src/notebook/duckdb_dataframe.ipynb

{
 "cells": [
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "# DuckDB Examples\n",
    "\n",
    "This notebook shows synergies between DuckDB and Kotlin dataframe. \n",
    "\n",
    "Taxi and meteo data must be loaded in a DuckDB database with import_data.ipynb before executing this notebook. "
   ]
  },
  {
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    },
    "ExecuteTime": {
     "end_time": "2024-11-05T21:14:03.274349Z",
     "start_time": "2024-11-05T21:13:54.507473Z"
    }
   },
   "cell_type": "code",
   "source": [
    "%useLatestDescriptors\n",
    "%use dataframe, kandy\n",
    "@file:DependsOn(\"org.apache.arrow:arrow-c-data:17.0.0\")\n",
    "@file:DependsOn(\"org.duckdb:duckdb_jdbc:1.1.2\")\n",
    "\n",
    "import org.apache.arrow.memory.RootAllocator\n",
    "import org.apache.arrow.vector.ipc.ArrowReader\n",
    "import org.duckdb.DuckDBConnection\n",
    "import org.duckdb.DuckDBResultSet\n",
    "import org.jetbrains.kotlinx.dataframe.AnyFrame\n",
    "import org.jetbrains.kotlinx.dataframe.DataFrame\n",
    "import org.jetbrains.kotlinx.dataframe.io.readArrow\n",
    "import org.jetbrains.kotlinx.dataframe.io.toDataFrame\n",
    "import java.sql.Connection\n",
    "import java.sql.DriverManager\n",
    "import java.sql.Statement\n",
    "import java.util.Properties\n",
    "import javax.management.Query\n",
    "\n",
    "val SKIENCE_DATA_FOLDER = System.getenv(\"SKIENCE_DATA_FOLDER\") ?: \"../../data\"\n",
    "val duckdb_url = \"jdbc:duckdb:$SKIENCE_DATA_FOLDER/duckdb/notebook.db\"\n",
    "\n",
    "// Load DuckDb Driver\n",
    "Class.forName(\"org.duckdb.DuckDBDriver\")\n",
    "\n",
    "// Extension to read arrow result and load it int a Kotlin DataFrame\n",
    "fun DuckDBConnection.executeQueryForDataframe(query: String):AnyFrame{\n",
    "    val duckDbResult = this.createStatement().executeQuery(query) as DuckDBResultSet\n",
    "    return duckDbResult.use {\n",
    "        val arrowReader = it.arrowExportStream(RootAllocator(),512) as ArrowReader\n",
    "        arrowReader.toDataFrame()\n",
    "    }\n",
    "}\n",
    "\n",
    "val properties = Properties().apply {\n",
    "    setProperty(\"duckdb.read_only\",\"true\")\n",
    "}\n",
    "val DUCK_DB_CONNECTION = DriverManager.getConnection(duckdb_url,properties) as DuckDBConnection\n",
    "\n",
    "println(\"DuckDB ready!\")"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DuckDB ready!\n"
     ]
    }
   ],
   "execution_count": 1
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-05T21:14:38.828544Z",
     "start_time": "2024-11-05T21:14:37.744615Z"
    }
   },
   "cell_type": "code",
   "source": [
    "val queryTaxi=\"select * from ny_yellow_taxi limit 500\"\n",
    "var dfTaxi = DUCK_DB_CONNECTION.executeQueryForDataframe(queryTaxi)\n",
    "dfTaxi"
   ],
   "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",
       "}\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_-922746880&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 500 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 500, columnsCount = 19&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;VendorID: Long&bsol;&quot;&gt;VendorID&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;tpep_pickup_datetime: kotlinx.datetime.LocalDateTime&bsol;&quot;&gt;tpep_pickup_datetime&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2017-01-01T00:32:05&quot;,&quot;2017-01-01T00:43:25&quot;,&quot;2017-01-01T00:49:10&quot;,&quot;2017-01-01T00:36:42&quot;,&quot;2017-01-01T00:07:41&quot;,&quot;2017-01-01T00:20:52&quot;,&quot;2017-01-01T00:33:49&quot;,&quot;2017-01-01T00:48:22&quot;,&quot;2017-01-01T00:57:12&quot;,&quot;2017-01-01T00:10:25&quot;,&quot;2017-01-01T00:38:28&quot;,&quot;2017-01-01T00:26:17&quot;,&quot;2017-01-01T00:41:27&quot;,&quot;2017-01-01T00:23:12&quot;,&quot;2017-01-01T00:46:17&quot;,&quot;2017-01-01T00:59:15&quot;,&quot;2017-01-01T00:08:23&quot;,&quot;2017-01-01T00:23:13&quot;,&quot;2017-01-01T00:39:18&quot;,&quot;2017-01-01T00:52:32&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;tpep_dropoff_datetime: kotlinx.datetime.LocalDateTime&bsol;&quot;&gt;tpep_dropoff_datetime&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2017-01-01T00:37:48&quot;,&quot;2017-01-01T00:47:42&quot;,&quot;2017-01-01T00:53:53&quot;,&quot;2017-01-01T00:41:09&quot;,&quot;2017-01-01T00:18:16&quot;,&quot;2017-01-01T00:24:59&quot;,&quot;2017-01-01T00:42:38&quot;,&quot;2017-01-01T00:52:15&quot;,&quot;2017-01-01T01:06:28&quot;,&quot;2017-01-01T00:29:06&quot;,&quot;2017-01-01T01:30:55&quot;,&quot;2017-01-01T00:32:28&quot;,&quot;2017-01-01T01:03:35&quot;,&quot;2017-01-01T00:41:32&quot;,&quot;2017-01-01T00:55:43&quot;,&quot;2017-01-01T01:13:33&quot;,&quot;2017-01-01T00:21:33&quot;,&quot;2017-01-01T00:34:48&quot;,&quot;2017-01-01T00:49:08&quot;,&quot;2017-01-01T01:09:51&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;passenger_count: Long&bsol;&quot;&gt;passenger_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;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;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;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;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;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;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;trip_distance: Double&bsol;&quot;&gt;trip_distance&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;1.20&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.70&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.80&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.10&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;3.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.70&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.60&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;0.60&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;1.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.50&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.10&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;3.30&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;1.90&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.50&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.80&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.90&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.10&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;1.30&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;RatecodeID: Long&bsol;&quot;&gt;RatecodeID&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;store_and_fwd_flag: String&bsol;&quot;&gt;store_and_fwd_flag&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;,&quot;N&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;PULocationID: Long&bsol;&quot;&gt;PULocationID&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;140&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;237&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;140&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;41&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&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&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;236&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;236&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;238&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;239&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;246&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&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&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;114&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;114&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&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;161&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;163&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;161&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;140&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;107&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;186&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;DOLocationID: Long&bsol;&quot;&gt;DOLocationID&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;236&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;140&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;237&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&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;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;262&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;238&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;239&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&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&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&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&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;162&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;79&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;161&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;161&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;161&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;145&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;140&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;224&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;186&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;170&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;payment_type: Long&bsol;&quot;&gt;payment_type&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&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&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;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;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;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;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;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare_amount: Double&bsol;&quot;&gt;fare_amount&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;6.5&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;5.0&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;5.5&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;6.0&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;11.0&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;,&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;7.5&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;12.0&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;29.0&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;16.0&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;13.0&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;7.5&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;12.5&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;10.5&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;12.0&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;7.5&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;11.5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;extra: Double&bsol;&quot;&gt;extra&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;mta_tax: Double&bsol;&quot;&gt;mta_tax&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&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;0.5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;tip_amount: Double&bsol;&quot;&gt;tip_amount&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;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.85&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;1.25&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.75&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.85&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;1.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.75&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.65&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;tolls_amount: Double&bsol;&quot;&gt;tolls_amount&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;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;improvement_surcharge: Double&bsol;&quot;&gt;improvement_surcharge&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&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;0.3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;total_amount: Double&bsol;&quot;&gt;total_amount&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;7.80&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6.30&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;6.80&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.30&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;12.30&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;6.30&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;11.15&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.55&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10.55&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;13.30&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;30.30&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;7.30&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;17.30&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;17.15&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.80&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;16.55&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;13.80&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;15.95&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8.80&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;13.80&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;congestion_surcharge: Int?&bsol;&quot;&gt;congestion_surcharge&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;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;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;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;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;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;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;airport_fee: Int?&bsol;&quot;&gt;airport_fee&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;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;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;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;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;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;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",
       "], id: -922746880, rootId: -922746880, totalRows: 500 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-922746880) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_1() {\n",
       "                    let elem = document.getElementById(\"iframe_out_1\");\n",
       "                    resize_iframe_out_1(elem);\n",
       "                    setInterval(resize_iframe_out_1, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_1(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",
       "}\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_-922746879\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">VendorID</th><th class=\"bottomBorder\" style=\"text-align:left\">tpep_pickup_datetime</th><th class=\"bottomBorder\" style=\"text-align:left\">tpep_dropoff_datetime</th><th class=\"bottomBorder\" style=\"text-align:left\">passenger_count</th><th class=\"bottomBorder\" style=\"text-align:left\">trip_distance</th><th class=\"bottomBorder\" style=\"text-align:left\">RatecodeID</th><th class=\"bottomBorder\" style=\"text-align:left\">store_and_fwd_flag</th><th class=\"bottomBorder\" style=\"text-align:left\">PULocationID</th><th class=\"bottomBorder\" style=\"text-align:left\">DOLocationID</th><th class=\"bottomBorder\" style=\"text-align:left\">payment_type</th><th class=\"bottomBorder\" style=\"text-align:left\">fare_amount</th><th class=\"bottomBorder\" style=\"text-align:left\">extra</th><th class=\"bottomBorder\" style=\"text-align:left\">mta_tax</th><th class=\"bottomBorder\" style=\"text-align:left\">tip_amount</th><th class=\"bottomBorder\" style=\"text-align:left\">tolls_amount</th><th class=\"bottomBorder\" style=\"text-align:left\">improvement_surcharge</th><th class=\"bottomBorder\" style=\"text-align:left\">total_amount</th><th class=\"bottomBorder\" style=\"text-align:left\">congestion_surcharge</th><th class=\"bottomBorder\" style=\"text-align:left\">airport_fee</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:32:05</td><td  style=\"vertical-align:top\">2017-01-01T00:37:48</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1.200000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">140</td><td  style=\"vertical-align:top\">236</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">6.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">7.800000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:43:25</td><td  style=\"vertical-align:top\">2017-01-01T00:47:42</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0.700000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">237</td><td  style=\"vertical-align:top\">140</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">5.000000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">6.300000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:49:10</td><td  style=\"vertical-align:top\">2017-01-01T00:53:53</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0.800000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">140</td><td  style=\"vertical-align:top\">237</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">5.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">6.800000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:36:42</td><td  style=\"vertical-align:top\">2017-01-01T00:41:09</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1.100000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">41</td><td  style=\"vertical-align:top\">42</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">6.000000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">7.300000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:07:41</td><td  style=\"vertical-align:top\">2017-01-01T00:18:16</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">3.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">48</td><td  style=\"vertical-align:top\">263</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">11.000000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">12.300000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:20:52</td><td  style=\"vertical-align:top\">2017-01-01T00:24:59</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0.700000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">236</td><td  style=\"vertical-align:top\">262</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">5.000000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">6.300000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:33:49</td><td  style=\"vertical-align:top\">2017-01-01T00:42:38</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">1.600000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">236</td><td  style=\"vertical-align:top\">238</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">8.000000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">1.850000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">11.150000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:48:22</td><td  style=\"vertical-align:top\">2017-01-01T00:52:15</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0.600000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">238</td><td  style=\"vertical-align:top\">239</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">5.000000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">1.250000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">7.550000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:57:12</td><td  style=\"vertical-align:top\">2017-01-01T01:06:28</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">239</td><td  style=\"vertical-align:top\">48</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">7.