35875 lines
1.9 MiB
Vendored
35875 lines
1.9 MiB
Vendored
{
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"cells": [
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{
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"cell_type": "code",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-05-28T10:16:33.602396Z",
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"start_time": "2025-05-28T10:16:25.875493Z"
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}
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},
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"source": [
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"%useLatestDescriptors\n",
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"%use dataframe, kandy"
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],
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"outputs": [],
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"execution_count": 2
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},
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{
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"cell_type": "code",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-05-28T10:16:38.183961Z",
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"start_time": "2025-05-28T10:16:33.616915Z"
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}
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},
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"source": [
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"val df = DataFrame.readCsv(\n",
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" fileOrUrl = \"titanic.csv\",\n",
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" delimiter = ';',\n",
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" parserOptions = ParserOptions(locale = java.util.Locale.FRENCH),\n",
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")\n",
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"\n",
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"df.head()"
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],
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"outputs": [
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{
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"data": {
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"text/html": [
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" <iframe onload=\"o_resize_iframe_out_1()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_1\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
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" <head>\n",
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" <style type="text/css">\n",
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" :root {\n",
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" --background: #fff;\n",
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" --background-odd: #f5f5f5;\n",
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" --background-hover: #d9edfd;\n",
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" --header-text-color: #474747;\n",
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" --text-color: #848484;\n",
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" --text-color-dark: #000;\n",
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" --text-color-medium: #737373;\n",
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" --text-color-pale: #b3b3b3;\n",
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" --inner-border-color: #aaa;\n",
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" --bold-border-color: #000;\n",
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" --link-color: #296eaa;\n",
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" --link-color-pale: #296eaa;\n",
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" --link-hover: #1a466c;\n",
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"}\n",
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"\n",
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":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
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" --background: #303030;\n",
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" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
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" --text-color-dark: #dddddd;\n",
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" --text-color-medium: #b2b2b2;\n",
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" --text-color-pale: #737373;\n",
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" --inner-border-color: #707070;\n",
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" --bold-border-color: #777777;\n",
|
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" --link-color: #008dc0;\n",
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" --link-color-pale: #97e1fb;\n",
|
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" --link-hover: #00688e;\n",
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"}\n",
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"\n",
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"p.dataframe_description {\n",
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" color: var(--text-color-dark);\n",
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"}\n",
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"\n",
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"table.dataframe {\n",
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|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
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|
" background-color: var(--background);\n",
|
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" color: var(--text-color-dark);\n",
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" border: none;\n",
|
|
" border-collapse: collapse;\n",
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"}\n",
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"\n",
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"table.dataframe th, td {\n",
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" padding: 6px;\n",
|
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" border: 1px solid transparent;\n",
|
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" text-align: left;\n",
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|
"}\n",
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|
"\n",
|
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"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
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"}\n",
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"\n",
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"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
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"}\n",
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"\n",
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|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
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"}\n",
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"\n",
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"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
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|
"}\n",
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"\n",
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"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
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|
"}\n",
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"\n",
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"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
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"}\n",
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"\n",
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"table.dataframe a {\n",
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" cursor: pointer;\n",
|
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" color: var(--link-color);\n",
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" text-decoration: none;\n",
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"}\n",
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"\n",
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"table.dataframe tr:hover > td a {\n",
|
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" color: var(--link-color-pale);\n",
