "        funQueue = [];\n",
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       "\n",
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       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,335329&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,588235&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,504425&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,625000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,166667&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,166667&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043104, rootId: -2030043104, totalRows: 8 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043104) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
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       "            <table class=\"dataframe\" id=\"static_df_-2030043103\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">0,000000</td><td  style=\"vertical-align:top\">0,335329</td></tr><tr><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">0,588235</td></tr><tr><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">0,504425</td></tr><tr><td  style=\"vertical-align:top\">3,000000</td><td  style=\"vertical-align:top\">0,625000</td></tr><tr><td  style=\"vertical-align:top\">4,000000</td><td  style=\"vertical-align:top\">0,166667</td></tr><tr><td  style=\"vertical-align:top\">5,000000</td><td  style=\"vertical-align:top\">0,166667</td></tr><tr><td  style=\"vertical-align:top\">6,000000</td><td  style=\"vertical-align:top\">0,000000</td></tr><tr><td  style=\"vertical-align:top\">9,000000</td><td  style=\"vertical-align:top\">0,000000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043103\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"parch\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":8,\"ncol\":2},\"kotlin_dataframe\":[{\"parch\":0.0,\"survived\":0.33532934131736525},{\"parch\":1.0,\"survived\":0.5882352941176471},{\"parch\":2.0,\"survived\":0.504424778761062},{\"parch\":3.0,\"survived\":0.625},{\"parch\":4.0,\"survived\":0.16666666666666666},{\"parch\":5.0,\"survived\":0.16666666666666666},{\"parch\":6.0,\"survived\":0.0},{\"parch\":9.0,\"survived\":0.0}]}"
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 13
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Analyze the importance of the Age feature\n",
    "\n",
    "It's interesting to discover both **age** distributions: among survived and not survived passengers."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:41.828024Z",
     "start_time": "2025-03-07T11:37:41.736785Z"
    }
   },
   "source": [
    "val byAge = df1.valueCounts { age }.sortBy { age }\n",
    "byAge"
   ],
   "outputs": [
    {
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       "}\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043098&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 99 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 99, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,166700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,333300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,416700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,666700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,833300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,916700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11,500000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;12,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;12&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043098, rootId: -2030043098, totalRows: 99 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043098) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
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       "    --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",
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       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
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       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
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       "\n",
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       "\n",
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       "    color: var(--link-color-pale);\n",
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       "\n",
       "table.dataframe a:hover {\n",
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       "    text-decoration: underline;\n",
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       "\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",
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       "\n",
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       "    width: 8px;\n",
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       "    display: flex;\n",
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       "table.dataframe .null {\n",
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       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043097\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">0,166700</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">0,333300</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">0,416700</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">0,666700</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">0,750000</td><td  style=\"vertical-align:top\">3</td></tr><tr><td  style=\"vertical-align:top\">0,833300</td><td  style=\"vertical-align:top\">3</td></tr><tr><td  style=\"vertical-align:top\">0,916700</td><td  style=\"vertical-align:top\">2</td></tr><tr><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">10</td></tr><tr><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">12</td></tr><tr><td  style=\"vertical-align:top\">3,000000</td><td  style=\"vertical-align:top\">7</td></tr><tr><td  style=\"vertical-align:top\">4,000000</td><td  style=\"vertical-align:top\">10</td></tr><tr><td  style=\"vertical-align:top\">5,000000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">6,000000</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">7,000000</td><td  style=\"vertical-align:top\">4</td></tr><tr><td  style=\"vertical-align:top\">8,000000</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">9,000000</td><td  style=\"vertical-align:top\">10</td></tr><tr><td  style=\"vertical-align:top\">10,000000</td><td  style=\"vertical-align:top\">4</td></tr><tr><td  style=\"vertical-align:top\">11,000000</td><td  style=\"vertical-align:top\">4</td></tr><tr><td  style=\"vertical-align:top\">11,500000</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">12,000000</td><td  style=\"vertical-align:top\">3</td></tr></tbody></table>\n",
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       "            document.getElementById(\"static_df_-2030043097\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"age\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":99,\"ncol\":2},\"kotlin_dataframe\":[{\"age\":0.1667,\"count\":1},{\"age\":0.3333,\"count\":1},{\"age\":0.4167,\"count\":1},{\"age\":0.6667,\"count\":1},{\"age\":0.75,\"count\":3},{\"age\":0.8333,\"count\":3},{\"age\":0.9167,\"count\":2},{\"age\":1.0,\"count\":10},{\"age\":2.0,\"count\":12},{\"age\":3.0,\"count\":7},{\"age\":4.0,\"count\":10},{\"age\":5.0,\"count\":5},{\"age\":6.0,\"count\":6},{\"age\":7.0,\"count\":4},{\"age\":8.0,\"count\":6},{\"age\":9.0,\"count\":10},{\"age\":10.0,\"count\":4},{\"age\":11.0,\"count\":4},{\"age\":11.5,\"count\":1},{\"age\":12.0,\"count\":3}]}"
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 14
  },
  {
   "cell_type": "code",
   "source": [
    "// JetBrains color palette\n",
    "object JetBrainsColors {\n",
    "    val lightOrange = Color.hex(\"#ffb59e\")\n",
    "    val orange = Color.hex(\"#ff6632\")\n",
    "    val lightGrey = Color.hex(\"#a6a6a6\")\n",
    "    val darkGrey = Color.hex(\"#4c4c4c\")\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:41.854976Z",
     "start_time": "2025-03-07T11:37:41.831772Z"
    }
   },
   "outputs": [],
   "execution_count": 15
  },
  {
   "cell_type": "code",
   "source": [
    "byAge.plot { \n",
    "    points {\n",
    "        x(age)\n",
    "        y(count)\n",
    "        size = 5.0\n",
    "        color = JetBrainsColors.lightGrey\n",
    "    }\n",
    "    layout { \n",
    "        size = 850 to 500\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:42.173302Z",
     "start_time": "2025-03-07T11:37:41.913481Z"
    }
   },
   "outputs": [
    {
     "data": {
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          "sampling": "none",
          "position": "identity",
          "geom": "point"
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       },
       "apply_color_scheme": true,
       "swing_enabled": true
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     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "execution_count": 16
  },
  {
   "cell_type": "code",
   "source": [
    "val age = df.select { age }.dropNulls().sortBy { age }"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:42.247107Z",
     "start_time": "2025-03-07T11:37:42.180582Z"
    }
   },
   "outputs": [],
   "execution_count": 17
  },
  {
   "cell_type": "code",
   "source": [
    "age.plot {\n",
    "    histogram(x = age, binsOption = BinsOption.byWidth(5.0)) {\n",
    "        fillColor = JetBrainsColors.orange\n",
    "    }\n",
    "    layout { \n",
    "        size = 850 to 500\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:42.327265Z",
     "start_time": "2025-03-07T11:37:42.248849Z"
    }
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     "start_time": "2025-03-07T11:37:42.332660Z"
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    "df1.groupBy { age }.pivotCounts { survived }.sortBy { age }"
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       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,166700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,333300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,416700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,666700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,833300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,916700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11,500000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;12,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;1: Int&bsol;&quot;&gt;1&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;0: Int&bsol;&quot;&gt;0&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: DataRow&lt;*&gt;&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [1, 2], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 1&bsol;n0: 0&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 0&bsol;n0: 1&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 1&bsol;n0: 0&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 1&bsol;n0: 0&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 2&bsol;n0: 1&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 3&bsol;n0: 0&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 2&bsol;n0: 0&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 7&bsol;n0: 3&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 4&bsol;n0: 8&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 5&bsol;n0: 2&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 7&bsol;n0: 3&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 4&bsol;n0: 1&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 3&bsol;n0: 3&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 2&bsol;n0: 2&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 4&bsol;n0: 2&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 4&bsol;n0: 6&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 0&bsol;n0: 4&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 1&bsol;n0: 3&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 0&bsol;n0: 1&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 3&bsol;n0: 0&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
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      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"age\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ColumnGroup\"}],\"nrow\":99,\"ncol\":2},\"kotlin_dataframe\":[{\"age\":0.1667,\"survived\":{\"data\":{\"1\":1,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.3333,\"survived\":{\"data\":{\"1\":0,\"0\":1},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.4167,\"survived\":{\"data\":{\"1\":1,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.6667,\"survived\":{\"data\":{\"1\":1,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.75,\"survived\":{\"data\":{\"1\":2,\"0\":1},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.8333,\"survived\":{\"data\":{\"1\":3,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.9167,\"survived\":{\"data\":{\"1\":2,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":1.0,\"survived\":{\"data\":{\"1\":7,\"0\":3},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":2.0,\"survived\":{\"data\":{\"1\":4,\"0\":8},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":3.0,\"survived\":{\"data\":{\"1\":5,\"0\":2},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":4.0,\"survived\":{\"data\":{\"1\":7,\"0\":3},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":5.0,\"survived\":{\"data\":{\"1\":4,\"0\":1},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":6.0,\"survived\":{\"data\":{\"1\":3,\"0\":3},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":7.0,\"survived\":{\"data\":{\"1\":2,\"0\":2},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":8.0,\"survived\":{\"data\":{\"1\":4,\"0\":2},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":9.0,\"survived\":{\"data\":{\"1\":4,\"0\":6},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":10.0,\"survived\":{\"data\":{\"1\":0,\"0\":4},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":11.0,\"survived\":{\"data\":{\"1\":1,\"0\":3},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":11.5,\"survived\":{\"data\":{\"1\":0,\"0\":1},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":12.0,\"survived\":{\"data\":{\"1\":3,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}}]}"
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 19
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:42.534431Z",
     "start_time": "2025-03-07T11:37:42.396744Z"
    }
   },
   "source": [
    "val survivedByAge = df1\n",
    "    .select { survived and age }\n",
    "    .sortBy { age }\n",
    "    .convert { survived }.with { if (it == 1) \"Survived\" else \"Died\" }\n",
    "\n",
    "survivedByAge"
   ],
   "outputs": [
    {
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       "            if (result.length === depth) {\n",
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       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
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       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
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       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
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       "\n",
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       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