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">1.750000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">10.550000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:10:25</td><td  style=\"vertical-align:top\">2017-01-01T00:29:06</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">246</td><td  style=\"vertical-align:top\">48</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">12.000000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">13.300000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:38:28</td><td  style=\"vertical-align:top\">2017-01-01T01:30:55</td><td  style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">2.500000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">48</td><td  style=\"vertical-align:top\">162</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">29.000000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">30.300000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:26:17</td><td  style=\"vertical-align:top\">2017-01-01T00:32:28</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">1.100000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">114</td><td  style=\"vertical-align:top\">79</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">6.000000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">7.300000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:41:27</td><td  style=\"vertical-align:top\">2017-01-01T01:03:35</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">3.300000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">114</td><td  style=\"vertical-align:top\">161</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">16.000000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">17.300000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:23:12</td><td  style=\"vertical-align:top\">2017-01-01T00:41:32</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">1.900000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">263</td><td  style=\"vertical-align:top\">161</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">13.000000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">2.850000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">17.150000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:46:17</td><td  style=\"vertical-align:top\">2017-01-01T00:55:43</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">161</td><td  style=\"vertical-align:top\">161</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">7.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">9.800000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:59:15</td><td  style=\"vertical-align:top\">2017-01-01T01:13:33</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">2.800000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">163</td><td  style=\"vertical-align:top\">145</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">12.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">2.750000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">16.550000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:08:23</td><td  style=\"vertical-align:top\">2017-01-01T00:21:33</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1.900000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">161</td><td  style=\"vertical-align:top\">140</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">10.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">13.800000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:23:13</td><td  style=\"vertical-align:top\">2017-01-01T00:34:48</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">3.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">140</td><td  style=\"vertical-align:top\">224</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">12.000000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">2.650000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">15.950000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:39:18</td><td  style=\"vertical-align:top\">2017-01-01T00:49:08</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1.100000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">107</td><td  style=\"vertical-align:top\">186</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">7.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">8.800000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017-01-01T00:52:32</td><td  style=\"vertical-align:top\">2017-01-01T01:09:51</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1.300000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">186</td><td  style=\"vertical-align:top\">170</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">11.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.300000</td><td  style=\"vertical-align:top\">13.800000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-922746879\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"VendorID\",\"tpep_pickup_datetime\",\"tpep_dropoff_datetime\",\"passenger_count\",\"trip_distance\",\"RatecodeID\",\"store_and_fwd_flag\",\"PULocationID\",\"DOLocationID\",\"payment_type\",\"fare_amount\",\"extra\",\"mta_tax\",\"tip_amount\",\"tolls_amount\",\"improvement_surcharge\",\"total_amount\",\"congestion_surcharge\",\"airport_fee\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Long\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlinx.datetime.LocalDateTime\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlinx.datetime.LocalDateTime\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Long\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Long\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Long\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Long\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Long\"},{\"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\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"}],\"nrow\":500,\"ncol\":19},\"kotlin_dataframe\":[{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:32:05\",\"tpep_dropoff_datetime\":\"2017-01-01T00:37:48\",\"passenger_count\":1,\"trip_distance\":1.2,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":140,\"DOLocationID\":236,\"payment_type\":2,\"fare_amount\":6.5,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":0.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":7.8,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:43:25\",\"tpep_dropoff_datetime\":\"2017-01-01T00:47:42\",\"passenger_count\":2,\"trip_distance\":0.7,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":237,\"DOLocationID\":140,\"payment_type\":2,\"fare_amount\":5.0,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":0.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":6.3,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:49:10\",\"tpep_dropoff_datetime\":\"2017-01-01T00:53:53\",\"passenger_count\":2,\"trip_distance\":0.8,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":140,\"DOLocationID\":237,\"payment_type\":2,\"fare_amount\":5.5,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":0.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":6.8,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:36:42\",\"tpep_dropoff_datetime\":\"2017-01-01T00:41:09\",\"passenger_count\":1,\"trip_distance\":1.1,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":41,\"DOLocationID\":42,\"payment_type\":2,\"fare_amount\":6.0,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":0.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":7.3,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:07:41\",\"tpep_dropoff_datetime\":\"2017-01-01T00:18:16\",\"passenger_count\":1,\"trip_distance\":3.0,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":48,\"DOLocationID\":263,\"payment_type\":2,\"fare_amount\":11.0,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":0.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":12.3,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:20:52\",\"tpep_dropoff_datetime\":\"2017-01-01T00:24:59\",\"passenger_count\":2,\"trip_distance\":0.7,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":236,\"DOLocationID\":262,\"payment_type\":2,\"fare_amount\":5.0,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":0.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":6.3,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:33:49\",\"tpep_dropoff_datetime\":\"2017-01-01T00:42:38\",\"passenger_count\":2,\"trip_distance\":1.6,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":236,\"DOLocationID\":238,\"payment_type\":1,\"fare_amount\":8.0,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":1.85,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":11.15,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:48:22\",\"tpep_dropoff_datetime\":\"2017-01-01T00:52:15\",\"passenger_count\":2,\"trip_distance\":0.6,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":238,\"DOLocationID\":239,\"payment_type\":1,\"fare_amount\":5.0,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":1.25,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":7.55,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:57:12\",\"tpep_dropoff_datetime\":\"2017-01-01T01:06:28\",\"passenger_count\":2,\"trip_distance\":1.0,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":239,\"DOLocationID\":48,\"payment_type\":1,\"fare_amount\":7.5,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":1.75,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":10.55,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:10:25\",\"tpep_dropoff_datetime\":\"2017-01-01T00:29:06\",\"passenger_count\":1,\"trip_distance\":1.0,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":246,\"DOLocationID\":48,\"payment_type\":2,\"fare_amount\":12.0,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":0.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":13.3,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:38:28\",\"tpep_dropoff_datetime\":\"2017-01-01T01:30:55\",\"passenger_count\":4,\"trip_distance\":2.5,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":48,\"DOLocationID\":162,\"payment_type\":2,\"fare_amount\":29.0,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":0.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":30.3,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:26:17\",\"tpep_dropoff_datetime\":\"2017-01-01T00:32:28\",\"passenger_count\":3,\"trip_distance\":1.1,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":114,\"DOLocationID\":79,\"payment_type\":2,\"fare_amount\":6.0,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":0.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":7.3,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:41:27\",\"tpep_dropoff_datetime\":\"2017-01-01T01:03:35\",\"passenger_count\":2,\"trip_distance\":3.3,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":114,\"DOLocationID\":161,\"payment_type\":2,\"fare_amount\":16.0,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":0.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":17.3,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:23:12\",\"tpep_dropoff_datetime\":\"2017-01-01T00:41:32\",\"passenger_count\":2,\"trip_distance\":1.9,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":263,\"DOLocationID\":161,\"payment_type\":1,\"fare_amount\":13.0,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":2.85,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":17.15,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:46:17\",\"tpep_dropoff_datetime\":\"2017-01-01T00:55:43\",\"passenger_count\":2,\"trip_distance\":0.5,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":161,\"DOLocationID\":161,\"payment_type\":1,\"fare_amount\":7.5,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":1.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":9.8,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:59:15\",\"tpep_dropoff_datetime\":\"2017-01-01T01:13:33\",\"passenger_count\":2,\"trip_distance\":2.8,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":163,\"DOLocationID\":145,\"payment_type\":1,\"fare_amount\":12.5,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":2.75,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":16.55,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:08:23\",\"tpep_dropoff_datetime\":\"2017-01-01T00:21:33\",\"passenger_count\":1,\"trip_distance\":1.9,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":161,\"DOLocationID\":140,\"payment_type\":1,\"fare_amount\":10.5,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":2.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":13.8,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:23:13\",\"tpep_dropoff_datetime\":\"2017-01-01T00:34:48\",\"passenger_count\":1,\"trip_distance\":3.0,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":140,\"DOLocationID\":224,\"payment_type\":1,\"fare_amount\":12.0,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":2.65,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":15.95,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:39:18\",\"tpep_dropoff_datetime\":\"2017-01-01T00:49:08\",\"passenger_count\":1,\"trip_distance\":1.1,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":107,\"DOLocationID\":186,\"payment_type\":2,\"fare_amount\":7.5,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":0.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":8.8,\"congestion_surcharge\":null,\"airport_fee\":null},{\"VendorID\":1,\"tpep_pickup_datetime\":\"2017-01-01T00:52:32\",\"tpep_dropoff_datetime\":\"2017-01-01T01:09:51\",\"passenger_count\":1,\"trip_distance\":1.3,\"RatecodeID\":1,\"store_and_fwd_flag\":\"N\",\"PULocationID\":186,\"DOLocationID\":170,\"payment_type\":1,\"fare_amount\":11.5,\"extra\":0.5,\"mta_tax\":0.5,\"tip_amount\":1.0,\"tolls_amount\":0.0,\"improvement_surcharge\":0.3,\"total_amount\":13.8,\"congestion_surcharge\":null,\"airport_fee\":null}]}"
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 2
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-05T21:16:15.285634Z",
     "start_time": "2024-11-05T21:16:02.969716Z"
    }
   },
   "source": [
    "val queryFareOverTime = \"\"\"\n",
    "select datepart('quarter', tpep_pickup_datetime) as quarter,\n",
    "       datepart('year', tpep_pickup_datetime) as year,\n",
    "       AVG(total_amount) as avg_amount,\n",
    "       COUNT(*) trip_count,\n",
    "       concat_ws('-',year,quarter) as year_quarter\n",
    "from ny_yellow_taxi\n",
    "group by year, quarter\n",
    "order by year, quarter\n",
    "\"\"\".trimIndent()\n",
    "\n",
    "val dfFareOverTime = DUCK_DB_CONNECTION.executeQueryForDataframe(queryFareOverTime)\n",
    "\n",
    "dfFareOverTime"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_3()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_3\" 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",
       "}\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_-922746876&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 28 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 28, columnsCount = 5&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;quarter: Long&bsol;&quot;&gt;quarter&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;,&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;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;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;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;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;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;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;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;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;year: Long&bsol;&quot;&gt;year&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;2017&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2017&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2017&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2017&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2018&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2018&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2018&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2018&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2019&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2019&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2019&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2019&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2020&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2020&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2020&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2020&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2021&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2021&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2021&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2021&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;avg_amount: Double&bsol;&quot;&gt;avg_amount&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;15.577938&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;16.588939&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;16.518606&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;16.474030&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;15.483717&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;16.603413&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;16.690943&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;16.822479&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;17.186797&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;19.629923&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;19.739761&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;19.602687&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;18.627450&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;18.552738&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;18.181803&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;17.718807&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;17.541113&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;18.991367&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;20.325064&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;20.606028&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;trip_count: Long&bsol;&quot;&gt;trip_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;18880597&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29806255&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25956220&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;28561873&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;17253532&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;27245278&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;23754814&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25185834&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;14745627&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;22045778&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;18951087&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;20988241&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;12704616&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1136248&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3148615&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4652111&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2741464&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7512485&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8574192&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10150701&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;year_quarter: String&bsol;&quot;&gt;year_quarter&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2017-1&quot;,&quot;2017-2&quot;,&quot;2017-3&quot;,&quot;2017-4&quot;,&quot;2018-1&quot;,&quot;2018-2&quot;,&quot;2018-3&quot;,&quot;2018-4&quot;,&quot;2019-1&quot;,&quot;2019-2&quot;,&quot;2019-3&quot;,&quot;2019-4&quot;,&quot;2020-1&quot;,&quot;2020-2&quot;,&quot;2020-3&quot;,&quot;2020-4&quot;,&quot;2021-1&quot;,&quot;2021-2&quot;,&quot;2021-3&quot;,&quot;2021-4&quot;] }, \n",