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"}\n",
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"\n",
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"table.dataframe a:hover {\n",
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" color: var(--link-hover);\n",
|
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" text-decoration: underline;\n",
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"}\n",
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"\n",
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"table.dataframe img {\n",
|
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" max-width: fit-content;\n",
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"}\n",
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"\n",
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"table.dataframe th.complex {\n",
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" background-color: var(--background);\n",
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" border: 1px solid var(--background);\n",
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"}\n",
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"\n",
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"table.dataframe .leftBorder {\n",
|
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" border-left-color: var(--inner-border-color);\n",
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"}\n",
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"\n",
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"table.dataframe .rightBorder {\n",
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" border-right-color: var(--inner-border-color);\n",
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"}\n",
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"\n",
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"table.dataframe .rightAlign {\n",
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" text-align: right;\n",
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"}\n",
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"\n",
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"table.dataframe .expanderSvg {\n",
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" width: 8px;\n",
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" height: 8px;\n",
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" margin-right: 3px;\n",
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"}\n",
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"\n",
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"table.dataframe .expander {\n",
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" display: flex;\n",
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" align-items: center;\n",
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"}\n",
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"\n",
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"/* formatting */\n",
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"\n",
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"table.dataframe .null {\n",
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" color: var(--text-color-pale);\n",
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"}\n",
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"\n",
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"table.dataframe .structural {\n",
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" color: var(--text-color-medium);\n",
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" font-weight: bold;\n",
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"}\n",
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"\n",
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"table.dataframe .dataFrameCaption {\n",
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" font-weight: bold;\n",
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"}\n",
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"\n",
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"table.dataframe .numbers {\n",
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" color: var(--text-color-dark);\n",
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"}\n",
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"\n",
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"table.dataframe td:hover .formatted .structural, .null {\n",
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" color: var(--text-color-dark);\n",
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"}\n",
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"\n",
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"table.dataframe tr:hover .formatted .structural, .null {\n",
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" color: var(--text-color-dark);\n",
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"}\n",
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"\n",
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"\n",
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":root {\n",
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" --scroll-bg: #f5f5f5;\n",
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" --scroll-fg: #b3b3b3;\n",
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"}\n",
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":root[theme="dark"], :root [data-jp-theme-light="false"]{\n",
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" --scroll-bg: #3c3c3c;\n",
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" --scroll-fg: #97e1fb;\n",
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"}\n",
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"body {\n",
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" scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
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"}\n",
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"body::-webkit-scrollbar {\n",
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" width: 10px; /* Mostly for vertical scrollbars */\n",
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" height: 10px; /* Mostly for horizontal scrollbars */\n",
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"}\n",
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"body::-webkit-scrollbar-thumb {\n",
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" background-color: var(--scroll-fg);\n",
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"}\n",
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"body::-webkit-scrollbar-track {\n",
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" background-color: var(--scroll-bg);\n",
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"}\n",
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" </style>\n",
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" </head>\n",
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" <body>\n",
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" <table class="dataframe" id="df_-536870912"></table>\n",
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"\n",
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"<p class="dataframe_description">DataFrame: rowsCount = 5, columnsCount = 14</p>\n",
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"\n",
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" </body>\n",
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" <script>\n",
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" (function () {\n",
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" window.DataFrame = window.DataFrame || new (function () {\n",
|
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" this.addTable = function (df) {\n",
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" let cols = df.cols;\n",
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" for (let i = 0; i < cols.length; i++) {\n",
|
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" for (let c of cols[i].children) {\n",
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" cols[c].parent = i;\n",
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" }\n",
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" }\n",
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" df.nrow = 0\n",
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" for (let i = 0; i < df.cols.length; i++) {\n",
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" if (df.cols[i].values.length > df.nrow) df.nrow = df.cols[i].values.length\n",