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       "            svg.appendChild(path)\n",
       "            return svg\n",
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       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
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       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
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       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
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       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
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       "], id: -2030043090, rootId: -2030043090, totalRows: 1309 } ) });\n",
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       "\n",
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       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043089\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,166700</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">0,333300</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,416700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,666700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,750000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,750000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">0,750000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,833300</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,833300</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,833300</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,916700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,916700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">1,000000</td></tr></tbody></table>\n",
       "        </body>\n",
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       "            document.getElementById(\"static_df_-2030043089\").style.display = \"none\";\n",
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      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":1309,\"ncol\":2},\"kotlin_dataframe\":[{\"survived\":\"Survived\",\"age\":0.1667},{\"survived\":\"Died\",\"age\":0.3333},{\"survived\":\"Survived\",\"age\":0.4167},{\"survived\":\"Survived\",\"age\":0.6667},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Died\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0}]}"
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 20
  },
  {
   "cell_type": "code",
   "source": [
    "survivedByAge.groupBy { survived }"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:42.591066Z",
     "start_time": "2025-03-07T11:37:42.560984Z"
    }
   },
   "outputs": [
    {
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       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; 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",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043086&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;GroupBy&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Survived&quot;,&quot;Died&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;group: DataFrame&lt;*&gt;&bsol;&quot;&gt;group&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [{ frameId: -2030043085, value: &quot;&lt;b&gt;DataFrame 500 x 2&lt;&sol;b&gt;&quot; },{ frameId: -2030043084, value: &quot;&lt;b&gt;DataFrame 809 x 2&lt;&sol;b&gt;&quot; }] }, \n",
       "], id: -2030043086, rootId: -2030043086, totalRows: 2 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,166700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,416700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,666700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043085, rootId: -2030043086, totalRows: 500 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,333300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043084, rootId: -2030043086, totalRows: 809 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043086) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_26() {\n",
       "                    let elem = document.getElementById(\"iframe_out_26\");\n",
       "                    resize_iframe_out_26(elem);\n",
       "                    setInterval(resize_iframe_out_26, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_26(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <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",
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       "            <table class=\"dataframe\" id=\"static_df_-2030043083\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">group</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\"><details><summary>DataFrame [500 x 2]</summary><table class=\"dataframe\" id=\"static_df_-2030043082\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,166700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,416700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,666700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,750000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,750000</td></tr></tbody></table><p>... showing only top 5 of 500 rows</p></details></td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\"><details><summary>DataFrame [809 x 2]</summary><table class=\"dataframe\" id=\"static_df_-2030043081\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">0,333300</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">0,750000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1,000000</td></tr></tbody></table><p>... showing only top 5 of 809 rows</p></details></td></tr></tbody></table>\n",
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     "execution_count": 21,
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   "execution_count": 21
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  {
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    "survivedByAge.groupBy { survived }.plot {\n",
    "    histogram(x = age, binsOption = BinsOption.byWidth(5.0)) {\n",
    "        fillColor(key.survived) {\n",
    "            scale = categorical(\n",
    "                \"Survived\" to JetBrainsColors.orange,\n",
    "                \"Died\" to JetBrainsColors.darkGrey,\n",
    "            )\n",
    "        }\n",
    "        alpha = 0.7\n",
    "        position = Position.dodge()\n",
    "    }\n",
    "    layout {\n",
    "        size = 850 to 500\n",
    "    }\n",
    "}"
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   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:42.781748Z",
     "start_time": "2025-03-07T11:37:42.613605Z"
    }
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        },
        "ggsize": {
         "width": 850.0,
         "height": 500.0
        },
        "kind": "plot",
        "scales": [
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          "aesthetic": "x",
          "name": "age",
          "limits": [
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          ]
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         {
          "aesthetic": "x",
          "limits": [
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         },
         {
          "aesthetic": "y",
          "limits": [
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          ]
         },
         {
          "aesthetic": "fill",
          "values": [
           "#ff6632",
           "#4c4c4c"
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          "limits": [
           "Survived",
           "Died"
          ]
         }
        ],
        "layers": [
         {
          "mapping": {
           "x": "x",
           "y": "count",
           "fill": "survived",
           "group": "&merged_groups"
          },
          "stat": "identity",
          "data": {
           "&merged_groups": [
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           "x": [
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           "count": [
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           ],
           "survived": [
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Died",
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            "Died",
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           ]
          },
          "sampling": "none",
          "alpha": 0.7,
          "position": "dodge",
          "geom": "bar"
         }
        ]
       },
       "apply_color_scheme": true,
       "swing_enabled": true
      }
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 22
  },
  {
   "cell_type": "code",
   "source": [
    "// Density plot\n",
    "survivedByAge.groupBy { survived }.plot {\n",
    "    densityPlot(x = age) {\n",
    "        fillColor = Color.GREY\n",
    "        alpha = 0.3\n",
    "        borderLine {\n",
    "            color(key.survived) {\n",
    "                scale = categorical(\n",
    "                    \"Survived\" to JetBrainsColors.orange,\n",
    "                    \"Died\" to JetBrainsColors.darkGrey,\n",
    "                )\n",
    "            }\n",
    "        }\n",
    "    }\n",
    "    layout {\n",
    "        size = 850 to 250\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:43.104643Z",
     "start_time": "2025-03-07T11:37:42.841686Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe src='about:blank' style='border:none !important;' width='850' height='250' srcdoc=\"&lt;html lang=&quot;en&quot;>\n",
       "   &lt;head>\n",
       "       &lt;meta charset=&quot;UTF-8&quot;>\n",
       "       &lt;style> html, body { margin: 0; overflow: hidden; } &lt;/style>\n",
       "       &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;library&quot; src=&quot;https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.3.3/js-package/distr/lets-plot.min.js&quot;>&lt;/script>\n",
       "   &lt;/head>\n",
       "   &lt;body>\n",
       "          &lt;div id=&quot;TflOtu&quot;>&lt;/div>\n",
       "   &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;plot&quot;>\n",
       "       var plotSpec={\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "},\n",
       "&quot;ggsize&quot;:{\n",
       "&quot;width&quot;:850.0,\n",
       "&quot;height&quot;:250.0\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;name&quot;:&quot;age&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;fill&quot;,\n",
       "&quot;discrete&quot;:true\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;color&quot;,\n",
       "&quot;values&quot;:[&quot;#ff6632&quot;,&quot;#4c4c4c&quot;],\n",
       "&quot;limits&quot;:[&quot;Survived&quot;,&quot;Died&quot;]\n",
       "}],\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;x&quot;,\n",
       "&quot;y&quot;:&quot;density&quot;,\n",
       "&quot;fill&quot;:&quot;survived&quot;,\n",
       "&quot;color&quot;:&quot;survived&quot;,\n",
       "&quot;group&quot;:&quot;&amp;merged_groups&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
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     },
     "execution_count": 23,
     "metadata": {},
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    }
   ],
   "execution_count": 23
  },
  {
   "cell_type": "code",
   "source": [
    "survivedByAge.groupBy { survived }"
   ],
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    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:43.168469Z",
     "start_time": "2025-03-07T11:37:43.139446Z"
    }
   },
   "outputs": [
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       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; 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 &gt; 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",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043072&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;GroupBy&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Survived&quot;,&quot;Died&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;group: DataFrame&lt;*&gt;&bsol;&quot;&gt;group&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [{ frameId: -2030043071, value: &quot;&lt;b&gt;DataFrame 500 x 2&lt;&sol;b&gt;&quot; },{ frameId: -2030043070, value: &quot;&lt;b&gt;DataFrame 809 x 2&lt;&sol;b&gt;&quot; }] }, \n",
       "], id: -2030043072, rootId: -2030043072, totalRows: 2 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,166700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,416700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,666700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043071, rootId: -2030043072, totalRows: 500 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,333300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043070, rootId: -2030043072, totalRows: 809 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043072) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_29() {\n",
       "                    let elem = document.getElementById(\"iframe_out_29\");\n",
       "                    resize_iframe_out_29(elem);\n",
       "                    setInterval(resize_iframe_out_29, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_29(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <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",
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       "            <table class=\"dataframe\" id=\"static_df_-2030043069\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">group</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\"><details><summary>DataFrame [500 x 2]</summary><table class=\"dataframe\" id=\"static_df_-2030043068\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,166700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,416700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,666700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,750000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0,750000</td></tr></tbody></table><p>... showing only top 5 of 500 rows</p></details></td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\"><details><summary>DataFrame [809 x 2]</summary><table class=\"dataframe\" id=\"static_df_-2030043067\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">0,333300</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">0,750000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1,000000</td></tr></tbody></table><p>... showing only top 5 of 809 rows</p></details></td></tr></tbody></table>\n",
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     "execution_count": 24,
     "metadata": {},
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   "execution_count": 24
  },
  {
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   "source": [
    "// A basic box plot\n",
    "survivedByAge.plot {\n",
    "    boxplot(x = survived, y = age) {\n",
    "        boxes {\n",
    "            fillColor(Stat.x) {\n",
    "                scale = categorical(\n",
    "                    \"Survived\" to JetBrainsColors.orange,\n",
    "                    \"Died\" to JetBrainsColors.darkGrey,\n",
    "                )\n",
    "            }\n",
    "        }\n",
    "    }\n",
    "    layout {\n",
    "        size = 500 to 400\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:43.268151Z",
     "start_time": "2025-03-07T11:37:43.171790Z"
    }
   },
   "outputs": [
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    "Seems like we have the same age distribution among survived and not survived passengers."