       "], id: -922746876, rootId: -922746876, totalRows: 28 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-922746876) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_3() {\n",
       "                    let elem = document.getElementById(\"iframe_out_3\");\n",
       "                    resize_iframe_out_3(elem);\n",
       "                    setInterval(resize_iframe_out_3, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_3(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",
       "}\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_-922746875\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">quarter</th><th class=\"bottomBorder\" style=\"text-align:left\">year</th><th class=\"bottomBorder\" style=\"text-align:left\">avg_amount</th><th class=\"bottomBorder\" style=\"text-align:left\">trip_count</th><th class=\"bottomBorder\" style=\"text-align:left\">year_quarter</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2017</td><td  style=\"vertical-align:top\">15.577938</td><td  style=\"vertical-align:top\">18880597</td><td  style=\"vertical-align:top\">2017-1</td></tr><tr><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">2017</td><td  style=\"vertical-align:top\">16.588939</td><td  style=\"vertical-align:top\">29806255</td><td  style=\"vertical-align:top\">2017-2</td></tr><tr><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">2017</td><td  style=\"vertical-align:top\">16.518606</td><td  style=\"vertical-align:top\">25956220</td><td  style=\"vertical-align:top\">2017-3</td></tr><tr><td  style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">2017</td><td  style=\"vertical-align:top\">16.474030</td><td  style=\"vertical-align:top\">28561873</td><td  style=\"vertical-align:top\">2017-4</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2018</td><td  style=\"vertical-align:top\">15.483717</td><td  style=\"vertical-align:top\">17253532</td><td  style=\"vertical-align:top\">2018-1</td></tr><tr><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">2018</td><td  style=\"vertical-align:top\">16.603413</td><td  style=\"vertical-align:top\">27245278</td><td  style=\"vertical-align:top\">2018-2</td></tr><tr><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">2018</td><td  style=\"vertical-align:top\">16.690943</td><td  style=\"vertical-align:top\">23754814</td><td  style=\"vertical-align:top\">2018-3</td></tr><tr><td  style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">2018</td><td  style=\"vertical-align:top\">16.822479</td><td  style=\"vertical-align:top\">25185834</td><td  style=\"vertical-align:top\">2018-4</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2019</td><td  style=\"vertical-align:top\">17.186797</td><td  style=\"vertical-align:top\">14745627</td><td  style=\"vertical-align:top\">2019-1</td></tr><tr><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">2019</td><td  style=\"vertical-align:top\">19.629923</td><td  style=\"vertical-align:top\">22045778</td><td  style=\"vertical-align:top\">2019-2</td></tr><tr><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">2019</td><td  style=\"vertical-align:top\">19.739761</td><td  style=\"vertical-align:top\">18951087</td><td  style=\"vertical-align:top\">2019-3</td></tr><tr><td  style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">2019</td><td  style=\"vertical-align:top\">19.602687</td><td  style=\"vertical-align:top\">20988241</td><td  style=\"vertical-align:top\">2019-4</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2020</td><td  style=\"vertical-align:top\">18.627450</td><td  style=\"vertical-align:top\">12704616</td><td  style=\"vertical-align:top\">2020-1</td></tr><tr><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">2020</td><td  style=\"vertical-align:top\">18.552738</td><td  style=\"vertical-align:top\">1136248</td><td  style=\"vertical-align:top\">2020-2</td></tr><tr><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">2020</td><td  style=\"vertical-align:top\">18.181803</td><td  style=\"vertical-align:top\">3148615</td><td  style=\"vertical-align:top\">2020-3</td></tr><tr><td  style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">2020</td><td  style=\"vertical-align:top\">17.718807</td><td  style=\"vertical-align:top\">4652111</td><td  style=\"vertical-align:top\">2020-4</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2021</td><td  style=\"vertical-align:top\">17.541113</td><td  style=\"vertical-align:top\">2741464</td><td  style=\"vertical-align:top\">2021-1</td></tr><tr><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">2021</td><td  style=\"vertical-align:top\">18.991367</td><td  style=\"vertical-align:top\">7512485</td><td  style=\"vertical-align:top\">2021-2</td></tr><tr><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">2021</td><td  style=\"vertical-align:top\">20.325064</td><td  style=\"vertical-align:top\">8574192</td><td  style=\"vertical-align:top\">2021-3</td></tr><tr><td  style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">2021</td><td  style=\"vertical-align:top\">20.606028</td><td  style=\"vertical-align:top\">10150701</td><td  style=\"vertical-align:top\">2021-4</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-922746875\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"quarter\",\"year\",\"avg_amount\",\"trip_count\",\"year_quarter\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Long\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Long\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Long\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":28,\"ncol\":5},\"kotlin_dataframe\":[{\"quarter\":1,\"year\":2017,\"avg_amount\":15.577937712713837,\"trip_count\":18880597,\"year_quarter\":\"2017-1\"},{\"quarter\":2,\"year\":2017,\"avg_amount\":16.58893908985989,\"trip_count\":29806255,\"year_quarter\":\"2017-2\"},{\"quarter\":3,\"year\":2017,\"avg_amount\":16.51860577262902,\"trip_count\":25956220,\"year_quarter\":\"2017-3\"},{\"quarter\":4,\"year\":2017,\"avg_amount\":16.474030369199156,\"trip_count\":28561873,\"year_quarter\":\"2017-4\"},{\"quarter\":1,\"year\":2018,\"avg_amount\":15.483716676320272,\"trip_count\":17253532,\"year_quarter\":\"2018-1\"},{\"quarter\":2,\"year\":2018,\"avg_amount\":16.603413393524352,\"trip_count\":27245278,\"year_quarter\":\"2018-2\"},{\"quarter\":3,\"year\":2018,\"avg_amount\":16.690943313230832,\"trip_count\":23754814,\"year_quarter\":\"2018-3\"},{\"quarter\":4,\"year\":2018,\"avg_amount\":16.82247929679802,\"trip_count\":25185834,\"year_quarter\":\"2018-4\"},{\"quarter\":1,\"year\":2019,\"avg_amount\":17.186796889868823,\"trip_count\":14745627,\"year_quarter\":\"2019-1\"},{\"quarter\":2,\"year\":2019,\"avg_amount\":19.629923492756955,\"trip_count\":22045778,\"year_quarter\":\"2019-2\"},{\"quarter\":3,\"year\":2019,\"avg_amount\":19.739761457071477,\"trip_count\":18951087,\"year_quarter\":\"2019-3\"},{\"quarter\":4,\"year\":2019,\"avg_amount\":19.60268654859269,\"trip_count\":20988241,\"year_quarter\":\"2019-4\"},{\"quarter\":1,\"year\":2020,\"avg_amount\":18.62744977041899,\"trip_count\":12704616,\"year_quarter\":\"2020-1\"},{\"quarter\":2,\"year\":2020,\"avg_amount\":18.552738354668058,\"trip_count\":1136248,\"year_quarter\":\"2020-2\"},{\"quarter\":3,\"year\":2020,\"avg_amount\":18.181802576641275,\"trip_count\":3148615,\"year_quarter\":\"2020-3\"},{\"quarter\":4,\"year\":2020,\"avg_amount\":17.71880679325824,\"trip_count\":4652111,\"year_quarter\":\"2020-4\"},{\"quarter\":1,\"year\":2021,\"avg_amount\":17.54111311325276,\"trip_count\":2741464,\"year_quarter\":\"2021-1\"},{\"quarter\":2,\"year\":2021,\"avg_amount\":18.99136710298268,\"trip_count\":7512485,\"year_quarter\":\"2021-2\"},{\"quarter\":3,\"year\":2021,\"avg_amount\":20.325064169433556,\"trip_count\":8574192,\"year_quarter\":\"2021-3\"},{\"quarter\":4,\"year\":2021,\"avg_amount\":20.606028176933034,\"trip_count\":10150701,\"year_quarter\":\"2021-4\"}]}"
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 3
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-05T21:17:14.719810Z",
     "start_time": "2024-11-05T21:17:14.321665Z"
    }
   },
   "source": [
    "plotGrid(\n",
    "    listOf(\n",
    "        dfFareOverTime.plot{\n",
    "            layout.size=512 to 300\n",
    "            line {\n",
    "                x(year_quarter)\n",
    "                y(avg_amount)\n",
    "            }\n",
    "        },\n",
    "        dfFareOverTime.plot{\n",
    "            layout.size=512 to 300\n",
    "            line {\n",
    "                x(year_quarter)\n",
    "                y(trip_count)\n",
    "            }\n",
    "        }\n",
    "    )\n",
    ")\n"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe src='about:blank' style='border:none !important;' width='600' height='400' 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;eJk8Nj&quot;>&lt;/div>\n",
       "   &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;plot&quot;>\n",
       "       var plotSpec={\n",
       "&quot;layout&quot;:{\n",
       "&quot;name&quot;:&quot;grid&quot;,\n",
       "&quot;ncol&quot;:2,\n",
       "&quot;nrow&quot;:1,\n",
       "&quot;fit&quot;:true,\n",
       "&quot;align&quot;:false\n",
       "},\n",
       "&quot;figures&quot;:[{\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;year_quarter&quot;,\n",
       "&quot;y&quot;:&quot;avg_amount&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;position&quot;:&quot;identity&quot;,\n",
       "&quot;geom&quot;:&quot;line&quot;,\n",
       "&quot;data&quot;:{\n",
       "}\n",
       "}],\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "&quot;avg_amount&quot;:[15.577937712713837,16.58893908985989,16.51860577262902,16.474030369199156,15.483716676320272,16.603413393524352,16.690943313230832,16.82247929679802,17.186796889868823,19.629923492756955,19.739761457071477,19.60268654859269,18.62744977041899,18.552738354668058,18.181802576641275,17.71880679325824,17.54111311325276,18.99136710298268,20.325064169433556,20.606028176933034,19.349206048485275,21.7939070658921,21.883775388682253,22.950222049923156,27.266473828814714,28.77192071816978,28.99064142663886,28.808492516578248],\n",
       "&quot;year_quarter&quot;:[&quot;2017-1&quot;,&quot;2017-2&quot;,&quot;2017-3&quot;,&quot;2017-4&quot;,&quot;2018-1&quot;,&quot;2018-2&quot;,&quot;2018-3&quot;,&quot;2018-4&quot;,&quot;2019-1&quot;,&quot;2019-2&quot;,&quot;2019-3&quot;,&quot;2019-4&quot;,&quot;2020-1&quot;,&quot;2020-2&quot;,&quot;2020-3&quot;,&quot;2020-4&quot;,&quot;2021-1&quot;,&quot;2021-2&quot;,&quot;2021-3&quot;,&quot;2021-4&quot;,&quot;2022-1&quot;,&quot;2022-2&quot;,&quot;2022-3&quot;,&quot;2022-4&quot;,&quot;2023-1&quot;,&quot;2023-2&quot;,&quot;2023-3&quot;,&quot;2023-4&quot;]\n",
       "},\n",
       "&quot;ggsize&quot;:{\n",
       "&quot;width&quot;:512.0,\n",
       "&quot;height&quot;:300.0\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;discrete&quot;:true\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "}]\n",
       "},{\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;year_quarter&quot;,\n",
       "&quot;y&quot;:&quot;trip_count&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;position&quot;:&quot;identity&quot;,\n",
       "&quot;geom&quot;:&quot;line&quot;,\n",
       "&quot;data&quot;:{\n",
       "}\n",
       "}],\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "&quot;year_quarter&quot;:[&quot;2017-1&quot;,&quot;2017-2&quot;,&quot;2017-3&quot;,&quot;2017-4&quot;,&quot;2018-1&quot;,&quot;2018-2&quot;,&quot;2018-3&quot;,&quot;2018-4&quot;,&quot;2019-1&quot;,&quot;2019-2&quot;,&quot;2019-3&quot;,&quot;2019-4&quot;,&quot;2020-1&quot;,&quot;2020-2&quot;,&quot;2020-3&quot;,&quot;2020-4&quot;,&quot;2021-1&quot;,&quot;2021-2&quot;,&quot;2021-3&quot;,&quot;2021-4&quot;,&quot;2022-1&quot;,&quot;2022-2&quot;,&quot;2022-3&quot;,&quot;2022-4&quot;,&quot;2023-1&quot;,&quot;2023-2&quot;,&quot;2023-3&quot;,&quot;2023-4&quot;],\n",
       "&quot;trip_count&quot;:[1.8880597E7,2.9806255E7,2.595622E7,2.8561873E7,1.7253532E7,2.7245278E7,2.3754814E7,2.5185834E7,1.4745627E7,2.2045778E7,1.8951087E7,2.0988241E7,1.2704616E7,1136248.0,3148615.0,4652111.0,2741464.0,7512485.0,8574192.0,1.0150701E7,5443418.0,1.0745852E7,9510841.0,1.0327639E7,9384394.0,1.0109172E7,8578035.0,1.0238527E7]\n",
       "},\n",
       "&quot;ggsize&quot;:{\n",
       "&quot;width&quot;:512.0,\n",
       "&quot;height&quot;:300.0\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;discrete&quot;:true\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "}]\n",
       "}],\n",
       "&quot;kind&quot;:&quot;subplots&quot;\n",
       "};\n",
       "       var plotContainer = document.getElementById(&quot;eJk8Nj&quot;);\n",
       "       LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
       "   &lt;/script>\n",
       "   &lt;/body>\n",
       "&lt;/html>\"></iframe>            <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=079f491a-373c-4094-a613-7d7f4ac6ffd5 width=\"100%\" height=\"100%\" style=\"max-width: 900.0px; max-height: 400.0px;\" viewBox=\"0 0 900.0 400.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
       "  <g id=\"pNDtFRp\">\n",
       "    <rect x=\"0.0\" y=\"0.0\" height=\"400.0\" width=\"900.0\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\">\n",
       "    </rect>\n",
       "  </g>\n",
       "  <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" width=\"448.0\" height=\"400.0\" x=\"0.0\" y=\"0.0\">\n",
       "    <style type=\"text/css\">\n",
       "    .plt-container {\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   user-select: none;\n",
       "   -webkit-user-select: none;\n",
       "   -moz-user-select: none;\n",
       "   -ms-user-select: none;\n",
       "}\n",
       "text {\n",
       "   text-rendering: optimizeLegibility;\n",
       "}\n",
       "#pGXt9Qf .plot-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 16.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pGXt9Qf .plot-subtitle {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pGXt9Qf .plot-caption {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pGXt9Qf .legend-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pGXt9Qf .legend-item {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pGXt9Qf .axis-title-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pGXt9Qf .axis-text-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dCL1vOJ .axis-tooltip-text-x {\n",
       "   fill: #ffffff;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pGXt9Qf .axis-title-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pGXt9Qf .axis-text-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dCL1vOJ .axis-tooltip-text-y {\n",
       "   fill: #ffffff;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pGXt9Qf .facet-strip-text-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pGXt9Qf .facet-strip-text-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dCL1vOJ .tooltip-text {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dCL1vOJ .tooltip-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: bold;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dCL1vOJ .tooltip-label {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: bold;\n",
       "   font-style: normal;   \n",
       "}\n",
       "\n",
       "    </style>\n",
       "    <g id=\"pGXt9Qf\">\n",
       "      <path fill-rule=\"evenodd\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" d=\"M0.0 0.0 L0.0 400.0 L448.0 400.0 L448.0 0.0 Z\">\n",
       "      </path>\n",
       "      <g transform=\"translate(29.5 6.5 ) \">\n",
       "        <g>\n",
       "          <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "            <g>\n",
       "              <line x1=\"2.846998460504114\" y1=\"0.0\" x2=\"2.846998460504114\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"17.081990763024685\" y1=\"0.0\" x2=\"17.081990763024685\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"31.31698306554525\" y1=\"0.0\" x2=\"31.31698306554525\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"45.551975368065825\" y1=\"0.0\" x2=\"45.551975368065825\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"59.78696767058639\" y1=\"0.0\" x2=\"59.78696767058639\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"74.02195997310696\" y1=\"0.0\" x2=\"74.02195997310696\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"88.25695227562753\" y1=\"0.0\" x2=\"88.25695227562753\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"102.4919445781481\" y1=\"0.0\" x2=\"102.4919445781481\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"116.72693688066866\" y1=\"0.0\" x2=\"116.72693688066866\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"130.96192918318926\" y1=\"0.0\" x2=\"130.96192918318926\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"145.19692148570982\" y1=\"0.0\" x2=\"145.19692148570982\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"159.4319137882304\" y1=\"0.0\" x2=\"159.4319137882304\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"173.66690609075096\" y1=\"0.0\" x2=\"173.66690609075096\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"187.90189839327152\" y1=\"0.0\" x2=\"187.90189839327152\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"202.1368906957921\" y1=\"0.0\" x2=\"202.1368906957921\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"216.37188299831266\" y1=\"0.0\" x2=\"216.37188299831266\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"230.60687530083322\" y1=\"0.0\" x2=\"230.60687530083322\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"244.8418676033538\" y1=\"0.0\" x2=\"244.8418676033538\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"259.07685990587436\" y1=\"0.0\" x2=\"259.07685990587436\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"273.3118522083949\" y1=\"0.0\" x2=\"273.3118522083949\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"287.5468445109155\" y1=\"0.0\" x2=\"287.5468445109155\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"301.78183681343603\" y1=\"0.0\" x2=\"301.78183681343603\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"316.0168291159566\" y1=\"0.0\" x2=\"316.0168291159566\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"330.25182141847716\" y1=\"0.0\" x2=\"330.25182141847716\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"344.48681372099776\" y1=\"0.0\" x2=\"344.48681372099776\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"358.7218060235183\" y1=\"0.0\" x2=\"358.7218060235183\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"372.9567983260389\" y1=\"0.0\" x2=\"372.9567983260389\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"387.19179062855943\" y1=\"0.0\" x2=\"387.19179062855943\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "            <g>\n",
       "              <line x1=\"0.0\" y1=\"281.56483206011745\" x2=\"390.0387890890636\" y2=\"281.56483206011745\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"240.35817521545368\" x2=\"390.0387890890636\" y2=\"240.35817521545368\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"199.15151837078986\" x2=\"390.0387890890636\" y2=\"199.15151837078986\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"157.9448615261261\" x2=\"390.0387890890636\" y2=\"157.9448615261261\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"116.73820468146232\" x2=\"390.0387890890636\" y2=\"116.73820468146232\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"75.5315478367985\" x2=\"390.0387890890636\" y2=\"75.5315478367985\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"34.32489099213467\" x2=\"390.0387890890636\" y2=\"34.32489099213467\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g clip-path=\"url(#co7dZI1)\" clip-bounds-jfx=\"[rect (21.961210910936405, 0.0), (390.0387890890636, 306.11636726719075)]\">\n",