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" }\n",
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" if (df.id === df.rootId) {\n",
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" df.expandedFrames = new Set()\n",
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" df.childFrames = {}\n",
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" const table = this.getTableElement(df.id)\n",
|
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" table.df = df\n",
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" for (let i = 0; i < df.cols.length; i++) {\n",
|
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" let col = df.cols[i]\n",
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" if (col.parent === undefined && col.children.length > 0) col.expanded = true\n",
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" }\n",
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" } else {\n",
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" const rootDf = this.getTableData(df.rootId)\n",
|
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" rootDf.childFrames[df.id] = df\n",
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" }\n",
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" }\n",
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"\n",
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" this.computeRenderData = function (df) {\n",
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" let result = []\n",
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" let pos = 0\n",
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" for (let col = 0; col < df.cols.length; col++) {\n",
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" if (df.cols[col].parent === undefined)\n",
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" pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
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" }\n",
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" for (let i = 0; i < result.length; i++) {\n",
|
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" let row = result[i]\n",
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" for (let j = 0; j < row.length; j++) {\n",
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" let cell = row[j]\n",
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" if (j === 0)\n",
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" cell.leftBd = false\n",
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" if (j < row.length - 1) {\n",
|
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" let nextData = row[j + 1]\n",
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" if (nextData.leftBd) cell.rightBd = true\n",
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" else if (cell.rightBd) nextData.leftBd = true\n",
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" } else cell.rightBd = false\n",
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" }\n",
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" }\n",
|
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" return result\n",
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" }\n",
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"\n",
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" this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
|
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" if (result.length === depth) {\n",
|
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" const array = [];\n",
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" if (pos > 0) {\n",
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" let j = 0\n",
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" for (let i = 0; j < pos; i++) {\n",
|
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" let c = result[depth - 1][i]\n",
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" j += c.span\n",
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" let copy = Object.assign({empty: true}, c)\n",
|
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" array.push(copy)\n",
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" }\n",
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" }\n",
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" result.push(array)\n",
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" }\n",
|
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" const col = cols[colId];\n",
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" let size = 0;\n",
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" if (col.expanded) {\n",
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" let childPos = pos\n",
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" for (let i = 0; i < col.children.length; i++) {\n",
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" let child = col.children[i]\n",
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" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
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" let childRight = i === col.children.length - 1 && (col.children.length > 1 || rightBorder)\n",
|
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" let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
|
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" childPos += childSize\n",
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" size += childSize\n",
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" }\n",
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" } else {\n",
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" for (let i = depth + 1; i < result.length; i++)\n",
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" result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
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" size = 1\n",
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" }\n",
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" let left = leftBorder\n",
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" let right = rightBorder\n",
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" if (size > 1) {\n",
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" left = true\n",
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" right = true\n",
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" }\n",
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" result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
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" return size\n",
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" }\n",
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"\n",
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" this.getTableElement = function (id) {\n",
|
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" return document.getElementById("df_" + id)\n",
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" }\n",
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"\n",
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" this.getTableData = function (id) {\n",
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" return this.getTableElement(id).df\n",
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" }\n",
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"\n",
|
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" this.createExpander = function (isExpanded) {\n",
|
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" const svgNs = "http://www.w3.org/2000/svg"\n",
|
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" let svg = document.createElementNS(svgNs, "svg")\n",
|
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" svg.classList.add("expanderSvg")\n",
|
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" let path = document.createElementNS(svgNs, "path")\n",
|
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" if (isExpanded) {\n",
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" svg.setAttribute("viewBox", "0 -2 8 8")\n",
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" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
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" } else {\n",
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" svg.setAttribute("viewBox", "-2 0 8 8")\n",
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" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
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" }\n",
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" path.setAttribute("fill", "currentColor")\n",