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    "# Categorical features with One Hot Encoding\n",
    "\n",
    "To prepare data for the ML algorithms, we should replace all String values in categorical features on numbers. There are a few ways of how to preprocess categorical features, and One Hot Encoding is one of them. We will use [`pivotMatches`](https://kotlin.github.io/dataframe/pivot.html#pivotmatches) operation to convert categorical columns into sets of nested `Boolean` columns per every unique value."
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     "start_time": "2025-03-07T11:37:43.293148Z"
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    "val pivoted = df1.pivotMatches { pclass and sex and embarked }\n",
    "pivoted.head()"
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       "    background-color: var(--background);\n",
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       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; 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 &gt; 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",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043060&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 14&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,9167&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;ticket: String&bsol;&quot;&gt;ticket&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;24160&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;211,3375&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;cabin: String&bsol;&quot;&gt;cabin&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;B5&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;boat: String?&bsol;&quot;&gt;boat&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2&quot;,&quot;11&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;body: Int?&bsol;&quot;&gt;body&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;homedest: String&bsol;&quot;&gt;homedest&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;St Louis, MO&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;1: Boolean&bsol;&quot;&gt;1&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;true&quot;,&quot;true&quot;,&quot;true&quot;,&quot;true&quot;,&quot;true&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;2: Boolean&bsol;&quot;&gt;2&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;3: Boolean&bsol;&quot;&gt;3&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;pclass: DataRow&lt;*&gt;&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [11, 12, 13], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;other: Boolean&bsol;&quot;&gt;other&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;true&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;male: Boolean&bsol;&quot;&gt;male&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;true&quot;,&quot;false&quot;,&quot;true&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;female: Boolean&bsol;&quot;&gt;female&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;true&quot;,&quot;false&quot;,&quot;true&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sex: DataRow&lt;*&gt;&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [15, 16, 17], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: true&bsol;nmale: false&bsol;nfemale: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female:...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: true&bsol;nfemale: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female:...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: false&bsol;nfemale: true&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: true&bsol;nfemale: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female:...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: false&bsol;nfemale: true&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;S: Boolean&bsol;&quot;&gt;S&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;true&quot;,&quot;false&quot;,&quot;true&quot;,&quot;true&quot;,&quot;true&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;AA: Boolean&bsol;&quot;&gt;AA&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;true&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;C: Boolean&bsol;&quot;&gt;C&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;Q: Boolean&bsol;&quot;&gt;Q&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
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       "            <table class=\"dataframe\" id=\"static_df_-2030043059\"><thead><tr><th  style=\"text-align:left\">survived</th><th  style=\"text-align:left\">name</th><th  style=\"text-align:left\">age</th><th  style=\"text-align:left\">sibsp</th><th  style=\"text-align:left\">parch</th><th  style=\"text-align:left\">ticket</th><th  style=\"text-align:left\">fare</th><th  style=\"text-align:left\">cabin</th><th  style=\"text-align:left\">boat</th><th  style=\"text-align:left\">body</th><th class=\"rightBorder\" style=\"text-align:left\">homedest</th><th class=\"leftBorder\" style=\"text-align:left\">pclass</th><th  style=\"text-align:left\"></th><th class=\"rightBorder\" style=\"text-align:left\"></th><th class=\"leftBorder\" style=\"text-align:left\">sex</th><th  style=\"text-align:left\"></th><th class=\"rightBorder\" style=\"text-align:left\"></th><th class=\"rightBorder leftBorder\" style=\"text-align:left\">embarked</th><th  style=\"text-align:left\"></th><th  style=\"text-align:left\"></th><th  style=\"text-align:left\"></th></tr><tr><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder leftBorder\" style=\"text-align:left\">1</th><th class=\"bottomBorder\" style=\"text-align:left\">2</th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\">3</th><th class=\"bottomBorder leftBorder\" style=\"text-align:left\">other</th><th class=\"bottomBorder\" style=\"text-align:left\">male</th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\">female</th><th class=\"bottomBorder rightBorder leftBorder\" style=\"text-align:left\">S</th><th class=\"bottomBorder\" style=\"text-align:left\">AA</th><th class=\"bottomBorder\" style=\"text-align:left\">C</th><th class=\"bottomBorder\" style=\"text-align:left\">Q</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">29,000000</td><td  style=\"vertical-align:top\">0,000000</td><td  style=\"vertical-align:top\">0,000000</td><td  style=\"vertical-align:top\">24160</td><td  style=\"vertical-align:top\">211,337500</td><td  style=\"vertical-align:top\">B5</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">null</td><td class=\"rightBorder\" style=\"vertical-align:top\">St Louis, MO</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">0,916700</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">null</td><td class=\"rightBorder\" style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">true</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td class=\"rightBorder\" style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">true</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">30,000000</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">135</td><td class=\"rightBorder\" style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">true</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">25,000000</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td class=\"rightBorder\" style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">true</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr></tbody></table>\n",
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      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"name\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"boat\",\"body\",\"homedest\",\"pclass\",\"sex\",\"embarked\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ColumnGroup\"},{\"kind\":\"ColumnGroup\"},{\"kind\":\"ColumnGroup\"}],\"nrow\":5,\"ncol\":14},\"kotlin_dataframe\":[{\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"age\":29.0,\"sibsp\":0.0,\"parch\":0.0,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":true,\"male\":false,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"age\":0.9167,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":false,\"male\":true,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":false,\"AA\":true,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"age\":2.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":false,\"male\":false,\"female\":true},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"age\":30.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":false,\"male\":true,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"age\":25.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":false,\"male\":false,\"female\":true},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}}]}"
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 26
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:43.697693Z",
     "start_time": "2025-03-07T11:37:43.564026Z"
    }
   },
   "source": [
    "val df2 = pivoted\n",
    "    // feature extraction\n",
    "    .select { cols(survived, pclass, sibsp, parch, age, fare, sex, embarked) }\n",
    "    .convert { valueCols() }.toDouble()\n",
    "\n",
    "df2.head()"
   ],
   "outputs": [
    {
     "data": {
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       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
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       "                        if (nextData.leftBd) cell.rightBd = true\n",
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       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
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       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
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       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;1: Boolean&bsol;&quot;&gt;1&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;true&quot;,&quot;true&quot;,&quot;true&quot;,&quot;true&quot;,&quot;true&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;2: Boolean&bsol;&quot;&gt;2&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;3: Boolean&bsol;&quot;&gt;3&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;pclass: DataRow&lt;*&gt;&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [1, 2, 3], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,9167&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;211,3375&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;other: Boolean&bsol;&quot;&gt;other&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;true&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;male: Boolean&bsol;&quot;&gt;male&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;true&quot;,&quot;false&quot;,&quot;true&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;female: Boolean&bsol;&quot;&gt;female&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;true&quot;,&quot;false&quot;,&quot;true&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sex: DataRow&lt;*&gt;&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [9, 10, 11], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: true&bsol;nmale: false&bsol;nfemale: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female:...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: true&bsol;nfemale: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female:...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: false&bsol;nfemale: true&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: true&bsol;nfemale: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female:...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: false&bsol;nfemale: true&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;S: Boolean&bsol;&quot;&gt;S&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;true&quot;,&quot;false&quot;,&quot;true&quot;,&quot;true&quot;,&quot;true&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;AA: Boolean&bsol;&quot;&gt;AA&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;true&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;C: Boolean&bsol;&quot;&gt;C&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;Q: Boolean&bsol;&quot;&gt;Q&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
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style=\"text-align:left\">2</th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\">3</th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder leftBorder\" style=\"text-align:left\">other</th><th class=\"bottomBorder\" style=\"text-align:left\">male</th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\">female</th><th class=\"bottomBorder rightBorder leftBorder\" style=\"text-align:left\">S</th><th class=\"bottomBorder\" style=\"text-align:left\">AA</th><th class=\"bottomBorder\" style=\"text-align:left\">C</th><th class=\"bottomBorder\" style=\"text-align:left\">Q</th></tr></thead><tbody><tr><td class=\"rightBorder\" style=\"vertical-align:top\">1,000000</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">0,000000</td><td  style=\"vertical-align:top\">0,000000</td><td  style=\"vertical-align:top\">29,000000</td><td class=\"rightBorder\" style=\"vertical-align:top\">211,337500</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">1,000000</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">0,916700</td><td class=\"rightBorder\" style=\"vertical-align:top\">151,550000</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">true</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0,000000</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">2,000000</td><td class=\"rightBorder\" style=\"vertical-align:top\">151,550000</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">true</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0,000000</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">30,000000</td><td class=\"rightBorder\" style=\"vertical-align:top\">151,550000</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">true</td><td 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style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr></tbody></table>\n",