       "          <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "            <g>\n",
       "              <g>\n",
       "                <g>\n",
       "                  <path d=\"M2.846998460504114 290.26071997975487 L2.846998460504114 290.26071997975487 L17.081990763024685 269.4307265709849 L31.31698306554525 270.8798270049246 L45.551975368065825 271.798228681348 L59.78696767058639 292.201986936864 L74.02195997310696 269.13250773890144 L88.25695227562753 267.3291000564085 L102.4919445781481 264.6190209876193 L116.72693688066866 257.11286596754803 L130.96192918318926 206.7763261909078 L145.19692148570982 204.51329853889536 L159.4319137882304 207.33749789674488 L173.66690609075096 227.43062152699446 L187.90189839327152 228.9699253626083 L202.1368906957921 236.61243702088734 L216.37188299831266 246.15169120408285 L230.60687530083322 249.81277245180848 L244.8418676033538 219.9327132056058 L259.07685990587436 192.45411452961775 L273.3118522083949 186.66532080825152 L287.5468445109155 212.56003988911488 L301.78183681343603 162.19106193307317 L316.0168291159566 160.33947536386353 L330.25182141847716 138.36712455741787 L344.48681372099776 49.437971603440815 L358.7218060235183 18.420754919680462 L372.9567983260389 13.914380330326935 L387.19179062855943 17.667254146075493 \" fill=\"none\" stroke-width=\"1.6500000000000001\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "                  </path>\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "          <defs>\n",
       "            <clipPath id=\"co7dZI1\">\n",
       "              <rect x=\"21.961210910936405\" y=\"0.0\" width=\"390.0387890890636\" height=\"306.11636726719075\">\n",
       "              </rect>\n",
       "            </clipPath>\n",
       "          </defs>\n",
       "        </g>\n",
       "        <g>\n",
       "          <g transform=\"translate(21.961210910936405 306.11636726719075 ) \">\n",
       "            <g transform=\"translate(2.846998460504114 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2017-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(17.081990763024685 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2017-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(31.31698306554525 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2017-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(45.551975368065825 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2017-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(59.78696767058639 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2018-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(74.02195997310696 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2018-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(88.25695227562753 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2018-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(102.4919445781481 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2018-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(116.72693688066866 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2019-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(130.96192918318926 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2019-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(145.19692148570982 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2019-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(159.4319137882304 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2019-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(173.66690609075096 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2020-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(187.90189839327152 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2020-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(202.1368906957921 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2020-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(216.37188299831266 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2020-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(230.60687530083322 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2021-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(244.8418676033538 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2021-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(259.07685990587436 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2021-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(273.3118522083949 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2021-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(287.5468445109155 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2022-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(301.78183681343603 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2022-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(316.0168291159566 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2022-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(330.25182141847716 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2022-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(344.48681372099776 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2023-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(358.7218060235183 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2023-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(372.9567983260389 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2023-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(387.19179062855943 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2023-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"0.0\" x2=\"390.0387890890636\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "          </g>\n",
       "          <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "            <g transform=\"translate(0.0 281.56483206011745 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>16</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 240.35817521545368 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>18</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 199.15151837078986 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>20</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 157.9448615261261 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>22</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 116.73820468146232 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>24</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 75.5315478367985 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>26</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 34.32489099213467 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>28</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g transform=\"translate(16.0 159.55818363359538 ) rotate(-90.0 ) \">\n",
       "        <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "          <tspan>avg_amount</tspan>\n",
       "        </text>\n",
       "      </g>\n",
       "      <g transform=\"translate(246.4806054554682 393.0 ) \">\n",
       "        <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "          <tspan>year_quarter</tspan>\n",
       "        </text>\n",
       "      </g>\n",
       "      <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 400.0 L448.0 400.0 L448.0 0.0 Z\">\n",
       "      </path>\n",
       "    </g>\n",
       "    <g id=\"dCL1vOJ\">\n",
       "    </g>\n",
       "  </svg>\n",
       "  <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" width=\"448.0\" height=\"400.0\" x=\"452.0\" y=\"0.0\">\n",
       "    <style type=\"text/css\">\n",
       "    .plt-container {\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   user-select: none;\n",
       "   -webkit-user-select: none;\n",
       "   -moz-user-select: none;\n",
       "   -ms-user-select: none;\n",
       "}\n",
       "text {\n",
       "   text-rendering: optimizeLegibility;\n",
       "}\n",
       "#pd1X6bJ .plot-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 16.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pd1X6bJ .plot-subtitle {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pd1X6bJ .plot-caption {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pd1X6bJ .legend-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pd1X6bJ .legend-item {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pd1X6bJ .axis-title-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pd1X6bJ .axis-text-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#d333ztw .axis-tooltip-text-x {\n",
       "   fill: #ffffff;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pd1X6bJ .axis-title-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pd1X6bJ .axis-text-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#d333ztw .axis-tooltip-text-y {\n",
       "   fill: #ffffff;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pd1X6bJ .facet-strip-text-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pd1X6bJ .facet-strip-text-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#d333ztw .tooltip-text {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#d333ztw .tooltip-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: bold;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#d333ztw .tooltip-label {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: bold;\n",
       "   font-style: normal;   \n",
       "}\n",
       "\n",
       "    </style>\n",
       "    <g id=\"pd1X6bJ\">\n",
       "      <path fill-rule=\"evenodd\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" d=\"M0.0 0.0 L0.0 400.0 L448.0 400.0 L448.0 0.0 Z\">\n",
       "      </path>\n",
       "      <g transform=\"translate(29.5 6.5 ) \">\n",
       "        <g>\n",
       "          <g transform=\"translate(33.326690388175415 0.0 ) \">\n",
       "            <g>\n",
       "              <line x1=\"2.7640387562906907\" y1=\"0.0\" x2=\"2.7640387562906907\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"16.584232537744143\" y1=\"0.0\" x2=\"16.584232537744143\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"30.404426319197597\" y1=\"0.0\" x2=\"30.404426319197597\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"44.224620100651045\" y1=\"0.0\" x2=\"44.224620100651045\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"58.0448138821045\" y1=\"0.0\" x2=\"58.0448138821045\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"71.86500766355795\" y1=\"0.0\" x2=\"71.86500766355795\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"85.6852014450114\" y1=\"0.0\" x2=\"85.6852014450114\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"99.50539522646486\" y1=\"0.0\" x2=\"99.50539522646486\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"113.32558900791831\" y1=\"0.0\" x2=\"113.32558900791831\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"127.14578278937176\" y1=\"0.0\" x2=\"127.14578278937176\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"140.9659765708252\" y1=\"0.0\" x2=\"140.9659765708252\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"154.78617035227867\" y1=\"0.0\" x2=\"154.78617035227867\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"168.60636413373211\" y1=\"0.0\" x2=\"168.60636413373211\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"182.42655791518558\" y1=\"0.0\" x2=\"182.42655791518558\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"196.24675169663902\" y1=\"0.0\" x2=\"196.24675169663902\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"210.0669454780925\" y1=\"0.0\" x2=\"210.0669454780925\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"223.88713925954593\" y1=\"0.0\" x2=\"223.88713925954593\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"237.70733304099937\" y1=\"0.0\" x2=\"237.70733304099937\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"251.52752682245284\" y1=\"0.0\" x2=\"251.52752682245284\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"265.3477206039063\" y1=\"0.0\" x2=\"265.3477206039063\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"279.1679143853597\" y1=\"0.0\" x2=\"279.1679143853597\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"292.9881081668132\" y1=\"0.0\" x2=\"292.9881081668132\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"306.80830194826666\" y1=\"0.0\" x2=\"306.80830194826666\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"320.6284957297201\" y1=\"0.0\" x2=\"320.6284957297201\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"334.44868951117354\" y1=\"0.0\" x2=\"334.44868951117354\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"348.268883292627\" y1=\"0.0\" x2=\"348.268883292627\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"362.0890770740805\" y1=\"0.0\" x2=\"362.0890770740805\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"375.9092708555339\" y1=\"0.0\" x2=\"375.9092708555339\" y2=\"306.11636726719075\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(33.326690388175415 0.0 ) \">\n",
       "            <g>\n",
       "              <line x1=\"0.0\" y1=\"303.23106469158733\" x2=\"378.6733096118246\" y2=\"303.23106469158733\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"254.6981838648514\" x2=\"378.6733096118246\" y2=\"254.6981838648514\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"206.16530303811544\" x2=\"378.6733096118246\" y2=\"206.16530303811544\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"157.63242221137952\" x2=\"378.6733096118246\" y2=\"157.63242221137952\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"109.09954138464357\" x2=\"378.6733096118246\" y2=\"109.09954138464357\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"60.566660557907625\" x2=\"378.6733096118246\" y2=\"60.566660557907625\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"12.033779731171705\" x2=\"378.6733096118246\" y2=\"12.033779731171705\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g clip-path=\"url(#cXpMRri)\" clip-bounds-jfx=\"[rect (33.326690388175415, 0.0), (378.6733096118246, 306.11636726719075)]\">\n",
       "          <g transform=\"translate(33.326690388175415 0.0 ) \">\n",
       "            <g>\n",
       "              <g>\n",
       "                <g>\n",
       "                  <path d=\"M2.7640387562906907 119.96511186386172 L2.7640387562906907 119.96511186386172 L16.584232537744143 13.914380330326878 L30.404426319197597 51.28503829707935 L44.224620100651045 25.993068992113933 L58.0448138821045 135.75834221233234 L71.86500766355795 38.77269863852922 L85.6852014450114 72.65315330693164 L99.50539522646486 58.762848682796516 L113.32558900791831 160.10151311028739 L127.14578278937176 89.24204141025194 L140.9659765708252 119.28089530996638 L154.78617035227867 99.50710484842472 L168.60636413373211 179.9127418360988 L182.42655791518558 292.20198693686393 L196.24675169663902 272.6687933787327 L210.0669454780925 258.0749949404379 L223.88713925954593 276.62083557102994 L237.70733304099937 230.31055684805906 L251.52752682245284 220.0050169872768 L265.3477206039063 204.70251230342149 L279.1679143853597 250.39411327476546 L292.9881081668132 198.92563379203892 L306.80830194826666 210.9133621285805 L320.6284957297201 202.98505012987727 L334.44868951117354 212.14072956496017 L348.268883292627 205.10561670499217 L362.0890770740805 219.96771461507336 L375.9092708555339 203.8500225451237 \" fill=\"none\" stroke-width=\"1.6500000000000001\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "                  </path>\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "          <defs>\n",
       "            <clipPath id=\"cXpMRri\">\n",
       "              <rect x=\"33.326690388175415\" y=\"0.0\" width=\"378.6733096118246\" height=\"306.11636726719075\">\n",
       "              </rect>\n",
       "            </clipPath>\n",
       "          </defs>\n",
       "        </g>\n",
       "        <g>\n",
       "          <g transform=\"translate(33.326690388175415 306.11636726719075 ) \">\n",
       "            <g transform=\"translate(2.7640387562906907 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2017-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(16.584232537744143 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2017-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(30.404426319197597 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2017-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(44.224620100651045 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2017-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(58.0448138821045 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2018-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(71.86500766355795 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2018-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(85.6852014450114 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2018-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(99.50539522646486 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2018-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(113.32558900791831 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2019-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(127.14578278937176 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2019-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(140.9659765708252 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2019-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(154.78617035227867 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2019-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(168.60636413373211 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2020-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(182.42655791518558 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2020-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(196.24675169663902 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2020-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(210.0669454780925 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2020-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(223.88713925954593 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2021-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(237.70733304099937 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2021-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(251.52752682245284 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2021-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(265.3477206039063 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2021-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(279.1679143853597 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2022-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(292.9881081668132 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2022-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(306.80830194826666 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2022-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(320.6284957297201 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2022-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(334.44868951117354 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2023-1</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(348.268883292627 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2023-2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(362.0890770740805 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2023-3</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(375.9092708555339 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) rotate(90.0 ) \">\n",