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" svg.appendChild(path)\n",
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" return svg\n",
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" }\n",
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"\n",
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" this.renderTable = function (id) {\n",
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"\n",
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" let table = this.getTableElement(id)\n",
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"\n",
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" if (table === null) return\n",
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"\n",
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" table.innerHTML = ""\n",
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"\n",
|
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" let df = table.df\n",
|
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" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
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"\n",
|
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" // header\n",
|
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" let header = document.createElement("thead")\n",
|
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" table.appendChild(header)\n",
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"\n",
|
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" let renderData = this.computeRenderData(df)\n",
|
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" for (let j = 0; j < renderData.length; j++) {\n",
|
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" let rowData = renderData[j]\n",
|
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" let tr = document.createElement("tr");\n",
|
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" let isLastRow = j === renderData.length - 1\n",
|
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" header.appendChild(tr);\n",
|
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" for (let i = 0; i < rowData.length; i++) {\n",
|
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" let cell = rowData[i]\n",
|
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" let th = document.createElement("th");\n",
|
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" th.setAttribute("colspan", cell.span)\n",
|
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" let colId = cell.id\n",
|
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" let col = df.cols[colId];\n",
|
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" if (!cell.empty) {\n",
|
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" if (col.children.length === 0) {\n",
|
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" th.innerHTML = col.name\n",
|
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" } else {\n",
|
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" let link = document.createElement("a")\n",
|
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" link.className = "expander"\n",
|
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" let that = this\n",
|
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" link.onclick = function () {\n",
|
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" col.expanded = !col.expanded\n",
|
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" that.renderTable(id)\n",
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" }\n",
|
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" link.appendChild(this.createExpander(col.expanded))\n",
|
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" link.innerHTML += col.name\n",
|
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" th.appendChild(link)\n",
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" }\n",
|
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" }\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
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" classes += " bottomBorder"\n",
|
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" if (classes.length > 0)\n",
|
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" th.setAttribute("class", classes)\n",
|
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" tr.appendChild(th)\n",
|
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" }\n",
|
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" }\n",
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"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
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"\n",
|
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" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
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" let tr = document.createElement("tr");\n",
|
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" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
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" let cell = columns[i]\n",
|
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" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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",
|
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" }\n",
|
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" link.appendChild(this.createExpander(expanded))\n",
|
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" link.innerHTML += value.value\n",
|
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" if (expanded) {\n",
|
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" td.appendChild(link)\n",
|
|
" td.appendChild(document.createElement("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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",
|
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" const footer = document.createElement("p")\n",
|
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" footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
|
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" td.appendChild(footer)\n",
|
|
" }\n",
|
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" } else {\n",
|
|
" td.appendChild(link)\n",
|
|
" }\n",
|
|
" } else if (value.style !== undefined) {\n",
|
|
" td.innerHTML = value.value\n",
|
|
" td.setAttribute("style", value.style)\n",
|
|
" } else td.innerHTML = value\n",
|
|
" this.nodeScriptReplace(td)\n",
|
|
" }\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
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" this.nodeScriptReplace = function (node) {\n",
|
|
" if (this.nodeScriptIs(node) === true) {\n",
|
|
" node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
|
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" } else {\n",
|
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" let i = -1, children = node.childNodes;\n",
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" while (++i < children.length) {\n",
|
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" this.nodeScriptReplace(children[i]);\n",
|
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" }\n",
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" }\n",
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"\n",
|
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" return node;\n",
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" }\n",
|
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"\n",
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" this.nodeScriptClone = function (node) {\n",
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" let script = document.createElement("script");\n",
|
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" script.text = node.innerHTML;\n",
|
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"\n",
|
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" let i = -1, attrs = node.attributes, attr;\n",
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" while (++i < attrs.length) {\n",
|
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" script.setAttribute((attr = attrs[i]).name, attr.value);\n",
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" }\n",
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" return script;\n",
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" }\n",
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"\n",
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" this.nodeScriptIs = function (node) {\n",