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,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sibsp\":1.0,\"parch\":2.0,\"age\":25.0,\"fare\":151.55,\"sex\":{\"data\":{\"other\":false,\"male\":false,\"female\":true},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}}]}"
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 27
  },
  {
   "cell_type": "code",
   "source": [
    "df2.corr { survived and sibsp and parch and age and fare }.withItself()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:43.760715Z",
     "start_time": "2025-03-07T11:37:43.726913Z"
    }
   },
   "outputs": [
    {
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       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
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       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
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       "        funQueue.forEach(function (f) {\n",
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       "        funQueue = [];\n",
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       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,244208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,373587&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,190747&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,160224&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,373587&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,130872&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,221522&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,190747&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,130872&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,171521&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,244208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,160224&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,221522&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,171521&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043054, rootId: -2030043054, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043054) });\n",
       "\n",
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       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043053\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">-0,027825</td><td  style=\"vertical-align:top\">0,082660</td><td  style=\"vertical-align:top\">-0,050199</td><td  style=\"vertical-align:top\">0,244208</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">-0,027825</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">0,373587</td><td  style=\"vertical-align:top\">-0,190747</td><td  style=\"vertical-align:top\">0,160224</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">0,082660</td><td  style=\"vertical-align:top\">0,373587</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">-0,130872</td><td  style=\"vertical-align:top\">0,221522</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">-0,050199</td><td  style=\"vertical-align:top\">-0,190747</td><td  style=\"vertical-align:top\">-0,130872</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">0,171521</td></tr><tr><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">0,244208</td><td  style=\"vertical-align:top\">0,160224</td><td  style=\"vertical-align:top\">0,221522</td><td  style=\"vertical-align:top\">0,171521</td><td  style=\"vertical-align:top\">1,000000</td></tr></tbody></table>\n",
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      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"survived\",\"sibsp\",\"parch\",\"age\",\"fare\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":6},\"kotlin_dataframe\":[{\"column\":\"survived\",\"survived\":1.0,\"sibsp\":-0.02782511923058273,\"parch\":0.0826595703861011,\"age\":-0.050198983636982906,\"fare\":0.24420775279437662},{\"column\":\"sibsp\",\"survived\":-0.02782511923058273,\"sibsp\":1.0,\"parch\":0.3735871906264913,\"age\":-0.19074715633383899,\"fare\":0.16022419622116035},{\"column\":\"parch\",\"survived\":0.0826595703861011,\"sibsp\":0.3735871906264913,\"parch\":1.0,\"age\":-0.1308719630307398,\"fare\":0.2215218879995723},{\"column\":\"age\",\"survived\":-0.050198983636982906,\"sibsp\":-0.19074715633383899,\"parch\":-0.1308719630307398,\"age\":1.0,\"fare\":0.17152056539956614},{\"column\":\"fare\",\"survived\":0.24420775279437662,\"sibsp\":0.16022419622116035,\"parch\":0.2215218879995723,\"age\":0.17152056539956614,\"fare\":1.0}]}"
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 28
  },
  {
   "cell_type": "code",
   "source": [
    "val correlationTable = df2\n",
    "    .corr { survived and sibsp and parch and age and fare }.withItself()\n",
    "    .gather { allAfter(\"column\") }.into(\"row\", \"value\")\n",
    "correlationTable"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:43.925150Z",
     "start_time": "2025-03-07T11:37:43.801412Z"
    }
   },
   "outputs": [
    {
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       "    --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: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; 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 &gt; 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",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043052&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 25 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 25, columnsCount = 3&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;row: String&bsol;&quot;&gt;row&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;value: Double&bsol;&quot;&gt;value&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,244208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,373587&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,190747&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,160224&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,373587&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,130872&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,221522&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,190747&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,130872&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,171521&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043052, rootId: -2030043052, totalRows: 25 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043052) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_35() {\n",
       "                    let elem = document.getElementById(\"iframe_out_35\");\n",
       "                    resize_iframe_out_35(elem);\n",
       "                    setInterval(resize_iframe_out_35, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_35(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043051\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">row</th><th class=\"bottomBorder\" style=\"text-align:left\">value</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">-0,027825</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">0,082660</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">-0,050199</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">0,244208</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">-0,027825</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">0,373587</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">-0,190747</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">0,160224</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">0,082660</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">0,373587</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">-0,130872</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">0,221522</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">-0,050199</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">-0,190747</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">-0,130872</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">1,000000</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">0,171521</td></tr></tbody></table>\n",
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       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043051\").style.display = \"none\";\n",
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      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"row\",\"value\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":25,\"ncol\":3},\"kotlin_dataframe\":[{\"column\":\"survived\",\"row\":\"survived\",\"value\":1.0},{\"column\":\"survived\",\"row\":\"sibsp\",\"value\":-0.02782511923058273},{\"column\":\"survived\",\"row\":\"parch\",\"value\":0.0826595703861011},{\"column\":\"survived\",\"row\":\"age\",\"value\":-0.050198983636982906},{\"column\":\"survived\",\"row\":\"fare\",\"value\":0.24420775279437662},{\"column\":\"sibsp\",\"row\":\"survived\",\"value\":-0.02782511923058273},{\"column\":\"sibsp\",\"row\":\"sibsp\",\"value\":1.0},{\"column\":\"sibsp\",\"row\":\"parch\",\"value\":0.3735871906264913},{\"column\":\"sibsp\",\"row\":\"age\",\"value\":-0.19074715633383899},{\"column\":\"sibsp\",\"row\":\"fare\",\"value\":0.16022419622116035},{\"column\":\"parch\",\"row\":\"survived\",\"value\":0.0826595703861011},{\"column\":\"parch\",\"row\":\"sibsp\",\"value\":0.3735871906264913},{\"column\":\"parch\",\"row\":\"parch\",\"value\":1.0},{\"column\":\"parch\",\"row\":\"age\",\"value\":-0.1308719630307398},{\"column\":\"parch\",\"row\":\"fare\",\"value\":0.2215218879995723},{\"column\":\"age\",\"row\":\"survived\",\"value\":-0.050198983636982906},{\"column\":\"age\",\"row\":\"sibsp\",\"value\":-0.19074715633383899},{\"column\":\"age\",\"row\":\"parch\",\"value\":-0.1308719630307398},{\"column\":\"age\",\"row\":\"age\",\"value\":1.0},{\"column\":\"age\",\"row\":\"fare\",\"value\":0.17152056539956614}]}"
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 29
  },
  {
   "cell_type": "code",
   "source": [
    "fun scaleContinuousColorGradientN() = continuousColorGradientN(\n",
    "    gradientColors = listOf(\n",
    "        JetBrainsColors.orange,\n",
    "        JetBrainsColors.lightGrey,\n",
    "        JetBrainsColors.darkGrey,\n",
    "    ), \n",
    "    domainMin = -1.0, \n",
    "    domainMax = 1.0,\n",
    ")"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.004952Z",
     "start_time": "2025-03-07T11:37:43.978065Z"
    }
   },
   "outputs": [],
   "execution_count": 30
  },
  {
   "cell_type": "code",
   "source": [
    "correlationTable.plot {\n",
    "    tiles {\n",
    "        x(row) { axis.name = \"\" }\n",
    "        y(column) { axis.name = \"\" }\n",
    "        fillColor(value) { scale = scaleContinuousColorGradientN() }\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.076073Z",
     "start_time": "2025-03-07T11:37:44.011892Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "   &lt;head>\n",
       "       &lt;meta charset=&quot;UTF-8&quot;>\n",
       "       &lt;style> html, body { margin: 0; overflow: hidden; } &lt;/style>\n",
       "       &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;library&quot; src=&quot;https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.3.3/js-package/distr/lets-plot.min.js&quot;>&lt;/script>\n",
       "   &lt;/head>\n",
       "   &lt;body>\n",
       "          &lt;div id=&quot;2PeQD1&quot;>&lt;/div>\n",
       "   &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;plot&quot;>\n",
       "       var plotSpec={\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "&quot;column&quot;:[&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;fare&quot;,&quot;fare&quot;,&quot;fare&quot;,&quot;fare&quot;],\n",
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       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;discrete&quot;:true,\n",
       "&quot;name&quot;:&quot;&quot;\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;discrete&quot;:true,\n",
       "&quot;name&quot;:&quot;&quot;\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;fill&quot;,\n",
       "&quot;scale_mapper_kind&quot;:&quot;color_gradientn&quot;,\n",
       "&quot;limits&quot;:[-1.0,1.0],\n",
       "&quot;colors&quot;:[&quot;#ff6632&quot;,&quot;#a6a6a6&quot;,&quot;#4c4c4c&quot;]\n",
       "}],\n",
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          "aesthetic": "fill",
          "scale_mapper_kind": "color_gradientn",
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           "x": "row",
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          "position": "identity",
          "geom": "tile"
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       },
       "apply_color_scheme": true,
       "swing_enabled": true
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     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "execution_count": 31
  },
  {
   "cell_type": "code",
   "source": [
    "correlationTable.plot {\n",
    "    points {\n",
    "        size(value) {\n",
    "            legend {\n",
    "                breaks(emptyList())\n",
    "            }\n",
    "        }\n",
    "        symbol = Symbol.SQUARE\n",
    "        x(row) {\n",
    "            axis.name = \"\"\n",
    "        }\n",
    "        y(column) {\n",
    "            axis.name = \"\"\n",
    "        }\n",
    "        color(value) { scale = scaleContinuousColorGradientN() }\n",
    "    }\n",
    "    layout {\n",
    "        style {\n",
    "            panel.grid {\n",
    "                majorLine {\n",
    "                    blank = true\n",
    "                }\n",
    "            }\n",
    "        }\n",