       "                <text class=\"axis-text-x\" dy=\"0.35em\">\n",
       "                  <tspan>2023-4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"0.0\" x2=\"378.6733096118246\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "          </g>\n",
       "          <g transform=\"translate(33.326690388175415 0.0 ) \">\n",
       "            <g transform=\"translate(0.0 303.23106469158733 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>0</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 254.6981838648514 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>5M</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 206.16530303811544 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>10M</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 157.63242221137952 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>15M</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 109.09954138464357 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>20M</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 60.566660557907625 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>25M</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 12.033779731171705 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>30M</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g transform=\"translate(16.0 159.55818363359538 ) rotate(-90.0 ) \">\n",
       "        <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "          <tspan>trip_count</tspan>\n",
       "        </text>\n",
       "      </g>\n",
       "      <g transform=\"translate(252.16334519408773 393.0 ) \">\n",
       "        <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "          <tspan>year_quarter</tspan>\n",
       "        </text>\n",
       "      </g>\n",
       "      <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 400.0 L448.0 400.0 L448.0 0.0 Z\">\n",
       "      </path>\n",
       "    </g>\n",
       "    <g id=\"d333ztw\">\n",
       "    </g>\n",
       "  </svg>\n",
       "</svg>\n",
       "        <script>document.getElementById(\"079f491a-373c-4094-a613-7d7f4ac6ffd5\").style.display = \"none\";</script>"
      ],
      "application/plot+json": {
       "output_type": "lets_plot_spec",
       "output": {
        "kind": "subplots",
        "figures": [
         {
          "mapping": {},
          "data": {
           "avg_amount": [
            15.577937712713837,
            16.58893908985989,
            16.51860577262902,
            16.474030369199156,
            15.483716676320272,
            16.603413393524352,
            16.690943313230832,
            16.82247929679802,
            17.186796889868823,
            19.629923492756955,
            19.739761457071477,
            19.60268654859269,
            18.62744977041899,
            18.552738354668058,
            18.181802576641275,
            17.71880679325824,
            17.54111311325276,
            18.99136710298268,
            20.325064169433556,
            20.606028176933034,
            19.349206048485275,
            21.7939070658921,
            21.883775388682253,
            22.950222049923156,
            27.266473828814714,
            28.77192071816978,
            28.99064142663886,
            28.808492516578248
           ],
           "year_quarter": [
            "2017-1",
            "2017-2",
            "2017-3",
            "2017-4",
            "2018-1",
            "2018-2",
            "2018-3",
            "2018-4",
            "2019-1",
            "2019-2",
            "2019-3",
            "2019-4",
            "2020-1",
            "2020-2",
            "2020-3",
            "2020-4",
            "2021-1",
            "2021-2",
            "2021-3",
            "2021-4",
            "2022-1",
            "2022-2",
            "2022-3",
            "2022-4",
            "2023-1",
            "2023-2",
            "2023-3",
            "2023-4"
           ]
          },
          "ggsize": {
           "width": 512.0,
           "height": 300.0
          },
          "kind": "plot",
          "scales": [
           {
            "aesthetic": "x",
            "discrete": true
           },
           {
            "aesthetic": "y",
            "limits": [
             null,
             null
            ]
           }
          ],
          "layers": [
           {
            "mapping": {
             "x": "year_quarter",
             "y": "avg_amount"
            },
            "stat": "identity",
            "sampling": "none",
            "position": "identity",
            "geom": "line"
           }
          ]
         },
         {
          "mapping": {},
          "data": {
           "year_quarter": [
            "2017-1",
            "2017-2",
            "2017-3",
            "2017-4",
            "2018-1",
            "2018-2",
            "2018-3",
            "2018-4",
            "2019-1",
            "2019-2",
            "2019-3",
            "2019-4",
            "2020-1",
            "2020-2",
            "2020-3",
            "2020-4",
            "2021-1",
            "2021-2",
            "2021-3",
            "2021-4",
            "2022-1",
            "2022-2",
            "2022-3",
            "2022-4",
            "2023-1",
            "2023-2",
            "2023-3",
            "2023-4"
           ],
           "trip_count": [
            1.8880597E7,
            2.9806255E7,
            2.595622E7,
            2.8561873E7,
            1.7253532E7,
            2.7245278E7,
            2.3754814E7,
            2.5185834E7,
            1.4745627E7,
            2.2045778E7,
            1.8951087E7,
            2.0988241E7,
            1.2704616E7,
            1136248.0,
            3148615.0,
            4652111.0,
            2741464.0,
            7512485.0,
            8574192.0,
            1.0150701E7,
            5443418.0,
            1.0745852E7,
            9510841.0,
            1.0327639E7,
            9384394.0,
            1.0109172E7,
            8578035.0,
            1.0238527E7
           ]
          },
          "ggsize": {
           "width": 512.0,
           "height": 300.0
          },
          "kind": "plot",
          "scales": [
           {
            "aesthetic": "x",
            "discrete": true
           },
           {
            "aesthetic": "y",
            "limits": [
             null,
             null
            ]
           }
          ],
          "layers": [
           {
            "mapping": {
             "x": "year_quarter",
             "y": "trip_count"
            },
            "stat": "identity",
            "sampling": "none",
            "position": "identity",
            "geom": "line"
           }
          ]
         }
        ],
        "layout": {
         "name": "grid",
         "ncol": 2,
         "nrow": 1,
         "fit": true,
         "align": false
        }
       },
       "apply_color_scheme": true,
       "swing_enabled": true
      }
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 4
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Join Dataframe example\n",
    "This example show how to join two dataframe from different query results"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-05T21:19:02.321948Z",
     "start_time": "2024-11-05T21:19:01.545614Z"
    }
   },
   "source": [
    "val queryPrecipitation =\"\"\"\n",
    "select date_part('week',DATE) as week,\n",
    "SUM(PRCP) as precipitation\n",
    "from ny_meteo\n",
    "where date_part('year',DATE) = 2023\n",
    "group by week\n",
    "\"\"\".trimIndent()\n",
    "\n",
    "val queryTaxiTrip = \"\"\"\n",
    "select date_part('week',tpep_pickup_datetime) as week,\n",
    "count(*) as trip_count\n",
    "from ny_yellow_taxi\n",
    "where date_part('year',tpep_pickup_datetime) = 2023\n",
    "group by week\n",
    "\"\"\".trimIndent()\n",
    "\n",
    "val dfMeteo = DUCK_DB_CONNECTION.executeQueryForDataframe(queryPrecipitation)\n",
    "val dfTaxiTrip = DUCK_DB_CONNECTION.executeQueryForDataframe(queryTaxiTrip)\n",
    "\n",
    "val dfTaxiMeteo = dfTaxiTrip.join(dfMeteo,\"week\")\n",
    "dfTaxiMeteo"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_7()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_7\" 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",
       "}\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_-922746868&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 51 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 51, 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;week: Long&bsol;&quot;&gt;week&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;,&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;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;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;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;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;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;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;13&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&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&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;15&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;16&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;17&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&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;19&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;20&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;trip_count: Long&bsol;&quot;&gt;trip_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;640357&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;723282&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;713021&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;729166&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;702486&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;743910&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;731814&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;725804&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;755019&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;774830&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;787016&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;734288&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;763521&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;725356&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;771531&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;789272&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;785213&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;805617&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;823487&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;850754&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;precipitation: Double&bsol;&quot;&gt;precipitation&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;18.900000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10.200000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;36.400000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;44.500000&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;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;0.800000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6.400000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&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;42.800000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;20.800000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;20.800000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6.100000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;17.400000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&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;0.500000&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;55.700000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;129.800000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10.500000&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;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;20.100000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -922746868, rootId: -922746868, totalRows: 51 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-922746868) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_7() {\n",
       "                    let elem = document.getElementById(\"iframe_out_7\");\n",
       "                    resize_iframe_out_7(elem);\n",
       "                    setInterval(resize_iframe_out_7, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_7(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",
       "}\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_-922746867\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">week</th><th class=\"bottomBorder\" style=\"text-align:left\">trip_count</th><th class=\"bottomBorder\" style=\"text-align:left\">precipitation</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">640357</td><td  style=\"vertical-align:top\">18.900000</td></tr><tr><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">723282</td><td  style=\"vertical-align:top\">10.200000</td></tr><tr><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">713021</td><td  style=\"vertical-align:top\">36.400000</td></tr><tr><td  style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">729166</td><td  style=\"vertical-align:top\">44.500000</td></tr><tr><td  style=\"vertical-align:top\">5</td><td  style=\"vertical-align:top\">702486</td><td  style=\"vertical-align:top\">2.000000</td></tr><tr><td  style=\"vertical-align:top\">6</td><td  style=\"vertical-align:top\">743910</td><td  style=\"vertical-align:top\">0.800000</td></tr><tr><td  style=\"vertical-align:top\">7</td><td  style=\"vertical-align:top\">731814</td><td  style=\"vertical-align:top\">6.400000</td></tr><tr><td  style=\"vertical-align:top\">8</td><td  style=\"vertical-align:top\">725804</td><td  style=\"vertical-align:top\">11.000000</td></tr><tr><td  style=\"vertical-align:top\">9</td><td  style=\"vertical-align:top\">755019</td><td  style=\"vertical-align:top\">42.800000</td></tr><tr><td  style=\"vertical-align:top\">10</td><td  style=\"vertical-align:top\">774830</td><td  style=\"vertical-align:top\">20.800000</td></tr><tr><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">787016</td><td  style=\"vertical-align:top\">20.800000</td></tr><tr><td  style=\"vertical-align:top\">12</td><td  style=\"vertical-align:top\">734288</td><td  style=\"vertical-align:top\">6.100000</td></tr><tr><td  style=\"vertical-align:top\">13</td><td  style=\"vertical-align:top\">763521</td><td  style=\"vertical-align:top\">17.400000</td></tr><tr><td  style=\"vertical-align:top\">14</td><td  style=\"vertical-align:top\">725356</td><td  style=\"vertical-align:top\">0.000000</td></tr><tr><td  style=\"vertical-align:top\">15</td><td  style=\"vertical-align:top\">771531</td><td  style=\"vertical-align:top\">0.500000</td></tr><tr><td  style=\"vertical-align:top\">16</td><td  style=\"vertical-align:top\">789272</td><td  style=\"vertical-align:top\">55.700000</td></tr><tr><td  style=\"vertical-align:top\">17</td><td  style=\"vertical-align:top\">785213</td><td  style=\"vertical-align:top\">129.800000</td></tr><tr><td  style=\"vertical-align:top\">18</td><td  style=\"vertical-align:top\">805617</td><td  style=\"vertical-align:top\">10.500000</td></tr><tr><td  style=\"vertical-align:top\">19</td><td  style=\"vertical-align:top\">823487</td><td  style=\"vertical-align:top\">0.000000</td></tr><tr><td  style=\"vertical-align:top\">20</td><td  style=\"vertical-align:top\">850754</td><td  style=\"vertical-align:top\">20.100000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-922746867\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"week\",\"trip_count\",\"precipitation\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Long\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Long\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":51,\"ncol\":3},\"kotlin_dataframe\":[{\"week\":1,\"trip_count\":640357,\"precipitation\":18.9},{\"week\":2,\"trip_count\":723282,\"precipitation\":10.2},{\"week\":3,\"trip_count\":713021,\"precipitation\":36.400000000000006},{\"week\":4,\"trip_count\":729166,\"precipitation\":44.5},{\"week\":5,\"trip_count\":702486,\"precipitation\":2.0},{\"week\":6,\"trip_count\":743910,\"precipitation\":0.8},{\"week\":7,\"trip_count\":731814,\"precipitation\":6.3999999999999995},{\"week\":8,\"trip_count\":725804,\"precipitation\":11.0},{\"week\":9,\"trip_count\":755019,\"precipitation\":42.8},{\"week\":10,\"trip_count\":774830,\"precipitation\":20.799999999999997},{\"week\":11,\"trip_count\":787016,\"precipitation\":20.8},{\"week\":12,\"trip_count\":734288,\"precipitation\":6.1},{\"week\":13,\"trip_count\":763521,\"precipitation\":17.4},{\"week\":14,\"trip_count\":725356,\"precipitation\":0.0},{\"week\":15,\"trip_count\":771531,\"precipitation\":0.5},{\"week\":16,\"trip_count\":789272,\"precipitation\":55.7},{\"week\":17,\"trip_count\":785213,\"precipitation\":129.8},{\"week\":18,\"trip_count\":805617,\"precipitation\":10.5},{\"week\":19,\"trip_count\":823487,\"precipitation\":0.0},{\"week\":20,\"trip_count\":850754,\"precipitation\":20.1}]}"
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 5
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-05T21:19:21.263013Z",
     "start_time": "2024-11-05T21:19:21.128212Z"
    }
   },
   "source": [
    "\n",
    "dfTaxiMeteo.plot {\n",
    "    layout.size=1024 to 600\n",
    "    bars { \n",
    "        x(week)\n",
    "        y(trip_count)\n",
    "        fillColor(precipitation){\n",
    "            scale = continuousColorGradientN(gradientColors = listOf(Color.LIGHT_BLUE,Color.BLUE))\n",
    "        }\n",
    "    }\n",
    "}"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe src='about:blank' style='border:none !important;' width='1024' height='600' 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;WZICIQ&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;precipitation&quot;:[18.9,10.2,36.400000000000006,44.5,2.0,0.8,6.3999999999999995,11.0,42.8,20.799999999999997,20.8,6.1,17.4,0.0,0.5,55.7,129.8,10.5,0.0,20.1,2.0,6.1,0.3,17.0,2.8,29.7,52.3,46.7,9.399999999999999,12.399999999999999,0.0,58.4,73.5,28.0,6.9,48.7,53.1,90.2,170.0,12.5,21.400000000000002,38.3,11.9,15.3,1.5,0.0,71.1,26.4,28.4,14.0,0.0],\n",
       "&quot;week&quot;:[1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0,12.0,13.0,14.0,15.0,16.0,17.0,18.0,19.0,20.0,21.0,22.0,23.0,24.0,25.0,26.0,27.0,28.0,29.0,30.0,31.0,32.0,33.0,34.0,35.0,36.0,37.0,38.0,39.0,40.0,41.0,42.0,43.0,44.0,45.0,46.0,47.0,48.0,49.0,50.0,52.0],\n",
       "&quot;trip_count&quot;:[640357.0,723282.0,713021.0,729166.0,702486.0,743910.0,731814.0,725804.0,755019.0,774830.0,787016.0,734288.0,763521.0,725356.0,771531.0,789272.0,785213.0,805617.0,823487.0,850754.0,743566.0,750937.0,793246.0,785682.0,751403.0,665978.0,560947.0,696635.0,709994.0,703764.0,655315.0,647913.0,635067.0,616243.0,603788.0,769601.0,793583.0,366576.0,771828.0,782913.0,785653.0,819912.0,831475.0,807963.0,828689.0,825815.0,619564.0,814734.0,868937.0,905024.0,601823.0]\n",
       "},\n",
       "&quot;ggsize&quot;:{\n",
       "&quot;width&quot;:1024.0,\n",
       "&quot;height&quot;:600.0\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\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;scale_mapper_kind&quot;:&quot;color_gradientn&quot;,\n",
       "&quot;limits&quot;:[null,null],\n",
       "&quot;colors&quot;:[&quot;#73c0de&quot;,&quot;#5470c6&quot;]\n",
       "}],\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;week&quot;,\n",
       "&quot;y&quot;:&quot;trip_count&quot;,\n",
       "&quot;fill&quot;:&quot;precipitation&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;position&quot;:&quot;dodge&quot;,\n",