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" return node.tagName === 'SCRIPT';\n",
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" }\n",
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" })()\n",
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"\n",
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" return f();\n",
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" };\n",
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"\n",
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" let funQueue = window["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
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"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"pclass: Int\">pclass</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>"] }, \n",
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"{ name: "<span title=\"name: String\">name</span>", children: [], rightAlign: false, values: ["Allen, Miss. Elisabeth Walton","Allison, Master. Hudson Trevor","Allison, Miss. Helen Loraine","Allison, Mr. Hudson Joshua Creighton","<span class=\"formatted\" title=\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></span>"] }, \n",
|
|
"{ name: "<span title=\"sex: String?\">sex</span>", children: [], rightAlign: false, values: ["<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","male","female","male","female"] }, \n",
|
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"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">29.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.9167</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">30.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">25.0000</span></span>"] }, \n",
|
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"{ name: "<span title=\"sibsp: Int?\">sibsp</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>"] }, \n",
|
|
"{ name: "<span title=\"parch: Int?\">parch</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>"] }, \n",
|
|
"{ name: "<span title=\"ticket: String\">ticket</span>", children: [], rightAlign: false, values: ["24160","113781","113781","113781","113781"] }, \n",
|
|
"{ name: "<span title=\"fare: Double\">fare</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">211.3375</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>"] }, \n",
|
|
"{ name: "<span title=\"cabin: String\">cabin</span>", children: [], rightAlign: false, values: ["B5","C22 C26","C22 C26","C22 C26","C22 C26"] }, \n",
|
|
"{ name: "<span title=\"embarked: String?\">embarked</span>", children: [], rightAlign: false, values: ["<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","AA","S","S","S"] }, \n",
|
|
"{ name: "<span title=\"boat: String?\">boat</span>", children: [], rightAlign: false, values: ["2","11","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>"] }, \n",
|
|
"{ name: "<span title=\"body: Int?\">body</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">135</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>"] }, \n",
|
|
"{ name: "<span title=\"homedest: String\">homedest</span>", children: [], rightAlign: false, values: ["St Louis, MO","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON"] }, \n",
|
|
"], id: -536870912, rootId: -536870912, totalRows: 5 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870912) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></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 theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870911\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">ticket</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th><th class=\"bottomBorder\" style=\"text-align:left\">cabin</th><th class=\"bottomBorder\" style=\"text-align:left\">embarked</th><th class=\"bottomBorder\" style=\"text-align:left\">boat</th><th class=\"bottomBorder\" style=\"text-align:left\">body</th><th class=\"bottomBorder\" style=\"text-align:left\">homedest</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">29.000000</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">24160</td><td style=\"vertical-align:top\">211.337500</td><td style=\"vertical-align:top\">B5</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">St Louis, MO</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">0.916700</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">AA</td><td style=\"vertical-align:top\">11</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">30.000000</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">135</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">25.000000</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870911\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\",\"name\",\"sex\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"embarked\",\"boat\",\"body\",\"homedest\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":5,\"ncol\":14},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"sex\":null,\"age\":29.0,\"sibsp\":null,\"parch\":null,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"embarked\":null,\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\"},{\"pclass\":1,\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"sex\":\"male\",\"age\":0.9167,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"AA\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"sex\":\"female\",\"age\":2.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"sex\":\"male\",\"age\":30.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"sex\":\"female\",\"age\":25.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"}]}"
|
|
},
|
|
"execution_count": 3,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 3
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"We have a dataset that uses an alternative pattern for decimal numbers. This is a reason why the French locale will be used in the example.\n",
|
|
"\n",
|
|
"But before data conversion, we should handle *null* values."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:16:38.794245Z",
|
|
"start_time": "2025-05-28T10:16:38.197758Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"df.describe()"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_2()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_2\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870910"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 14, columnsCount = 14</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"name: String\">name</span>", children: [], rightAlign: false, values: ["pclass","survived","name","sex","age","sibsp","parch","ticket","fare","cabin","embarked","boat","body","homedest"] }, \n",
|
|
"{ name: "<span title=\"type: String\">type</span>", children: [], rightAlign: false, values: ["Int","Int","String","String?","Double?","Int?","Int?","String","Double?","String?","String?","String?","Int?","String?"] }, \n",
|
|
"{ name: "<span title=\"count: Int\">count</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1309</span></span>"] }, \n",
|
|
"{ name: "<span title=\"unique: Int\">unique</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1307</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">99</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">8</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">9</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">929</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">282</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">187</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">28</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">122</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">370</span></span>"] }, \n",
|
|
"{ name: "<span title=\"nulls: Int\">nulls</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">263</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1014</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">823</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1188</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">564</span></span>"] }, \n",
|
|
"{ name: "<span title=\"top: Comparable<*>\">top</span>", children: [], rightAlign: false, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","Connolly, Miss. Kate","male","<span class=\"formatted\" title=\"\"><span class=\"numbers\">24.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","CA. 2343","<span class=\"formatted\" title=\"\"><span class=\"numbers\">8.1</span></span>","C23 C25 C27","S","13","<span class=\"formatted\" title=\"\"><span class=\"numbers\">135</span></span>","New York, NY"] }, \n",