    "        size = 500 to 350\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.189823Z",
     "start_time": "2025-03-07T11:37:44.099128Z"
    }
   },
   "outputs": [
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       "text {\n",
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         },
         {
          "aesthetic": "x",
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          "name": ""
         },
         {
          "aesthetic": "y",
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         {
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          "scale_mapper_kind": "color_gradientn",
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     },
     "execution_count": 32,
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   ],
   "execution_count": 32
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Creation of new features\n",
    "\n",
    "We suggest to combine both, **Sibsp** and **parch** features, into the new one feature with the name **FamilyNumber** as a simple sum of **sibsp** and **parch**."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.266586Z",
     "start_time": "2025-03-07T11:37:44.195630Z"
    }
   },
   "source": [
    "val familyDF = df1\n",
    "    .add(\"familyNumber\") { sibsp + parch }\n",
    "\n",
    "familyDF.head()"
   ],
   "outputs": [
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       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;pclass: Int&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sex: String&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;other&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;female&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,9167&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25,0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;ticket: String&bsol;&quot;&gt;ticket&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;24160&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;211,3375&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151,5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;cabin: String&bsol;&quot;&gt;cabin&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;B5&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;embarked: String&bsol;&quot;&gt;embarked&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;S&quot;,&quot;AA&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;boat: String?&bsol;&quot;&gt;boat&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2&quot;,&quot;11&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;body: Int?&bsol;&quot;&gt;body&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;homedest: String&bsol;&quot;&gt;homedest&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;St Louis, MO&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;familyNumber: Double&bsol;&quot;&gt;familyNumber&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3,0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043044, rootId: -2030043044, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043044) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_39() {\n",
       "                    let elem = document.getElementById(\"iframe_out_39\");\n",
       "                    resize_iframe_out_39(elem);\n",
       "                    setInterval(resize_iframe_out_39, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_39(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043043\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">ticket</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th><th class=\"bottomBorder\" style=\"text-align:left\">cabin</th><th class=\"bottomBorder\" style=\"text-align:left\">embarked</th><th class=\"bottomBorder\" style=\"text-align:left\">boat</th><th class=\"bottomBorder\" style=\"text-align:left\">body</th><th class=\"bottomBorder\" style=\"text-align:left\">homedest</th><th class=\"bottomBorder\" style=\"text-align:left\">familyNumber</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">other</td><td  style=\"vertical-align:top\">29,000000</td><td  style=\"vertical-align:top\">0,000000</td><td  style=\"vertical-align:top\">0,000000</td><td  style=\"vertical-align:top\">24160</td><td  style=\"vertical-align:top\">211,337500</td><td  style=\"vertical-align:top\">B5</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">St Louis, MO</td><td  style=\"vertical-align:top\">0,000000</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">0,916700</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">AA</td><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td  style=\"vertical-align:top\">3,000000</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td  style=\"vertical-align:top\">3,000000</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">30,000000</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">135</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td  style=\"vertical-align:top\">3,000000</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">25,000000</td><td  style=\"vertical-align:top\">1,000000</td><td  style=\"vertical-align:top\">2,000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151,550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td  style=\"vertical-align:top\">3,000000</td></tr></tbody></table>\n",
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      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\",\"name\",\"sex\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"embarked\",\"boat\",\"body\",\"homedest\",\"familyNumber\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":15},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"sex\":\"other\",\"age\":29.0,\"sibsp\":0.0,\"parch\":0.0,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"embarked\":\"S\",\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\",\"familyNumber\":0.0},{\"pclass\":1,\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"sex\":\"male\",\"age\":0.9167,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"AA\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"familyNumber\":3.0},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"sex\":\"female\",\"age\":2.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"familyNumber\":3.0},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"sex\":\"male\",\"age\":30.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"familyNumber\":3.0},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"sex\":\"female\",\"age\":25.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"familyNumber\":3.0}]}"
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 33
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.296497Z",
     "start_time": "2025-03-07T11:37:44.269359Z"
    }
   },
   "source": [
    "familyDF.corr { familyNumber }.with { survived }"
   ],
   "outputs": [
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       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;familyNumber&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,026876&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043042, rootId: -2030043042, totalRows: 1 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043042) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_40() {\n",
       "                    let elem = document.getElementById(\"iframe_out_40\");\n",
       "                    resize_iframe_out_40(elem);\n",
       "                    setInterval(resize_iframe_out_40, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_40(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043041\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">familyNumber</td><td  style=\"vertical-align:top\">0,026876</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043041\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":1,\"ncol\":2},\"kotlin_dataframe\":[{\"column\":\"familyNumber\",\"survived\":0.02687643412533192}]}"
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 34
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.349232Z",
     "start_time": "2025-03-07T11:37:44.319272Z"
    }
   },
   "source": [
    "familyDF.corr { familyNumber }.with { age }"
   ],
   "outputs": [
    {
     "data": {
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       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
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       "    --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",
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       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
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       "    --text-color-medium: #b2b2b2;\n",
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       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;familyNumber&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,196996&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043038, rootId: -2030043038, totalRows: 1 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043038) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_42() {\n",
       "                    let elem = document.getElementById(\"iframe_out_42\");\n",
       "                    resize_iframe_out_42(elem);\n",
       "                    setInterval(resize_iframe_out_42, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_42(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043037\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">familyNumber</td><td  style=\"vertical-align:top\">-0,196996</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043037\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":1,\"ncol\":2},\"kotlin_dataframe\":[{\"column\":\"familyNumber\",\"age\":-0.19699624168458799}]}"
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 35
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Looks like the new feature has no influence on the **survived** column, but it has a strong negative correlation with **age**. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Titles\n",
    "Let's try to extract something from the names. A lot of string in the name column contains special titles, like Done, Mr, Mrs and so on."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.466837Z",
     "start_time": "2025-03-07T11:37:44.353065Z"
    }
   },
   "source": [
    "val titledDF = df\n",
    "    .select { survived and name }\n",
    "    .add(\"title\") {\n",
    "        name.split(\".\")[0].split(\",\")[1].trim()\n",
    "    }\n",
    "titledDF.head(100)"
   ],
   "outputs": [
    {
     "data": {
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       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
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       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
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       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
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       "\n",
       "p.dataframe_description {\n",
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       "table.dataframe th, td {\n",
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       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; 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 &gt; 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",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043036&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 100 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 100, columnsCount = 3&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Anderson, Mr. Harry&quot;,&quot;Andrews, Miss. Kornelia Theodosia&quot;,&quot;Andrews, Mr. Thomas Jr&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Appleton, Mrs. Edward Dale (Charlotte Lamson)&bsol;&quot;&gt;Appleton, Mrs. Edward Dale (Charlotte&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Artagaveytia, Mr. Ramon&quot;,&quot;Astor, Col. John Jacob&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Astor, Mrs. John Jacob (Madeleine Talmadge Force)&bsol;&quot;&gt;Astor, Mrs. John Jacob (Madeleine Tal&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Aubart, Mme. Leontine Pauline&quot;,&quot;Barber, Miss. Ellen &amp;#34;Nellie&amp;#34;&quot;,&quot;Barkworth, Mr. Algernon Henry Wilson&quot;,&quot;Baumann, Mr. John D&quot;,&quot;Baxter, Mr. Quigg Edmond&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Baxter, Mrs. James (Helene DeLaudeniere Chaput)&bsol;&quot;&gt;Baxter, Mrs. James (Helene DeLaudenie&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Bazzani, Miss. Albina&quot;,&quot;Beattie, Mr. Thomson&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;title: String&bsol;&quot;&gt;title&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Miss&quot;,&quot;Master&quot;,&quot;Miss&quot;,&quot;Mr&quot;,&quot;Mrs&quot;,&quot;Mr&quot;,&quot;Miss&quot;,&quot;Mr&quot;,&quot;Mrs&quot;,&quot;Mr&quot;,&quot;Col&quot;,&quot;Mrs&quot;,&quot;Mme&quot;,&quot;Miss&quot;,&quot;Mr&quot;,&quot;Mr&quot;,&quot;Mr&quot;,&quot;Mrs&quot;,&quot;Miss&quot;,&quot;Mr&quot;] }, \n",
       "], id: -2030043036, rootId: -2030043036, totalRows: 100 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043036) });\n",
       "\n",
       "\n",
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       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
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       "\n",
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       "\n",