       "&quot;geom&quot;:&quot;bar&quot;,\n",
       "&quot;data&quot;:{\n",
       "}\n",
       "}]\n",
       "};\n",
       "       var plotContainer = document.getElementById(&quot;WZICIQ&quot;);\n",
       "       LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
       "   &lt;/script>\n",
       "   &lt;/body>\n",
       "&lt;/html>\"></iframe>            <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=071086ee-f165-45e4-9147-6357e7b147ee width=\"100%\" height=\"100%\" style=\"max-width: 1024.0px; max-height: 600.0px;\" viewBox=\"0 0 1024.0 600.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
       "  <style type=\"text/css\">\n",
       "  .plt-container {\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   user-select: none;\n",
       "   -webkit-user-select: none;\n",
       "   -moz-user-select: none;\n",
       "   -ms-user-select: none;\n",
       "}\n",
       "text {\n",
       "   text-rendering: optimizeLegibility;\n",
       "}\n",
       "#pYRLOkR .plot-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 16.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pYRLOkR .plot-subtitle {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pYRLOkR .plot-caption {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pYRLOkR .legend-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pYRLOkR .legend-item {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pYRLOkR .axis-title-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pYRLOkR .axis-text-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dcy4IOK .axis-tooltip-text-x {\n",
       "   fill: #ffffff;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pYRLOkR .axis-title-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pYRLOkR .axis-text-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dcy4IOK .axis-tooltip-text-y {\n",
       "   fill: #ffffff;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pYRLOkR .facet-strip-text-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pYRLOkR .facet-strip-text-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dcy4IOK .tooltip-text {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dcy4IOK .tooltip-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: bold;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dcy4IOK .tooltip-label {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: bold;\n",
       "   font-style: normal;   \n",
       "}\n",
       "\n",
       "  </style>\n",
       "  <g id=\"pYRLOkR\">\n",
       "    <path fill-rule=\"evenodd\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" d=\"M0.0 0.0 L0.0 600.0 L1024.0 600.0 L1024.0 0.0 Z\">\n",
       "    </path>\n",
       "    <g transform=\"translate(29.5 6.5 ) \">\n",
       "      <g>\n",
       "        <g transform=\"translate(58.95712304215423 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"28.995369640465096\" y1=\"0.0\" x2=\"28.995369640465096\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"99.88869394478071\" y1=\"0.0\" x2=\"99.88869394478071\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"170.78201824909632\" y1=\"0.0\" x2=\"170.78201824909632\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"241.67534255341192\" y1=\"0.0\" x2=\"241.67534255341192\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"312.5686668577275\" y1=\"0.0\" x2=\"312.5686668577275\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"383.46199116204315\" y1=\"0.0\" x2=\"383.46199116204315\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"454.3553154663587\" y1=\"0.0\" x2=\"454.3553154663587\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"525.2486397706743\" y1=\"0.0\" x2=\"525.2486397706743\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"596.14196407499\" y1=\"0.0\" x2=\"596.14196407499\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"667.0352883793056\" y1=\"0.0\" x2=\"667.0352883793056\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"737.9286126836213\" y1=\"0.0\" x2=\"737.9286126836213\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"808.8219369879369\" y1=\"0.0\" x2=\"808.8219369879369\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g transform=\"translate(58.95712304215423 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"0.0\" y1=\"541.0\" x2=\"809.4599769066757\" y2=\"541.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"484.0691235549449\" x2=\"809.4599769066757\" y2=\"484.0691235549449\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"427.13824710988985\" x2=\"809.4599769066757\" y2=\"427.13824710988985\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"370.2073706648348\" x2=\"809.4599769066757\" y2=\"370.2073706648348\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"313.2764942197797\" x2=\"809.4599769066757\" y2=\"313.2764942197797\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"256.34561777472464\" x2=\"809.4599769066757\" y2=\"256.34561777472464\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"199.41474132966954\" x2=\"809.4599769066757\" y2=\"199.41474132966954\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"142.4838648846145\" x2=\"809.4599769066757\" y2=\"142.4838648846145\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"85.55298843955939\" x2=\"809.4599769066757\" y2=\"85.55298843955939\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"28.62211199450428\" x2=\"809.4599769066757\" y2=\"28.62211199450428\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g clip-path=\"url(#c6PuI7I)\" clip-bounds-jfx=\"[rect (58.95712304215423, 0.0), (809.4599769066757, 541.0)]\">\n",
       "        <g transform=\"translate(58.95712304215423 0.0 ) \">\n",
       "          <g>\n",
       "            <g>\n",
       "              <rect x=\"759.905543217959\" y=\"198.37689145207622\" height=\"342.6231085479238\" width=\"12.760798374776869\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(115,192,222)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"731.5482134962328\" y=\"25.761904761904816\" height=\"515.2380952380952\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(113,185,220)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"717.3695486353697\" y=\"46.306550144631785\" height=\"494.6934498553682\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(111,178,218)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"703.1908837745066\" y=\"77.16479310414496\" height=\"463.83520689585504\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(111,179,218)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"689.0122189136434\" y=\"188.27678466195897\" height=\"352.72321533804103\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(104,158,212)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"674.8335540527803\" y=\"70.85628268526841\" height=\"470.1437173147316\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(115,192,222)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"660.6548891919172\" y=\"69.22008929623757\" height=\"471.7799107037624\" width=\"12.760798374776869\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(115,191,222)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"646.476224331054\" y=\"81.01958274823966\" height=\"459.98041725176034\" width=\"12.760798374776869\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(113,185,220)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"632.297559470191\" y=\"67.63399507847834\" height=\"473.36600492152166\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(113,186,220)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"618.1188946093279\" y=\"74.21691232182002\" height=\"466.78308767818\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(110,174,217)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"603.9402297484647\" y=\"93.72086128313146\" height=\"447.27913871686854\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(112,182,219)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"589.7615648876016\" y=\"95.28076729772596\" height=\"445.71923270227404\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(113,186,220)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"575.5829000267385\" y=\"101.59155495166033\" height=\"439.4084450483397\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(84,112,198)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"561.4042351658753\" y=\"332.3050703627749\" height=\"208.69492963722507\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(101,149,210)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"547.2255703050122\" y=\"89.20624278103861\" height=\"451.7937572189614\" width=\"12.760798374776869\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(107,167,215)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"533.046905444149\" y=\"102.85940557009172\" height=\"438.1405944299083\" width=\"12.760798374776869\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(108,169,215)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"518.8682405832859\" y=\"197.25819972993088\" height=\"343.7418002700691\" width=\"12.760798374776869\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(114,189,221)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"504.6895757224228\" y=\"190.16745906869926\" height=\"350.83254093130074\" width=\"12.760798374776869\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(111,179,218)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"490.5109108615597\" y=\"179.4507908866821\" height=\"361.5492091133179\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(104,157,212)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"476.3322460006966\" y=\"172.13745049855032\" height=\"368.8625495014497\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(106,164,214)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"462.1535811398335\" y=\"167.92342702408735\" height=\"373.07657297591265\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(115,192,222)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"447.97491627897034\" y=\"140.34098669522263\" height=\"400.6590133047774\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(113,186,220)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"433.7962514181072\" y=\"136.79419309269565\" height=\"404.20580690730435\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(114,187,221)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"419.6175865572441\" y=\"144.3995888769906\" height=\"396.6004111230094\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(108,170,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"405.438921696381\" y=\"221.64795650775693\" height=\"319.35204349224307\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(107,167,215)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"391.26025683551785\" y=\"161.85288766875112\" height=\"379.1471123312489\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(111,178,218)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"377.0815919746547\" y=\"113.2196864655628\" height=\"427.7803135344372\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(115,191,222)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"362.90292711379163\" y=\"93.70435132896239\" height=\"447.2956486710376\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(113,184,220)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"348.7242622529285\" y=\"89.39809983465841\" height=\"451.6019001653416\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(115,192,222)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"334.54559739206536\" y=\"113.48498434979678\" height=\"427.5150156502032\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(114,189,221)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"320.3669325312022\" y=\"117.68135925256178\" height=\"423.3186407474382\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(115,191,222)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"306.18826767033914\" y=\"56.65829140863616\" height=\"484.34170859136384\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(112,182,219)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"292.009602809476\" y=\"72.18163348890931\" height=\"468.8183665110907\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(115,192,222)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"277.83093794861287\" y=\"82.35518110964068\" height=\"458.6448188903593\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(114,187,221)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"263.6522730877498\" y=\"93.97135713948973\" height=\"447.0286428605103\" width=\"12.760798374776755\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(93,131,204)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"249.47360822688665\" y=\"91.66053286458492\" height=\"449.3394671354151\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(107,165,214)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"235.29494336602355\" y=\"101.76063965470212\" height=\"439.2393603452979\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(115,192,222)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"221.1162785051604\" y=\"128.0484718532063\" height=\"412.9515281467937\" width=\"12.76079837477684\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(115,192,222)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"206.9376136442973\" y=\"106.32080285795104\" height=\"434.67919714204896\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(113,184,220)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"192.75894878343416\" y=\"122.96340596913399\" height=\"418.036594030866\" width=\"12.76079837477684\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(114,189,221)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"178.58028392257106\" y=\"92.94489343718533\" height=\"448.0551065628147\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(112,182,219)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"164.40161906170792\" y=\"99.88249004077977\" height=\"441.11750995922023\" width=\"12.76079837477684\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(112,182,219)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"150.2229542008448\" y=\"111.16106597330963\" height=\"429.83893402669037\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(109,171,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"136.04428933998167\" y=\"127.79342152673246\" height=\"413.20657847326754\" width=\"12.760798374776783\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(114,187,221)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"121.86562447911855\" y=\"124.37187585238468\" height=\"416.6281241476153\" width=\"12.760798374776797\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(114,189,221)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"107.68695961825543\" y=\"117.4855170375908\" height=\"423.5144829624092\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(115,192,222)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"93.5082947573923\" y=\"141.0685632961904\" height=\"399.9314367038096\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(115,191,222)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"79.32962989652918\" y=\"125.8794054606497\" height=\"415.1205945393503\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(109,171,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"65.15096503566606\" y=\"135.07089546270385\" height=\"405.92910453729615\" width=\"12.760798374776797\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(110,174,217)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"50.97230017480294\" y=\"129.22921823067674\" height=\"411.77078176932326\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(114,187,221)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"36.79363531393982\" y=\"176.43914752273866\" height=\"364.56085247726134\" width=\"12.760798374776812\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(112,183,219)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <defs>\n",
       "          <clipPath id=\"c6PuI7I\">\n",
       "            <rect x=\"58.95712304215423\" y=\"0.0\" width=\"809.4599769066757\" height=\"541.0\">\n",
       "            </rect>\n",
       "          </clipPath>\n",
       "        </defs>\n",
       "      </g>\n",
       "      <g>\n",
       "        <g transform=\"translate(58.95712304215423 541.0 ) \">\n",
       "          <g transform=\"translate(28.995369640465096 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(99.88869394478071 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>5</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(170.78201824909632 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>10</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(241.67534255341192 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>15</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(312.5686668577275 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>20</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(383.46199116204315 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>25</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(454.3553154663587 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>30</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(525.2486397706743 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>35</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(596.14196407499 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>40</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(667.0352883793056 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>45</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(737.9286126836213 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>50</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(808.8219369879369 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>55</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <line x1=\"0.0\" y1=\"0.0\" x2=\"809.4599769066757\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "          </line>\n",
       "        </g>\n",
       "        <g transform=\"translate(58.95712304215423 0.0 ) \">\n",
       "          <g transform=\"translate(0.0 541.0 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 484.0691235549449 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>100,000</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 427.13824710988985 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>200,000</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 370.2073706648348 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>300,000</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 313.2764942197797 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>400,000</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 256.34561777472464 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>500,000</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 199.41474132966954 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>600,000</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 142.4838648846145 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>700,000</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 85.55298843955939 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>800,000</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 28.62211199450428 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>900,000</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <g transform=\"translate(16.0 277.0 ) rotate(-90.0 ) \">\n",
       "      <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>trip_count</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(493.1871114954921 593.0 ) \">\n",
       "      <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>week</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(904.4170999488299 198.25 ) \">\n",