|
|
"{ name: "<span title=\"freq: Int\">freq</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">709</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">809</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">843</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">47</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">890</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1001</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">11</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">60</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">912</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">39</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">64</span></span>"] }, \n",
|
|
"{ name: "<span title=\"mean: Double?\">mean</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.294882</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.381971</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">29.881135</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.499235</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.385321</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">33.295479</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">160.809917</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>"] }, \n",
|
|
"{ name: "<span title=\"std: Double?\">std</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.837836</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.486055</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">14.413500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.041965</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.865826</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">51.758668</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">97.696922</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>"] }, \n",
|
|
"{ name: "<span title=\"min: Comparable<*>\">min</span>", children: [], rightAlign: false, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","Abbing, Mr. Anthony","female","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","110152","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","A10","AA","1","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","?Havana, Cuba"] }, \n",
|
|
"{ name: "<span title=\"p25: Comparable<*>\">p25</span>", children: [], rightAlign: false, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","Devaney, Miss. Margaret Delia","female","<span class=\"formatted\" title=\"\"><span class=\"numbers\">21.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","248738","<span class=\"formatted\" title=\"\"><span class=\"numbers\">7.9</span></span>","B73","Q","14","<span class=\"formatted\" title=\"\"><span class=\"numbers\">71.3</span></span>","England"] }, \n",
|
|
"{ name: "<span title=\"median: Comparable<*>\">median</span>", children: [], rightAlign: false, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">3.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","Kink, Miss. Maria","male","<span class=\"formatted\" title=\"\"><span class=\"numbers\">28.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","347082","<span class=\"formatted\" title=\"\"><span class=\"numbers\">14.5</span></span>","C62 C64","S","3","<span class=\"formatted\" title=\"\"><span class=\"numbers\">155.0</span></span>","Lucca, Italy / California"] }, \n",
|
|
"{ name: "<span title=\"p75: Comparable<*>\">p75</span>", children: [], rightAlign: false, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">3.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"Quick, Mrs. Frederick Charles (Jane Richards)\">Quick, Mrs. Frederick Charles (Jane R<span class=\"structural\">...</span></span>","male","<span class=\"formatted\" title=\"\"><span class=\"numbers\">39.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","A/5 3536","<span class=\"formatted\" title=\"\"><span class=\"numbers\">31.3</span></span>","D48","S","8","<span class=\"formatted\" title=\"\"><span class=\"numbers\">256.7</span></span>","Provo, UT"] }, \n",
|
|
"{ name: "<span title=\"max: Comparable<*>\">max</span>", children: [], rightAlign: false, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","van Melkebeke, Mr. Philemon","male","<span class=\"formatted\" title=\"\"><span class=\"numbers\">80.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">8</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">9</span></span>","WE/P 5735","<span class=\"formatted\" title=\"\"><span class=\"numbers\">512.3</span></span>","T","S","D","<span class=\"formatted\" title=\"\"><span class=\"numbers\">328</span></span>","Zurich, Switzerland"] }, \n",
|
|
"], id: -536870910, rootId: -536870910, totalRows: 14 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870910) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_2() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_2\");\n",
|
|
" resize_iframe_out_2(elem);\n",
|
|
" setInterval(resize_iframe_out_2, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_2(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
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|
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"\n",
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"}\n",
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"\n",
|
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"table.dataframe .expander {\n",
|
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" display: flex;\n",
|
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|
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"}\n",
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"\n",
|
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"/* formatting */\n",
|
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"\n",
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"table.dataframe .null {\n",
|
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|
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" color: var(--text-color-medium);\n",
|
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"\n",
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" color: var(--text-color-dark);\n",
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|
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" </style>\n",
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" </head>\n",
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" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870909\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">type</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th><th class=\"bottomBorder\" style=\"text-align:left\">unique</th><th class=\"bottomBorder\" style=\"text-align:left\">nulls</th><th class=\"bottomBorder\" style=\"text-align:left\">top</th><th class=\"bottomBorder\" style=\"text-align:left\">freq</th><th class=\"bottomBorder\" style=\"text-align:left\">mean</th><th class=\"bottomBorder\" style=\"text-align:left\">std</th><th class=\"bottomBorder\" style=\"text-align:left\">min</th><th class=\"bottomBorder\" style=\"text-align:left\">p25</th><th class=\"bottomBorder\" style=\"text-align:left\">median</th><th class=\"bottomBorder\" style=\"text-align:left\">p75</th><th class=\"bottomBorder\" style=\"text-align:left\">max</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">pclass</td><td style=\"vertical-align:top\">Int</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">3</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">3</td><td style=\"vertical-align:top\">709</td><td style=\"vertical-align:top\">2.294882</td><td style=\"vertical-align:top\">0.837836</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">3.000000</td><td style=\"vertical-align:top\">3.000000</td><td style=\"vertical-align:top\">3</td></tr><tr><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">Int</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">809</td><td style=\"vertical-align:top\">0.381971</td><td style=\"vertical-align:top\">0.486055</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">name</td><td style=\"vertical-align:top\">String</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">1307</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Connolly, Miss. Kate</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Abbing, Mr. Anthony</td><td style=\"vertical-align:top\">Devaney, Miss. Margaret Delia</td><td style=\"vertical-align:top\">Kink, Miss. Maria</td><td style=\"vertical-align:top\">Quick, Mrs. Frederick Charles (Jane R<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">van Melkebeke, Mr. Philemon</td></tr><tr><td style=\"vertical-align:top\">sex</td><td style=\"vertical-align:top\">String?