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       "            <table class=\"dataframe\" id=\"static_df_-2030043035\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">title</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">Miss</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">Master</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">Miss</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">Mrs</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Anderson, Mr. Harry</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Andrews, Miss. Kornelia Theodosia</td><td  style=\"vertical-align:top\">Miss</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Andrews, Mr. Thomas Jr</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Appleton, Mrs. Edward Dale (Charlotte<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">Mrs</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Artagaveytia, Mr. Ramon</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Astor, Col. John Jacob</td><td  style=\"vertical-align:top\">Col</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Astor, Mrs. John Jacob (Madeleine Tal<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">Mrs</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Aubart, Mme. Leontine Pauline</td><td  style=\"vertical-align:top\">Mme</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Barber, Miss. Ellen &#34;Nellie&#34;</td><td  style=\"vertical-align:top\">Miss</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Barkworth, Mr. Algernon Henry Wilson</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Baumann, Mr. John D</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Baxter, Mr. Quigg Edmond</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Baxter, Mrs. James (Helene DeLaudenie<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">Mrs</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Bazzani, Miss. Albina</td><td  style=\"vertical-align:top\">Miss</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Beattie, Mr. Thomson</td><td  style=\"vertical-align:top\">Mr</td></tr></tbody></table>\n",
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       "        <script>\n",
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      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"name\",\"title\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":100,\"ncol\":3},\"kotlin_dataframe\":[{\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"title\":\"Miss\"},{\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"title\":\"Master\"},{\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"title\":\"Miss\"},{\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"title\":\"Mr\"},{\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"title\":\"Mrs\"},{\"survived\":1,\"name\":\"Anderson, Mr. Harry\",\"title\":\"Mr\"},{\"survived\":1,\"name\":\"Andrews, Miss. Kornelia Theodosia\",\"title\":\"Miss\"},{\"survived\":0,\"name\":\"Andrews, Mr. Thomas Jr\",\"title\":\"Mr\"},{\"survived\":1,\"name\":\"Appleton, Mrs. Edward Dale (Charlotte Lamson)\",\"title\":\"Mrs\"},{\"survived\":0,\"name\":\"Artagaveytia, Mr. Ramon\",\"title\":\"Mr\"},{\"survived\":0,\"name\":\"Astor, Col. John Jacob\",\"title\":\"Col\"},{\"survived\":1,\"name\":\"Astor, Mrs. John Jacob (Madeleine Talmadge Force)\",\"title\":\"Mrs\"},{\"survived\":1,\"name\":\"Aubart, Mme. Leontine Pauline\",\"title\":\"Mme\"},{\"survived\":1,\"name\":\"Barber, Miss. Ellen \\\"Nellie\\\"\",\"title\":\"Miss\"},{\"survived\":1,\"name\":\"Barkworth, Mr. Algernon Henry Wilson\",\"title\":\"Mr\"},{\"survived\":0,\"name\":\"Baumann, Mr. John D\",\"title\":\"Mr\"},{\"survived\":0,\"name\":\"Baxter, Mr. Quigg Edmond\",\"title\":\"Mr\"},{\"survived\":1,\"name\":\"Baxter, Mrs. James (Helene DeLaudeniere Chaput)\",\"title\":\"Mrs\"},{\"survived\":1,\"name\":\"Bazzani, Miss. Albina\",\"title\":\"Miss\"},{\"survived\":0,\"name\":\"Beattie, Mr. Thomson\",\"title\":\"Mr\"}]}"
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 36
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.531543Z",
     "start_time": "2025-03-07T11:37:44.510008Z"
    }
   },
   "source": [
    "titledDF.valueCounts { title }"
   ],
   "outputs": [
    {
     "data": {
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       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; 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 &gt; 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",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043030&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 18, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;title: String&bsol;&quot;&gt;title&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Mr&quot;,&quot;Miss&quot;,&quot;Mrs&quot;,&quot;Master&quot;,&quot;Dr&quot;,&quot;Rev&quot;,&quot;Col&quot;,&quot;Major&quot;,&quot;Mlle&quot;,&quot;Ms&quot;,&quot;Mme&quot;,&quot;Capt&quot;,&quot;Lady&quot;,&quot;Sir&quot;,&quot;Dona&quot;,&quot;Jonkheer&quot;,&quot;the Countess&quot;,&quot;Don&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;757&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;260&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;197&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;61&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043030, rootId: -2030043030, totalRows: 18 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043030) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_46() {\n",
       "                    let elem = document.getElementById(\"iframe_out_46\");\n",
       "                    resize_iframe_out_46(elem);\n",
       "                    setInterval(resize_iframe_out_46, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_46(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <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",
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       "            <table class=\"dataframe\" id=\"static_df_-2030043029\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Mr</td><td  style=\"vertical-align:top\">757</td></tr><tr><td  style=\"vertical-align:top\">Miss</td><td  style=\"vertical-align:top\">260</td></tr><tr><td  style=\"vertical-align:top\">Mrs</td><td  style=\"vertical-align:top\">197</td></tr><tr><td  style=\"vertical-align:top\">Master</td><td  style=\"vertical-align:top\">61</td></tr><tr><td  style=\"vertical-align:top\">Dr</td><td  style=\"vertical-align:top\">8</td></tr><tr><td  style=\"vertical-align:top\">Rev</td><td  style=\"vertical-align:top\">8</td></tr><tr><td  style=\"vertical-align:top\">Col</td><td  style=\"vertical-align:top\">4</td></tr><tr><td  style=\"vertical-align:top\">Major</td><td  style=\"vertical-align:top\">2</td></tr><tr><td  style=\"vertical-align:top\">Mlle</td><td  style=\"vertical-align:top\">2</td></tr><tr><td  style=\"vertical-align:top\">Ms</td><td  style=\"vertical-align:top\">2</td></tr><tr><td  style=\"vertical-align:top\">Mme</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">Capt</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">Lady</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">Sir</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">Dona</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">Jonkheer</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">the Countess</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">Don</td><td  style=\"vertical-align:top\">1</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043029\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":18,\"ncol\":2},\"kotlin_dataframe\":[{\"title\":\"Mr\",\"count\":757},{\"title\":\"Miss\",\"count\":260},{\"title\":\"Mrs\",\"count\":197},{\"title\":\"Master\",\"count\":61},{\"title\":\"Dr\",\"count\":8},{\"title\":\"Rev\",\"count\":8},{\"title\":\"Col\",\"count\":4},{\"title\":\"Major\",\"count\":2},{\"title\":\"Mlle\",\"count\":2},{\"title\":\"Ms\",\"count\":2},{\"title\":\"Mme\",\"count\":1},{\"title\":\"Capt\",\"count\":1},{\"title\":\"Lady\",\"count\":1},{\"title\":\"Sir\",\"count\":1},{\"title\":\"Dona\",\"count\":1},{\"title\":\"Jonkheer\",\"count\":1},{\"title\":\"the Countess\",\"count\":1},{\"title\":\"Don\",\"count\":1}]}"
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 37
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "New **Title** column contains some rare titles and some titles with typos. Let's clean the data and merge rare titles into one category."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.609763Z",
     "start_time": "2025-03-07T11:37:44.551639Z"
    }
   },
   "source": [
    "val rareTitles = listOf(\n",
    "    \"Dona\", \"Lady\", \"the Countess\", \"Capt\", \"Col\", \"Don\",\n",
    "    \"Dr\", \"Major\", \"Rev\", \"Sir\", \"Jonkheer\",\n",
    ")\n",
    "\n",
    "val cleanedTitledDF = titledDF.update { title }.with {\n",
    "    when {\n",
    "        it == \"Mlle\" -> \"Miss\"\n",
    "        it == \"Ms\" -> \"Miss\"\n",
    "        it == \"Mme\" -> \"Mrs\"\n",
    "        it in rareTitles -> \"Rare Title\"\n",
    "        else -> it\n",
    "    }\n",
    "}"
   ],
   "outputs": [],
   "execution_count": 38
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.679927Z",
     "start_time": "2025-03-07T11:37:44.659290Z"
    }
   },
   "source": [
    "cleanedTitledDF.valueCounts { title }"
   ],
   "outputs": [
    {
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       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;title: String&bsol;&quot;&gt;title&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Mr&quot;,&quot;Miss&quot;,&quot;Mrs&quot;,&quot;Master&quot;,&quot;Rare Title&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;757&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;264&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;198&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;61&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043024, rootId: -2030043024, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043024) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_49() {\n",
       "                    let elem = document.getElementById(\"iframe_out_49\");\n",
       "                    resize_iframe_out_49(elem);\n",
       "                    setInterval(resize_iframe_out_49, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_49(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043023\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Mr</td><td  style=\"vertical-align:top\">757</td></tr><tr><td  style=\"vertical-align:top\">Miss</td><td  style=\"vertical-align:top\">264</td></tr><tr><td  style=\"vertical-align:top\">Mrs</td><td  style=\"vertical-align:top\">198</td></tr><tr><td  style=\"vertical-align:top\">Master</td><td  style=\"vertical-align:top\">61</td></tr><tr><td  style=\"vertical-align:top\">Rare Title</td><td  style=\"vertical-align:top\">29</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043023\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":5,\"ncol\":2},\"kotlin_dataframe\":[{\"title\":\"Mr\",\"count\":757},{\"title\":\"Miss\",\"count\":264},{\"title\":\"Mrs\",\"count\":198},{\"title\":\"Master\",\"count\":61},{\"title\":\"Rare Title\",\"count\":29}]}"
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 39
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now it looks awesome and we have only 5 different titles and could see how it correlates with survival."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.789035Z",
     "start_time": "2025-03-07T11:37:44.682431Z"
    }
   },
   "source": [
    "val correlations = cleanedTitledDF\n",
    "    .pivotMatches { title }\n",
    "    .corr { title }.with { survived }\n",
    "correlations"
   ],
   "outputs": [
    {
     "data": {
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       "            <iframe onload=\"o_resize_iframe_out_50()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_50\" frameBorder=\"0\" srcdoc=\"        &lt;html&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
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       "    --link-color-pale: #296eaa;\n",
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       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .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",
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       "\n",
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       "\n",
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       "    background-color: var(--background);\n",
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       "\n",
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       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
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       "    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",
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       "\n",
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       "    text-align: right;\n",
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       "\n",
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       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
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       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
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       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
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       "    color: var(--text-color-pale);\n",
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       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
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       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
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       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043022&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;title: String&bsol;&quot;&gt;title&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Miss&quot;,&quot;Master&quot;,&quot;Mr&quot;,&quot;Mrs&quot;,&quot;Rare Title&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,306069&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,057318&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,528775&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,352536&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,000915&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043022, rootId: -2030043022, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043022) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_50() {\n",