       "      <rect x=\"5.0\" y=\"5.0\" height=\"147.5\" width=\"109.58290005117014\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\">\n",
       "      </rect>\n",
       "      <g transform=\"translate(10.0 10.0 ) \">\n",
       "        <g transform=\"translate(0.0 12.0 ) \">\n",
       "          <text class=\"legend-title\" y=\"0.0\">\n",
       "            <tspan>precipitation</tspan>\n",
       "          </text>\n",
       "        </g>\n",
       "        <g transform=\"translate(0.0 22.5 ) \">\n",
       "          <g>\n",
       "            <rect x=\"0.0\" y=\"0.0\" height=\"115.0\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(85,114,199)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"7.55\" height=\"107.45\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(87,118,200)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"13.1\" height=\"101.9\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(89,122,201)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"18.65\" height=\"96.35\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(91,126,202)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"24.2\" height=\"90.8\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(93,130,204)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"29.75\" height=\"85.25\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(95,134,205)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"35.3\" height=\"79.7\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(96,138,206)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"40.849999999999994\" height=\"74.15\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(98,141,207)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"46.39999999999999\" height=\"68.60000000000001\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(100,145,208)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"51.94999999999999\" height=\"63.05000000000001\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(101,149,210)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"57.499999999999986\" height=\"57.500000000000014\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(103,153,211)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"63.04999999999998\" height=\"51.95000000000002\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(104,157,212)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"68.59999999999998\" height=\"46.40000000000002\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(106,161,213)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"74.14999999999998\" height=\"40.85000000000002\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(107,166,214)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"79.69999999999997\" height=\"35.300000000000026\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(108,170,216)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"85.24999999999997\" height=\"29.75000000000003\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(110,174,217)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"90.79999999999997\" height=\"24.20000000000003\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(111,178,218)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"96.34999999999997\" height=\"18.650000000000034\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(112,182,219)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"101.89999999999996\" height=\"13.100000000000037\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(113,186,220)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"107.44999999999996\" height=\"7.55000000000004\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(114,190,221)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <line x1=\"0.0\" y1=\"113.0\" x2=\"4.6\" y2=\"113.0\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"113.0\" x2=\"23.0\" y2=\"113.0\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 117.55 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"80.35294117647058\" x2=\"4.6\" y2=\"80.35294117647058\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"80.35294117647058\" x2=\"23.0\" y2=\"80.35294117647058\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 84.90294117647058 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>50</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"47.705882352941174\" x2=\"4.6\" y2=\"47.705882352941174\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"47.705882352941174\" x2=\"23.0\" y2=\"47.705882352941174\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 52.25588235294117 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>100</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"15.058823529411768\" x2=\"4.6\" y2=\"15.058823529411768\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"15.058823529411768\" x2=\"23.0\" y2=\"15.058823529411768\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 19.608823529411765 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>150</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 600.0 L1024.0 600.0 L1024.0 0.0 Z\">\n",
       "    </path>\n",
       "  </g>\n",
       "  <g id=\"dcy4IOK\">\n",
       "  </g>\n",
       "</svg>\n",
       "        <script>document.getElementById(\"071086ee-f165-45e4-9147-6357e7b147ee\").style.display = \"none\";</script>"
      ],
      "application/plot+json": {
       "output_type": "lets_plot_spec",
       "output": {
        "mapping": {},
        "data": {
         "precipitation": [
          18.9,
          10.2,
          36.400000000000006,
          44.5,
          2.0,
          0.8,
          6.3999999999999995,
          11.0,
          42.8,
          20.799999999999997,
          20.8,
          6.1,
          17.4,
          0.0,
          0.5,
          55.7,
          129.8,
          10.5,
          0.0,
          20.1,
          2.0,
          6.1,
          0.3,
          17.0,
          2.8,
          29.7,
          52.3,
          46.7,
          9.399999999999999,
          12.399999999999999,
          0.0,
          58.4,
          73.5,
          28.0,
          6.9,
          48.7,
          53.1,
          90.2,
          170.0,
          12.5,
          21.400000000000002,
          38.3,
          11.9,
          15.3,
          1.5,
          0.0,
          71.1,
          26.4,
          28.4,
          14.0,
          0.0
         ],
         "week": [
          1.0,
          2.0,
          3.0,
          4.0,
          5.0,
          6.0,
          7.0,
          8.0,
          9.0,
          10.0,
          11.0,
          12.0,
          13.0,
          14.0,
          15.0,
          16.0,
          17.0,
          18.0,
          19.0,
          20.0,
          21.0,
          22.0,
          23.0,
          24.0,
          25.0,
          26.0,
          27.0,
          28.0,
          29.0,
          30.0,
          31.0,
          32.0,
          33.0,
          34.0,
          35.0,
          36.0,
          37.0,
          38.0,
          39.0,
          40.0,
          41.0,
          42.0,
          43.0,
          44.0,
          45.0,
          46.0,
          47.0,
          48.0,
          49.0,
          50.0,
          52.0
         ],
         "trip_count": [
          640357.0,
          723282.0,
          713021.0,
          729166.0,
          702486.0,
          743910.0,
          731814.0,
          725804.0,
          755019.0,
          774830.0,
          787016.0,
          734288.0,
          763521.0,
          725356.0,
          771531.0,
          789272.0,
          785213.0,
          805617.0,
          823487.0,
          850754.0,
          743566.0,
          750937.0,
          793246.0,
          785682.0,
          751403.0,
          665978.0,
          560947.0,
          696635.0,
          709994.0,
          703764.0,
          655315.0,
          647913.0,
          635067.0,
          616243.0,
          603788.0,
          769601.0,
          793583.0,
          366576.0,
          771828.0,
          782913.0,
          785653.0,
          819912.0,
          831475.0,
          807963.0,
          828689.0,
          825815.0,
          619564.0,
          814734.0,
          868937.0,
          905024.0,
          601823.0
         ]
        },
        "ggsize": {
         "width": 1024.0,
         "height": 600.0
        },
        "kind": "plot",
        "scales": [
         {
          "aesthetic": "x",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "y",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "fill",
          "scale_mapper_kind": "color_gradientn",
          "limits": [
           null,
           null
          ],
          "colors": [
           "#73c0de",
           "#5470c6"
          ]
         }
        ],
        "layers": [
         {
          "mapping": {
           "x": "week",
           "y": "trip_count",
           "fill": "precipitation"
          },
          "stat": "identity",
          "sampling": "none",
          "position": "dodge",
          "geom": "bar"
         }
        ]
       },
       "apply_color_scheme": true,
       "swing_enabled": true
      }
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 6
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Use Advanced DuckDB function\n",
    "Use statistical aggregates functions provided by DuckDB"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-05T21:26:17.379762Z",
     "start_time": "2024-11-05T21:26:13.623651Z"
    }
   },
   "source": [
    "val queryQuantile = \"\"\"\n",
    "select\n",
    "    unnest([.1,.25,.5,.75,.9]) as quantile,\n",
    "    unnest(quantile_disc(trip_distance*1.60934, [.1,.25,.5,.75,.9])) as distance,\n",
    "    unnest(quantile_disc(total_amount, [.1,.25,.5,.75,.9])) as amount\n",
    "from  ny_yellow_taxi  where datepart('year',tpep_pickup_datetime) = 2023;\n",
    "\"\"\".trimIndent()\n",
    "\n",
    "val dfHist = DUCK_DB_CONNECTION.executeQueryForDataframe(queryQuantile)\n",
    "dfHist"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_9()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_9\" 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",
       "}\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_-922746864&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;quantile: java.math.BigDecimal&bsol;&quot;&gt;quantile&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;0.10&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;0.25&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.50&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.75&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.90&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;distance: Double&bsol;&quot;&gt;distance&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;1.029978&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.673714&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.880719&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5.471756&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;14.741554&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;amount: Double&bsol;&quot;&gt;amount&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;12.60&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;15.95&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;21.00&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30.72&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;60.30&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -922746864, rootId: -922746864, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-922746864) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_9() {\n",
       "                    let elem = document.getElementById(\"iframe_out_9\");\n",
       "                    resize_iframe_out_9(elem);\n",
       "                    setInterval(resize_iframe_out_9, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_9(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",
       "}\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_-922746863\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">quantile</th><th class=\"bottomBorder\" style=\"text-align:left\">distance</th><th class=\"bottomBorder\" style=\"text-align:left\">amount</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">0.100000</td><td  style=\"vertical-align:top\">1.029978</td><td  style=\"vertical-align:top\">12.600000</td></tr><tr><td  style=\"vertical-align:top\">0.250000</td><td  style=\"vertical-align:top\">1.673714</td><td  style=\"vertical-align:top\">15.950000</td></tr><tr><td  style=\"vertical-align:top\">0.500000</td><td  style=\"vertical-align:top\">2.880719</td><td  style=\"vertical-align:top\">21.000000</td></tr><tr><td  style=\"vertical-align:top\">0.750000</td><td  style=\"vertical-align:top\">5.471756</td><td  style=\"vertical-align:top\">30.720000</td></tr><tr><td  style=\"vertical-align:top\">0.900000</td><td  style=\"vertical-align:top\">14.741554</td><td  style=\"vertical-align:top\">60.300000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-922746863\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"quantile\",\"distance\",\"amount\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"java.math.BigDecimal\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":3},\"kotlin_dataframe\":[{\"quantile\":\"0.10\",\"distance\":1.0299776,\"amount\":12.6},{\"quantile\":\"0.25\",\"distance\":1.6737136000000001,\"amount\":15.95},{\"quantile\":\"0.50\",\"distance\":2.8807186000000002,\"amount\":21.0},{\"quantile\":\"0.75\",\"distance\":5.471756,\"amount\":30.72},{\"quantile\":\"0.90\",\"distance\":14.7415544,\"amount\":60.3}]}"
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 8
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-11-05T21:26:22.357232Z",
     "start_time": "2024-11-05T21:26:22.163599Z"
    }
   },
   "source": [
    "    plotGrid(\n",
    "    listOf(\n",
    "        dfHist.plot {\n",
    "            layout.size=512 to 300\n",
    "            bars {\n",
    "                x(quantile.map { \"${it?.toDouble()?.times(100)}%\" })\n",
    "                y(distance){\n",
    "                    axis.name=\"distance in Km\"\n",
    "                }\n",
    "            }\n",
    "        },\n",
    "        dfHist.plot {\n",
    "            layout.size=512 to 300\n",
    "            bars {\n",
    "                x(quantile.map { \"${it?.toDouble()?.times(100)}%\" })\n",
    "                y(amount){\n",
    "                    axis.name=\"amount in $\"\n",
    "                }\n",
    "            }\n",
    "        }\n",
    "    )\n",
    ")\n",
    "            "
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe src='about:blank' style='border:none !important;' width='600' height='400' 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;vAomvj&quot;>&lt;/div>\n",
       "   &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;plot&quot;>\n",
       "       var plotSpec={\n",
       "&quot;layout&quot;:{\n",
       "&quot;name&quot;:&quot;grid&quot;,\n",
       "&quot;ncol&quot;:2,\n",
       "&quot;nrow&quot;:1,\n",
       "&quot;fit&quot;:true,\n",
       "&quot;align&quot;:false\n",
       "},\n",
       "&quot;figures&quot;:[{\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;quantile&quot;,\n",
       "&quot;y&quot;:&quot;distance&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;position&quot;:&quot;dodge&quot;,\n",
       "&quot;geom&quot;:&quot;bar&quot;,\n",
       "&quot;data&quot;:{\n",
       "}\n",
       "}],\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "&quot;distance&quot;:[1.0299776,1.6737136000000001,2.8807186000000002,5.471756,14.7415544],\n",
       "&quot;quantile&quot;:[&quot;10.0%&quot;,&quot;25.0%&quot;,&quot;50.0%&quot;,&quot;75.0%&quot;,&quot;90.0%&quot;]\n",
       "},\n",
       "&quot;ggsize&quot;:{\n",
       "&quot;width&quot;:512.0,\n",
       "&quot;height&quot;:300.0\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;discrete&quot;:true\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;name&quot;:&quot;distance in Km&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "}]\n",
       "},{\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;quantile&quot;,\n",
       "&quot;y&quot;:&quot;amount&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;position&quot;:&quot;dodge&quot;,\n",
       "&quot;geom&quot;:&quot;bar&quot;,\n",
       "&quot;data&quot;:{\n",
       "}\n",
       "}],\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "&quot;amount&quot;:[12.6,15.95,21.0,30.72,60.3],\n",
       "&quot;quantile&quot;:[&quot;10.0%&quot;,&quot;25.0%&quot;,&quot;50.0%&quot;,&quot;75.0%&quot;,&quot;90.0%&quot;]\n",
       "},\n",
       "&quot;ggsize&quot;:{\n",
       "&quot;width&quot;:512.0,\n",
       "&quot;height&quot;:300.0\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;discrete&quot;:true\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;name&quot;:&quot;amount in $&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "}]\n",
       "}],\n",
       "&quot;kind&quot;:&quot;subplots&quot;\n",
       "};\n",
       "       var plotContainer = document.getElementById(&quot;vAomvj&quot;);\n",
       "       LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer);\n",
       "   &lt;/script>\n",
       "   &lt;/body>\n",
       "&lt;/html>\"></iframe>            <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=209dcd0d-bfa0-4f48-a074-4567ff1dfb73 width=\"100%\" height=\"100%\" style=\"max-width: 900.0px; max-height: 400.0px;\" viewBox=\"0 0 900.0 400.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
       "  <g id=\"pGblNJL\">\n",
       "    <rect x=\"0.0\" y=\"0.0\" height=\"400.0\" width=\"900.0\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\">\n",
       "    </rect>\n",
       "  </g>\n",
       "  <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" width=\"448.0\" height=\"400.0\" x=\"0.0\" y=\"0.0\">\n",
       "    <style type=\"text/css\">\n",
       "    .plt-container {\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   user-select: none;\n",
       "   -webkit-user-select: none;\n",
       "   -moz-user-select: none;\n",
       "   -ms-user-select: none;\n",
       "}\n",
       "text {\n",
       "   text-rendering: optimizeLegibility;\n",
       "}\n",
       "#pnktuiZ .plot-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 16.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pnktuiZ .plot-subtitle {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pnktuiZ .plot-caption {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pnktuiZ .legend-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pnktuiZ .legend-item {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pnktuiZ .axis-title-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pnktuiZ .axis-text-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dqj2l7D .axis-tooltip-text-x {\n",
       "   fill: #ffffff;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pnktuiZ .axis-title-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pnktuiZ .axis-text-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dqj2l7D .axis-tooltip-text-y {\n",
       "   fill: #ffffff;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pnktuiZ .facet-strip-text-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#pnktuiZ .facet-strip-text-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dqj2l7D .tooltip-text {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dqj2l7D .tooltip-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: bold;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dqj2l7D .tooltip-label {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: bold;\n",
       "   font-style: normal;   \n",
       "}\n",
       "\n",
       "    </style>\n",
       "    <g id=\"pnktuiZ\">\n",