</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">3</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">843</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">male</td></tr><tr><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">Double?</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">99</td><td style=\"vertical-align:top\">263</td><td style=\"vertical-align:top\">24.000000</td><td style=\"vertical-align:top\">47</td><td style=\"vertical-align:top\">29.881135</td><td style=\"vertical-align:top\">14.413500</td><td style=\"vertical-align:top\">0.166700</td><td style=\"vertical-align:top\">21.000000</td><td style=\"vertical-align:top\">28.000000</td><td style=\"vertical-align:top\">39.000000</td><td style=\"vertical-align:top\">80.000000</td></tr><tr><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">Int?</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">8</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">890</td><td style=\"vertical-align:top\">0.499235</td><td style=\"vertical-align:top\">1.041965</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">8</td></tr><tr><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">Int?</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">9</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">1001</td><td style=\"vertical-align:top\">0.385321</td><td style=\"vertical-align:top\">0.865826</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">9</td></tr><tr><td style=\"vertical-align:top\">ticket</td><td style=\"vertical-align:top\">String</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">929</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">CA. 2343</td><td style=\"vertical-align:top\">11</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">110152</td><td style=\"vertical-align:top\">248738</td><td style=\"vertical-align:top\">347082</td><td style=\"vertical-align:top\">A/5 3536</td><td style=\"vertical-align:top\">WE/P 5735</td></tr><tr><td style=\"vertical-align:top\">fare</td><td style=\"vertical-align:top\">Double?</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">282</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">8.050000</td><td style=\"vertical-align:top\">60</td><td style=\"vertical-align:top\">33.295479</td><td style=\"vertical-align:top\">51.758668</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">7.895800</td><td style=\"vertical-align:top\">14.454200</td><td style=\"vertical-align:top\">31.275000</td><td style=\"vertical-align:top\">512.329200</td></tr><tr><td style=\"vertical-align:top\">cabin</td><td style=\"vertical-align:top\">String?</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">187</td><td style=\"vertical-align:top\">1014</td><td style=\"vertical-align:top\">C23 C25 C27</td><td style=\"vertical-align:top\">6</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">A10</td><td style=\"vertical-align:top\">B73</td><td style=\"vertical-align:top\">C62 C64</td><td style=\"vertical-align:top\">D48</td><td style=\"vertical-align:top\">T</td></tr><tr><td style=\"vertical-align:top\">embarked</td><td style=\"vertical-align:top\">String?</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">5</td><td style=\"vertical-align:top\">3</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">912</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">AA</td><td style=\"vertical-align:top\">Q</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">S</td></tr><tr><td style=\"vertical-align:top\">boat</td><td style=\"vertical-align:top\">String?</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">28</td><td style=\"vertical-align:top\">823</td><td style=\"vertical-align:top\">13</td><td style=\"vertical-align:top\">39</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">14</td><td style=\"vertical-align:top\">3</td><td style=\"vertical-align:top\">8</td><td style=\"vertical-align:top\">D</td></tr><tr><td style=\"vertical-align:top\">body</td><td style=\"vertical-align:top\">Int?</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">122</td><td style=\"vertical-align:top\">1188</td><td style=\"vertical-align:top\">135</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">160.809917</td><td style=\"vertical-align:top\">97.696922</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">71.333333</td><td style=\"vertical-align:top\">155.000000</td><td style=\"vertical-align:top\">256.666667</td><td style=\"vertical-align:top\">328</td></tr><tr><td style=\"vertical-align:top\">homedest</td><td style=\"vertical-align:top\">String?</td><td style=\"vertical-align:top\">1309</td><td style=\"vertical-align:top\">370</td><td style=\"vertical-align:top\">564</td><td style=\"vertical-align:top\">New York, NY</td><td style=\"vertical-align:top\">64</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">?Havana, Cuba</td><td style=\"vertical-align:top\">England</td><td style=\"vertical-align:top\">Lucca, Italy / California</td><td style=\"vertical-align:top\">Provo, UT</td><td style=\"vertical-align:top\">Zurich, Switzerland</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
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" document.getElementById(\"static_df_-536870909\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"name\",\"type\",\"count\",\"unique\",\"nulls\",\"top\",\"freq\",\"mean\",\"std\",\"min\",\"p25\",\"median\",\"p75\",\"max\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"}],\"nrow\":14,\"ncol\":14},\"kotlin_dataframe\":[{\"name\":\"pclass\",\"type\":\"Int\",\"count\":1309,\"unique\":3,\"nulls\":0,\"top\":\"3\",\"freq\":709,\"mean\":2.294881588999236,\"std\":0.837836018970131,\"min\":\"1\",\"p25\":\"2.0\",\"median\":\"3.0\",\"p75\":\"3.0\",\"max\":\"3\"},{\"name\":\"survived\",\"type\":\"Int\",\"count\":1309,\"unique\":2,\"nulls\":0,\"top\":\"0\",\"freq\":809,\"mean\":0.3819709702062643,\"std\":0.48605517086648004,\"min\":\"0\",\"p25\":\"0.0\",\"median\":\"0.0\",\"p75\":\"1.0\",\"max\":\"1\"},{\"name\":\"name\",\"type\":\"String\",\"count\":1309,\"unique\":1307,\"nulls\":0,\"top\":\"Connolly, Miss. Kate\",\"freq\":2,\"mean\":null,\"std\":null,\"min\":\"Abbing, Mr. Anthony\",\"p25\":\"Devaney, Miss. Margaret Delia\",\"median\":\"Kink, Miss. Maria\",\"p75\":\"Quick, Mrs. Frederick Charles (Jane Richards)\",\"max\":\"van Melkebeke, Mr. Philemon\"},{\"name\":\"sex\",\"type\":\"String?\",\"count\":1309,\"unique\":3,\"nulls\":1,\"top\":\"male\",\"freq\":843,\"mean\":null,\"std\":null,\"min\":\"female\",\"p25\":\"female\",\"median\":\"male\",\"p75\":\"male\",\"max\":\"male\"},{\"name\":\"age\",\"type\":\"Double?\",\"count\":1309,\"unique\":99,\"nulls\":263,\"top\":\"24.0\",\"freq\":47,\"mean\":29.8811345124283,\"std\":14.413499699923594,\"min\":\"0.1667\",\"p25\":\"21.0\",\"median\":\"28.0\",\"p75\":\"39.0\",\"max\":\"80.0\"},{\"name\":\"sibsp\",\"type\":\"Int?\",\"count\":1309,\"unique\":8,\"nulls\":1,\"top\":\"0\",\"freq\":890,\"mean\":0.49923547400611623,\"std\":1.041965373922986,\"min\":\"0\",\"p25\":\"0.0\",\"median\":\"0.0\",\"p75\":\"1.0\",\"max\":\"8\"},{\"name\":\"parch\",\"type\":\"Int?\",\"count\":1309,\"unique\":9,\"nulls\":1,\"top\":\"0\",\"freq\":1001,\"mean\":0.3853211009174312,\"std\":0.8658257885990794,\"min\":\"0\",\"p25\":\"0.0\",\"median\":\"0.0\",\"p75\":\"0.0\",\"max\":\"9\"},{\"name\":\"ticket\",\"type\":\"String\",\"count\":1309,\"unique\":929,\"nulls\":0,\"top\":\"CA. 2343\",\"freq\":11,\"mean\":null,\"std\":null,\"min\":\"110152\",\"p25\":\"248738\",\"median\":\"347082\",\"p75\":\"A/5 3536\",\"max\":\"WE/P 5735\"},{\"name\":\"fare\",\"type\":\"Double?\",\"count\":1309,\"unique\":282,\"nulls\":1,\"top\":\"8.05\",\"freq\":60,\"mean\":33.29547928134572,\"std\":51.758668239174135,\"min\":\"0.0\",\"p25\":\"7.8958\",\"median\":\"14.4542\",\"p75\":\"31.275\",\"max\":\"512.3292\"},{\"name\":\"cabin\",\"type\":\"String?\",\"count\":1309,\"unique\":187,\"nulls\":1014,\"top\":\"C23 C25 C27\",\"freq\":6,\"mean\":null,\"std\":null,\"min\":\"A10\",\"p25\":\"B73\",\"median\":\"C62 C64\",\"p75\":\"D48\",\"max\":\"T\"},{\"name\":\"embarked\",\"type\":\"String?\",\"count\":1309,\"unique\":5,\"nulls\":3,\"top\":\"S\",\"freq\":912,\"mean\":null,\"std\":null,\"min\":\"AA\",\"p25\":\"Q\",\"median\":\"S\",\"p75\":\"S\",\"max\":\"S\"},{\"name\":\"boat\",\"type\":\"String?\",\"count\":1309,\"unique\":28,\"nulls\":823,\"top\":\"13\",\"freq\":39,\"mean\":null,\"std\":null,\"min\":\"1\",\"p25\":\"14\",\"median\":\"3\",\"p75\":\"8\",\"max\":\"D\"},{\"name\":\"body\",\"type\":\"Int?\",\"count\":1309,\"unique\":122,\"nulls\":1188,\"top\":\"135\",\"freq\":1,\"mean\":160.8099173553719,\"std\":97.6969219960031,\"min\":\"1\",\"p25\":\"71.33333333333333\",\"median\":\"155.0\",\"p75\":\"256.66666666666663\",\"max\":\"328\"},{\"name\":\"homedest\",\"type\":\"String?\",\"count\":1309,\"unique\":370,\"nulls\":564,\"top\":\"New York, NY\",\"freq\":64,\"mean\":null,\"std\":null,\"min\":\"?Havana, Cuba\",\"p25\":\"England\",\"median\":\"Lucca, Italy / California\",\"p75\":\"Provo, UT\",\"max\":\"Zurich, Switzerland\"}]}"