       "                    let elem = document.getElementById(\"iframe_out_50\");\n",
       "                    resize_iframe_out_50(elem);\n",
       "                    setInterval(resize_iframe_out_50, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_50(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043021\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Miss</td><td  style=\"vertical-align:top\">0,306069</td></tr><tr><td  style=\"vertical-align:top\">Master</td><td  style=\"vertical-align:top\">0,057318</td></tr><tr><td  style=\"vertical-align:top\">Mr</td><td  style=\"vertical-align:top\">-0,528775</td></tr><tr><td  style=\"vertical-align:top\">Mrs</td><td  style=\"vertical-align:top\">0,352536</td></tr><tr><td  style=\"vertical-align:top\">Rare Title</td><td  style=\"vertical-align:top\">-0,000915</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043021\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":2},\"kotlin_dataframe\":[{\"title\":\"Miss\",\"survived\":0.30606871573905226},{\"title\":\"Master\",\"survived\":0.0573179698378937},{\"title\":\"Mr\",\"survived\":-0.5287747518050332},{\"title\":\"Mrs\",\"survived\":0.3525356336629826},{\"title\":\"Rare Title\",\"survived\":-9.149409567074339E-4}]}"
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 40
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.850140Z",
     "start_time": "2025-03-07T11:37:44.813191Z"
    }
   },
   "source": [
    "correlations\n",
    "    .update { title }.with { it.substringAfter('_') }\n",
    "    .filter { title != \"survived\" }"
   ],
   "outputs": [
    {
     "data": {
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       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\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=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .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",
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       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, 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",
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       "\n",
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       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
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       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
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       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; 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 &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
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       "\n",
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       "    color: var(--link-hover);\n",
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       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
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       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
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       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
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       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
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       "\n",
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       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
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       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043018&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
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       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
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       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
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       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;title: String&bsol;&quot;&gt;title&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Miss&quot;,&quot;Master&quot;,&quot;Mr&quot;,&quot;Mrs&quot;,&quot;Rare Title&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,306069&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,057318&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,528775&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,352536&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,000915&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043018, rootId: -2030043018, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043018) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
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       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
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       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
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       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
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       "\n",
       "p.dataframe_description {\n",
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       "\n",
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       "    color: var(--link-color-pale);\n",
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       "\n",
       "table.dataframe a:hover {\n",
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       "\n",
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       "}\n",
       "\n",
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       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
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       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
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       "\n",
       "table.dataframe .structural {\n",
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       "\n",
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       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043017\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Miss</td><td  style=\"vertical-align:top\">0,306069</td></tr><tr><td  style=\"vertical-align:top\">Master</td><td  style=\"vertical-align:top\">0,057318</td></tr><tr><td  style=\"vertical-align:top\">Mr</td><td  style=\"vertical-align:top\">-0,528775</td></tr><tr><td  style=\"vertical-align:top\">Mrs</td><td  style=\"vertical-align:top\">0,352536</td></tr><tr><td  style=\"vertical-align:top\">Rare Title</td><td  style=\"vertical-align:top\">-0,000915</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043017\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":2},\"kotlin_dataframe\":[{\"title\":\"Miss\",\"survived\":0.30606871573905226},{\"title\":\"Master\",\"survived\":0.0573179698378937},{\"title\":\"Mr\",\"survived\":-0.5287747518050332},{\"title\":\"Mrs\",\"survived\":0.3525356336629826},{\"title\":\"Rare Title\",\"survived\":-9.149409567074339E-4}]}"
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 41
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The women with title **Miss** and **Mrs** have the same chances to survive, but not the same for the men. If you have a title **Mr**, your deals are bad on the Titanic.\n",
    "\n",
    "**Rare title** is really rare and doesn't play a big role."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:44.937388Z",
     "start_time": "2025-03-07T11:37:44.854389Z"
    }
   },
   "source": [
    "val groupedCleanedTitledDF = cleanedTitledDF\n",
    "    .valueCounts { title and survived }\n",
    "    .sortBy { title and survived }\n",
    "groupedCleanedTitledDF"
   ],
   "outputs": [
    {
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       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;title: String&bsol;&quot;&gt;title&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Master&quot;,&quot;Master&quot;,&quot;Miss&quot;,&quot;Miss&quot;,&quot;Mr&quot;,&quot;Mr&quot;,&quot;Mrs&quot;,&quot;Mrs&quot;,&quot;Rare Title&quot;,&quot;Rare Title&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;31&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;85&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;179&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;634&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;123&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;42&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;156&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;18&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043016, rootId: -2030043016, totalRows: 10 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043016) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_53() {\n",
       "                    let elem = document.getElementById(\"iframe_out_53\");\n",
       "                    resize_iframe_out_53(elem);\n",
       "                    setInterval(resize_iframe_out_53, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_53(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043015\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Master</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">30</td></tr><tr><td  style=\"vertical-align:top\">Master</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">31</td></tr><tr><td  style=\"vertical-align:top\">Miss</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">85</td></tr><tr><td  style=\"vertical-align:top\">Miss</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">179</td></tr><tr><td  style=\"vertical-align:top\">Mr</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">634</td></tr><tr><td  style=\"vertical-align:top\">Mr</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">123</td></tr><tr><td  style=\"vertical-align:top\">Mrs</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">42</td></tr><tr><td  style=\"vertical-align:top\">Mrs</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">156</td></tr><tr><td  style=\"vertical-align:top\">Rare Title</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">18</td></tr><tr><td  style=\"vertical-align:top\">Rare Title</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">11</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043015\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"survived\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":10,\"ncol\":3},\"kotlin_dataframe\":[{\"title\":\"Master\",\"survived\":0,\"count\":30},{\"title\":\"Master\",\"survived\":1,\"count\":31},{\"title\":\"Miss\",\"survived\":0,\"count\":85},{\"title\":\"Miss\",\"survived\":1,\"count\":179},{\"title\":\"Mr\",\"survived\":0,\"count\":634},{\"title\":\"Mr\",\"survived\":1,\"count\":123},{\"title\":\"Mrs\",\"survived\":0,\"count\":42},{\"title\":\"Mrs\",\"survived\":1,\"count\":156},{\"title\":\"Rare Title\",\"survived\":0,\"count\":18},{\"title\":\"Rare Title\",\"survived\":1,\"count\":11}]}"
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 42
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Surname's analysis\n",
    "It's very interesting to dig deeper into families, home destinations, and we could do start this analysis from surnames which could be easily extracted from **Name** feature."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:45.062096Z",
     "start_time": "2025-03-07T11:37:44.980595Z"
    }
   },
   "source": [
    "val surnameDF = df1\n",
    "    .select { survived and name }\n",
    "    .add(\"surname\") {\n",
    "        name.split(\".\")[0].split(\",\")[0].trim()\n",
    "    }\n",
    "surnameDF.head()"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_56()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_56\" frameBorder=\"0\" srcdoc=\"        &lt;html&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\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=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .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: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; 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 &gt; 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",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043010&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 3&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;surname: String&bsol;&quot;&gt;surname&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen&quot;,&quot;Allison&quot;,&quot;Allison&quot;,&quot;Allison&quot;,&quot;Allison&quot;] }, \n",
       "], id: -2030043010, rootId: -2030043010, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043010) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_56() {\n",
       "                    let elem = document.getElementById(\"iframe_out_56\");\n",
       "                    resize_iframe_out_56(elem);\n",
       "                    setInterval(resize_iframe_out_56, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_56(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043009\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">surname</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">Allen</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">Allison</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">Allison</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">Allison</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">Allison</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043009\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"name\",\"surname\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":5,\"ncol\":3},\"kotlin_dataframe\":[{\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"surname\":\"Allen\"},{\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"surname\":\"Allison\"},{\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"surname\":\"Allison\"},{\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"surname\":\"Allison\"},{\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"surname\":\"Allison\"}]}"