       "      <path fill-rule=\"evenodd\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" d=\"M0.0 0.0 L0.0 400.0 L448.0 400.0 L448.0 0.0 Z\">\n",
       "      </path>\n",
       "      <g transform=\"translate(29.5 6.5 ) \">\n",
       "        <g>\n",
       "          <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "            <g>\n",
       "              <line x1=\"47.83494583167761\" y1=\"0.0\" x2=\"47.83494583167761\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"121.4271701881047\" y1=\"0.0\" x2=\"121.4271701881047\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"195.01939454453176\" y1=\"0.0\" x2=\"195.01939454453176\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"268.61161890095883\" y1=\"0.0\" x2=\"268.61161890095883\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"342.2038432573859\" y1=\"0.0\" x2=\"342.2038432573859\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "            <g>\n",
       "              <line x1=\"0.0\" y1=\"341.0\" x2=\"390.0387890890636\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"296.93925905643914\" x2=\"390.0387890890636\" y2=\"296.93925905643914\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"252.8785181128783\" x2=\"390.0387890890636\" y2=\"252.8785181128783\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"208.81777716931748\" x2=\"390.0387890890636\" y2=\"208.81777716931748\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"164.75703622575662\" x2=\"390.0387890890636\" y2=\"164.75703622575662\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"120.69629528219576\" x2=\"390.0387890890636\" y2=\"120.69629528219576\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"76.63555433863496\" x2=\"390.0387890890636\" y2=\"76.63555433863496\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"32.5748133950741\" x2=\"390.0387890890636\" y2=\"32.5748133950741\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g clip-path=\"url(#cCqP1fV)\" clip-bounds-jfx=\"[rect (21.961210910936405, 0.0), (390.0387890890636, 341.0)]\">\n",
       "          <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "            <g>\n",
       "              <g>\n",
       "                <rect x=\"309.0873422969937\" y=\"16.23809523809524\" height=\"324.76190476190476\" width=\"66.23300192078443\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(17,142,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                </rect>\n",
       "                <rect x=\"235.49511794056664\" y=\"220.45518818881266\" height=\"120.54481181118734\" width=\"66.2330019207844\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(17,142,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                </rect>\n",
       "                <rect x=\"161.90289358413958\" y=\"277.53670201705137\" height=\"63.46329798294863\" width=\"66.23300192078437\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(17,142,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                </rect>\n",
       "                <rect x=\"88.31066922771251\" y=\"304.12746932834267\" height=\"36.87253067165733\" width=\"66.23300192078437\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(17,142,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                </rect>\n",
       "                <rect x=\"14.71844487128542\" y=\"318.30921189436475\" height=\"22.69078810563525\" width=\"66.23300192078437\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(17,142,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                </rect>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "          <defs>\n",
       "            <clipPath id=\"cCqP1fV\">\n",
       "              <rect x=\"21.961210910936405\" y=\"0.0\" width=\"390.0387890890636\" height=\"341.0\">\n",
       "              </rect>\n",
       "            </clipPath>\n",
       "          </defs>\n",
       "        </g>\n",
       "        <g>\n",
       "          <g transform=\"translate(21.961210910936405 341.0 ) \">\n",
       "            <g transform=\"translate(47.83494583167761 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) \">\n",
       "                <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                  <tspan>10.0%</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(121.4271701881047 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) \">\n",
       "                <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                  <tspan>25.0%</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(195.01939454453176 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) \">\n",
       "                <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                  <tspan>50.0%</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(268.61161890095883 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) \">\n",
       "                <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                  <tspan>75.0%</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(342.2038432573859 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) \">\n",
       "                <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                  <tspan>90.0%</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"0.0\" x2=\"390.0387890890636\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "          </g>\n",
       "          <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "            <g transform=\"translate(0.0 341.0 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>0</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 296.93925905643914 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>2</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 252.8785181128783 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>4</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 208.81777716931748 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>6</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 164.75703622575662 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>8</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 120.69629528219576 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>10</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 76.63555433863496 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>12</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 32.5748133950741 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>14</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g transform=\"translate(16.0 177.0 ) rotate(-90.0 ) \">\n",
       "        <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "          <tspan>distance in Km</tspan>\n",
       "        </text>\n",
       "      </g>\n",
       "      <g transform=\"translate(246.4806054554682 393.0 ) \">\n",
       "        <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "          <tspan>quantile</tspan>\n",
       "        </text>\n",
       "      </g>\n",
       "      <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 400.0 L448.0 400.0 L448.0 0.0 Z\">\n",
       "      </path>\n",
       "    </g>\n",
       "    <g id=\"dqj2l7D\">\n",
       "    </g>\n",
       "  </svg>\n",
       "  <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" width=\"448.0\" height=\"400.0\" x=\"452.0\" y=\"0.0\">\n",
       "    <style type=\"text/css\">\n",
       "    .plt-container {\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   user-select: none;\n",
       "   -webkit-user-select: none;\n",
       "   -moz-user-select: none;\n",
       "   -ms-user-select: none;\n",
       "}\n",
       "text {\n",
       "   text-rendering: optimizeLegibility;\n",
       "}\n",
       "#p3pYINX .plot-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 16.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#p3pYINX .plot-subtitle {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#p3pYINX .plot-caption {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#p3pYINX .legend-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#p3pYINX .legend-item {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#p3pYINX .axis-title-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#p3pYINX .axis-text-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dEfRhWr .axis-tooltip-text-x {\n",
       "   fill: #ffffff;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#p3pYINX .axis-title-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 15.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#p3pYINX .axis-text-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dEfRhWr .axis-tooltip-text-y {\n",
       "   fill: #ffffff;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#p3pYINX .facet-strip-text-x {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#p3pYINX .facet-strip-text-y {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dEfRhWr .tooltip-text {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: normal;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dEfRhWr .tooltip-title {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: bold;\n",
       "   font-style: normal;   \n",
       "}\n",
       "#dEfRhWr .tooltip-label {\n",
       "   fill: #474747;\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   font-size: 13.0px;\n",
       "   font-weight: bold;\n",
       "   font-style: normal;   \n",
       "}\n",
       "\n",
       "    </style>\n",
       "    <g id=\"p3pYINX\">\n",
       "      <path fill-rule=\"evenodd\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" d=\"M0.0 0.0 L0.0 400.0 L448.0 400.0 L448.0 0.0 Z\">\n",
       "      </path>\n",
       "      <g transform=\"translate(29.5 6.5 ) \">\n",
       "        <g>\n",
       "          <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "            <g>\n",
       "              <line x1=\"47.83494583167761\" y1=\"0.0\" x2=\"47.83494583167761\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"121.4271701881047\" y1=\"0.0\" x2=\"121.4271701881047\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"195.01939454453176\" y1=\"0.0\" x2=\"195.01939454453176\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"268.61161890095883\" y1=\"0.0\" x2=\"268.61161890095883\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"342.2038432573859\" y1=\"0.0\" x2=\"342.2038432573859\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "            <g>\n",
       "              <line x1=\"0.0\" y1=\"341.0\" x2=\"390.0387890890636\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"287.14230435125955\" x2=\"390.0387890890636\" y2=\"287.14230435125955\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"233.28460870251917\" x2=\"390.0387890890636\" y2=\"233.28460870251917\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"179.42691305377872\" x2=\"390.0387890890636\" y2=\"179.42691305377872\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"125.5692174050383\" x2=\"390.0387890890636\" y2=\"125.5692174050383\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"71.71152175629788\" x2=\"390.0387890890636\" y2=\"71.71152175629788\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "              <line x1=\"0.0\" y1=\"17.85382610755744\" x2=\"390.0387890890636\" y2=\"17.85382610755744\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "              </line>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g clip-path=\"url(#c7KosOW)\" clip-bounds-jfx=\"[rect (21.961210910936405, 0.0), (390.0387890890636, 341.0)]\">\n",
       "          <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "            <g>\n",
       "              <g>\n",
       "                <rect x=\"309.0873422969937\" y=\"16.23809523809524\" height=\"324.76190476190476\" width=\"66.23300192078443\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(17,142,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                </rect>\n",
       "                <rect x=\"235.49511794056664\" y=\"175.54915896706942\" height=\"165.45084103293058\" width=\"66.2330019207844\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(17,142,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                </rect>\n",
       "                <rect x=\"161.90289358413958\" y=\"227.8988391376451\" height=\"113.1011608623549\" width=\"66.23300192078437\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(17,142,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                </rect>\n",
       "                <rect x=\"88.31066922771251\" y=\"255.09697544025903\" height=\"85.90302455974097\" width=\"66.23300192078437\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(17,142,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                </rect>\n",
       "                <rect x=\"14.71844487128542\" y=\"273.1393034825871\" height=\"67.86069651741292\" width=\"66.23300192078437\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(17,142,216)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                </rect>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "          <defs>\n",
       "            <clipPath id=\"c7KosOW\">\n",
       "              <rect x=\"21.961210910936405\" y=\"0.0\" width=\"390.0387890890636\" height=\"341.0\">\n",
       "              </rect>\n",
       "            </clipPath>\n",
       "          </defs>\n",
       "        </g>\n",
       "        <g>\n",
       "          <g transform=\"translate(21.961210910936405 341.0 ) \">\n",
       "            <g transform=\"translate(47.83494583167761 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) \">\n",
       "                <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                  <tspan>10.0%</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(121.4271701881047 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) \">\n",
       "                <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                  <tspan>25.0%</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(195.01939454453176 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) \">\n",
       "                <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                  <tspan>50.0%</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(268.61161890095883 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) \">\n",
       "                <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                  <tspan>75.0%</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(342.2038432573859 0.0 ) \">\n",
       "              <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "              </line>\n",
       "              <g transform=\"translate(0.0 7.0 ) \">\n",
       "                <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                  <tspan>90.0%</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"0.0\" x2=\"390.0387890890636\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "          </g>\n",
       "          <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "            <g transform=\"translate(0.0 341.0 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>0</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 287.14230435125955 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>10</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 233.28460870251917 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>20</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 179.42691305377872 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>30</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 125.5692174050383 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>40</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 71.71152175629788 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>50</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(0.0 17.85382610755744 ) \">\n",
       "              <g transform=\"translate(-3.0 0.0 ) \">\n",
       "                <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                  <tspan>60</tspan>\n",
       "                </text>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g transform=\"translate(16.0 177.0 ) rotate(-90.0 ) \">\n",
       "        <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "          <tspan>amount in $</tspan>\n",
       "        </text>\n",
       "      </g>\n",
       "      <g transform=\"translate(246.4806054554682 393.0 ) \">\n",
       "        <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "          <tspan>quantile</tspan>\n",
       "        </text>\n",
       "      </g>\n",
       "      <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 400.0 L448.0 400.0 L448.0 0.0 Z\">\n",
       "      </path>\n",
       "    </g>\n",
       "    <g id=\"dEfRhWr\">\n",
       "    </g>\n",
       "  </svg>\n",
       "</svg>\n",
       "        <script>document.getElementById(\"209dcd0d-bfa0-4f48-a074-4567ff1dfb73\").style.display = \"none\";</script>"
      ],
      "application/plot+json": {
       "output_type": "lets_plot_spec",
       "output": {
        "kind": "subplots",
        "figures": [
         {
          "mapping": {},
          "data": {
           "distance": [
            1.0299776,
            1.6737136000000001,
            2.8807186000000002,
            5.471756,
            14.7415544
           ],
           "quantile": [
            "10.0%",
            "25.0%",
            "50.0%",
            "75.0%",
            "90.0%"
           ]
          },
          "ggsize": {
           "width": 512.0,
           "height": 300.0
          },
          "kind": "plot",
          "scales": [
           {
            "aesthetic": "x",
            "discrete": true
           },
           {
            "aesthetic": "y",
            "name": "distance in Km",
            "limits": [
             null,
             null
            ]
           }
          ],
          "layers": [
           {
            "mapping": {
             "x": "quantile",
             "y": "distance"
            },
            "stat": "identity",
            "sampling": "none",
            "position": "dodge",
            "geom": "bar"
           }
          ]
         },
         {
          "mapping": {},
          "data": {
           "amount": [
            12.6,
            15.95,
            21.0,
            30.72,
            60.3
           ],
           "quantile": [
            "10.0%",
            "25.0%",
            "50.0%",
            "75.0%",
            "90.0%"
           ]
          },
          "ggsize": {
           "width": 512.0,
           "height": 300.0
          },
          "kind": "plot",
          "scales": [
           {
            "aesthetic": "x",
            "discrete": true
           },
           {
            "aesthetic": "y",
            "name": "amount in $",
            "limits": [
             null,
             null
            ]
           }
          ],
          "layers": [
           {
            "mapping": {
             "x": "quantile",
             "y": "amount"
            },
            "stat": "identity",
            "sampling": "none",
            "position": "dodge",
            "geom": "bar"
           }
          ]
         }
        ],
        "layout": {
         "name": "grid",
         "ncol": 2,
         "nrow": 1,
         "fit": true,
         "align": false
        }
       },
       "apply_color_scheme": true,
       "swing_enabled": true
      }
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 9
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Kotlin",
   "language": "kotlin",
   "name": "kotlin"
  },
  "language_info": {
   "codemirror_mode": "text/x-kotlin",
   "file_extension": ".kt",
   "mimetype": "text/x-kotlin",
   "name": "kotlin",
   "nbconvert_exporter": "",
   "pygments_lexer": "kotlin",
   "version": "1.9.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}