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 43
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:45.089415Z",
     "start_time": "2025-03-07T11:37:45.066345Z"
    }
   },
   "source": [
    "surnameDF.valueCounts { surname }"
   ],
   "outputs": [
    {
     "data": {
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       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
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       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
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       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
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       "\n",
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       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
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       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
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       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
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       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;surname: String&bsol;&quot;&gt;surname&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Andersson&quot;,&quot;Sage&quot;,&quot;Asplund&quot;,&quot;Goodwin&quot;,&quot;Davies&quot;,&quot;Brown&quot;,&quot;Carter&quot;,&quot;Fortune&quot;,&quot;Smith&quot;,&quot;Ford&quot;,&quot;Johnson&quot;,&quot;Panula&quot;,&quot;Rice&quot;,&quot;Skoog&quot;,&quot;Ryerson&quot;,&quot;Williams&quot;,&quot;Kelly&quot;,&quot;Lefebre&quot;,&quot;Palsson&quot;,&quot;Thomas&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043008, rootId: -2030043008, totalRows: 875 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043008) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_57() {\n",
       "                    let elem = document.getElementById(\"iframe_out_57\");\n",
       "                    resize_iframe_out_57(elem);\n",
       "                    setInterval(resize_iframe_out_57, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_57(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043007\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">surname</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Andersson</td><td  style=\"vertical-align:top\">11</td></tr><tr><td  style=\"vertical-align:top\">Sage</td><td  style=\"vertical-align:top\">11</td></tr><tr><td  style=\"vertical-align:top\">Asplund</td><td  style=\"vertical-align:top\">8</td></tr><tr><td  style=\"vertical-align:top\">Goodwin</td><td  style=\"vertical-align:top\">8</td></tr><tr><td  style=\"vertical-align:top\">Davies</td><td  style=\"vertical-align:top\">7</td></tr><tr><td  style=\"vertical-align:top\">Brown</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Carter</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Fortune</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Smith</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Ford</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Johnson</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Panula</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Rice</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Skoog</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Ryerson</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">Williams</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">Kelly</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">Lefebre</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">Palsson</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">Thomas</td><td  style=\"vertical-align:top\">5</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043007\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"surname\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":875,\"ncol\":2},\"kotlin_dataframe\":[{\"surname\":\"Andersson\",\"count\":11},{\"surname\":\"Sage\",\"count\":11},{\"surname\":\"Asplund\",\"count\":8},{\"surname\":\"Goodwin\",\"count\":8},{\"surname\":\"Davies\",\"count\":7},{\"surname\":\"Brown\",\"count\":6},{\"surname\":\"Carter\",\"count\":6},{\"surname\":\"Fortune\",\"count\":6},{\"surname\":\"Smith\",\"count\":6},{\"surname\":\"Ford\",\"count\":6},{\"surname\":\"Johnson\",\"count\":6},{\"surname\":\"Panula\",\"count\":6},{\"surname\":\"Rice\",\"count\":6},{\"surname\":\"Skoog\",\"count\":6},{\"surname\":\"Ryerson\",\"count\":5},{\"surname\":\"Williams\",\"count\":5},{\"surname\":\"Kelly\",\"count\":5},{\"surname\":\"Lefebre\",\"count\":5},{\"surname\":\"Palsson\",\"count\":5},{\"surname\":\"Thomas\",\"count\":5}]}"
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 44
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:45.151864Z",
     "start_time": "2025-03-07T11:37:45.135207Z"
    }
   },
   "source": [
    "surnameDF.surname.countDistinct()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "875"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 45
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-07T11:37:45.306804Z",
     "start_time": "2025-03-07T11:37:45.155734Z"
    }
   },
   "source": [
    "val firstSymbol by column<String>()\n",
    "\n",
    "df1\n",
    "    .add(firstSymbol) {\n",
    "        name.split(\".\")[0].split(\",\")[0].trim().first().toString()\n",
    "    }\n",
    "    .pivotMatches(firstSymbol)\n",
    "    .corr { firstSymbol }.with { survived }\n"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_60()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_60\" frameBorder=\"0\" srcdoc=\"        &lt;html&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\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=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .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: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; 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 &gt; 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",
       "&sol;* formatting *&sol;\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",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-2030043002&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 27 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 27, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;firstSymbol: String&bsol;&quot;&gt;firstSymbol&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;A&quot;,&quot;B&quot;,&quot;C&quot;,&quot;D&quot;,&quot;E&quot;,&quot;F&quot;,&quot;G&quot;,&quot;H&quot;,&quot;I&quot;,&quot;J&quot;,&quot;K&quot;,&quot;L&quot;,&quot;M&quot;,&quot;N&quot;,&quot;O&quot;,&quot;P&quot;,&quot;R&quot;,&quot;S&quot;,&quot;T&quot;,&quot;U&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,017914&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,050554&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,009037&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,051711&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,034629&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,000400&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,044483&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,042187&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,008329&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,026790&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,014219&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,021071&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,019041&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,028698&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,000128&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,058996&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,021941&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,020043&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0,052264&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0,021737&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -2030043002, rootId: -2030043002, totalRows: 27 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-2030043002) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
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       "                :root {\n",
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       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
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       "    --text-color: #b3b3b3;\n",
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       "    --inner-border-color: #707070;\n",
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       "    --link-color: #008dc0;\n",
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       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
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       "    color: var(--text-color-dark);\n",
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       "\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",
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       "    border-left-color: var(--inner-border-color);\n",
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       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
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       "    text-align: right;\n",
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       "\n",
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       "    width: 8px;\n",
       "    height: 8px;\n",
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       "table.dataframe .expander {\n",
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       "\n",
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       "\n",
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       "    color: var(--text-color-pale);\n",
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       "\n",
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       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-2030043001\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">firstSymbol</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">A</td><td  style=\"vertical-align:top\">-0,017914</td></tr><tr><td  style=\"vertical-align:top\">B</td><td  style=\"vertical-align:top\">0,050554</td></tr><tr><td  style=\"vertical-align:top\">C</td><td  style=\"vertical-align:top\">0,009037</td></tr><tr><td  style=\"vertical-align:top\">D</td><td  style=\"vertical-align:top\">0,051711</td></tr><tr><td  style=\"vertical-align:top\">E</td><td  style=\"vertical-align:top\">-0,034629</td></tr><tr><td  style=\"vertical-align:top\">F</td><td  style=\"vertical-align:top\">0,000400</td></tr><tr><td  style=\"vertical-align:top\">G</td><td  style=\"vertical-align:top\">-0,044483</td></tr><tr><td  style=\"vertical-align:top\">H</td><td  style=\"vertical-align:top\">0,042187</td></tr><tr><td  style=\"vertical-align:top\">I</td><td  style=\"vertical-align:top\">-0,008329</td></tr><tr><td  style=\"vertical-align:top\">J</td><td  style=\"vertical-align:top\">-0,026790</td></tr><tr><td  style=\"vertical-align:top\">K</td><td  style=\"vertical-align:top\">-0,014219</td></tr><tr><td  style=\"vertical-align:top\">L</td><td  style=\"vertical-align:top\">-0,021071</td></tr><tr><td  style=\"vertical-align:top\">M</td><td  style=\"vertical-align:top\">0,019041</td></tr><tr><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">0,028698</td></tr><tr><td  style=\"vertical-align:top\">O</td><td  style=\"vertical-align:top\">0,000128</td></tr><tr><td  style=\"vertical-align:top\">P</td><td  style=\"vertical-align:top\">-0,058996</td></tr><tr><td  style=\"vertical-align:top\">R</td><td  style=\"vertical-align:top\">-0,021941</td></tr><tr><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">-0,020043</td></tr><tr><td  style=\"vertical-align:top\">T</td><td  style=\"vertical-align:top\">0,052264</td></tr><tr><td  style=\"vertical-align:top\">U</td><td  style=\"vertical-align:top\">-0,021737</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-2030043001\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"firstSymbol\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":27,\"ncol\":2},\"kotlin_dataframe\":[{\"firstSymbol\":\"A\",\"survived\":-0.01791352622509756},{\"firstSymbol\":\"B\",\"survived\":0.050553943254341316},{\"firstSymbol\":\"C\",\"survived\":0.009037371118975828},{\"firstSymbol\":\"D\",\"survived\":0.05171064357839075},{\"firstSymbol\":\"E\",\"survived\":-0.03462861880002389},{\"firstSymbol\":\"F\",\"survived\":4.002707178710613E-4},{\"firstSymbol\":\"G\",\"survived\":-0.044483069276203296},{\"firstSymbol\":\"H\",\"survived\":0.04218724210575963},{\"firstSymbol\":\"I\",\"survived\":-0.008329183461658642},{\"firstSymbol\":\"J\",\"survived\":-0.026790134975567197},{\"firstSymbol\":\"K\",\"survived\":-0.014218719831367379},{\"firstSymbol\":\"L\",\"survived\":-0.021070982850893608},{\"firstSymbol\":\"M\",\"survived\":0.019040748971095155},{\"firstSymbol\":\"N\",\"survived\":0.02869766040895532},{\"firstSymbol\":\"O\",\"survived\":1.2837933079428644E-4},{\"firstSymbol\":\"P\",\"survived\":-0.05899571294487214},{\"firstSymbol\":\"R\",\"survived\":-0.021940537137738973},{\"firstSymbol\":\"S\",\"survived\":-0.020042889901563117},{\"firstSymbol\":\"T\",\"survived\":0.05226413426840335},{\"firstSymbol\":\"U\",\"survived\":-0.0217373635753353}]}"
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 46
  }
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