|
|
},
|
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"execution_count": 4,
|
|
"metadata": {},
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"output_type": "execute_result"
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}
|
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|
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"execution_count": 4
|
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{
|
|
"cell_type": "code",
|
|
"metadata": {
|
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"ExecuteTime": {
|
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"end_time": "2025-05-28T10:16:38.988769Z",
|
|
"start_time": "2025-05-28T10:16:38.801330Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"df"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
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|
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"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870908"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">... showing only top 20 of 1309 rows</p><p class="dataframe_description">DataFrame: rowsCount = 1309, columnsCount = 14</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"pclass: Int\">pclass</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>"] }, \n",
|
|
"{ name: "<span title=\"survived: Int\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"name: String\">name</span>", children: [], rightAlign: false, values: ["Allen, Miss. Elisabeth Walton","Allison, Master. Hudson Trevor","Allison, Miss. Helen Loraine","Allison, Mr. Hudson Joshua Creighton","<span class=\"formatted\" title=\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></span>","Anderson, Mr. Harry","Andrews, Miss. Kornelia Theodosia","Andrews, Mr. Thomas Jr","<span class=\"formatted\" title=\"Appleton, Mrs. Edward Dale (Charlotte Lamson)\">Appleton, Mrs. Edward Dale (Charlotte<span class=\"structural\">...</span></span>","Artagaveytia, Mr. Ramon","Astor, Col. John Jacob","<span class=\"formatted\" title=\"Astor, Mrs. John Jacob (Madeleine Talmadge Force)\">Astor, Mrs. John Jacob (Madeleine Tal<span class=\"structural\">...</span></span>","Aubart, Mme. Leontine Pauline","Barber, Miss. Ellen &#34;Nellie&#34;","Barkworth, Mr. Algernon Henry Wilson","Baumann, Mr. John D","Baxter, Mr. Quigg Edmond","<span class=\"formatted\" title=\"Baxter, Mrs. James (Helene DeLaudeniere Chaput)\">Baxter, Mrs. James (Helene DeLaudenie<span class=\"structural\">...</span></span>","Bazzani, Miss. Albina","Beattie, Mr. Thomson"] }, \n",
|
|
"{ name: "<span title=\"sex: String?\">sex</span>", children: [], rightAlign: false, values: ["<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","male","female","male","female","male","female","male","female","male","male","female","female","female","male","male","male","female","female","male"] }, \n",
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"{ name: "<span title=\"age: Double?\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">29.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.9167</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">30.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">25.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">48.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">63.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">39.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">53.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">71.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">47.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">18.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">24.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">26.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">80.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">24.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">50.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">32.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">36.0000</span></span>"] }, \n",
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|
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"{ name: "<span title=\"parch: Int?\">parch</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"ticket: String\">ticket</span>", children: [], rightAlign: false, values: ["24160","113781","113781","113781","113781","19952","13502","112050","11769","PC 17609","PC 17757","PC 17757","PC 17477","19877","27042","PC 17318","PC 17558","PC 17558","11813","13050"] }, \n",
|
|
"{ name: "<span title=\"fare: Double?\">fare</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">211.3375</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">26.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">77.9583</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">51.4792</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">49.5042</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">227.5250</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">227.5250</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">69.3000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">78.8500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">30.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">25.9250</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">247.5208</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">247.5208</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">76.2917</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">75.2417</span></span>"] }, \n",
|
|
"{ name: "<span title=\"cabin: String?\">cabin</span>", children: [], rightAlign: false, values: ["B5","C22 C26","C22 C26","C22 C26","C22 C26","E12","D7","A36","C101","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","C62 C64","C62 C64","B35","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","A23","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","B58 B60","B58 B60","D15","C6"] }, \n",
|
|
"{ name: "<span title=\"embarked: String?\">embarked</span>", children: [], rightAlign: false, values: ["<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","AA","S","S","S","S","S","S","S","C","C","C","C","S","S","S","C","C","C","C"] }, \n",
|
|
"{ name: "<span title=\"boat: String?\">boat</span>", children: [], rightAlign: false, values: ["2","11","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","3","10","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","D","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","4","9","6","B","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","6","8","A"] }, \n",
|
|
"{ name: "<span title=\"body: Int?\">body</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">135</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">22</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">124</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>"] }, \n",
|
|
"{ name: "<span title=\"homedest: String?\">homedest</span>", children: [], rightAlign: false, values: ["St Louis, MO","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON","New York, NY","Hudson, NY","Belfast, NI","Bayside, Queens, NY","Montevideo, Uruguay","New York, NY","New York, NY","Paris, France","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","Hessle, Yorks","New York, NY","Montreal, PQ","Montreal, PQ","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","Winnipeg, MN"] }, \n",
|
|
"], id: -536870908, rootId: -536870908, totalRows: 1309 } ) });\n",
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_3() {\n",
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|
" let elem = document.getElementById(\"iframe_out_3\");\n",
|
|
" resize_iframe_out_3(elem);\n",
|
|
" setInterval(resize_iframe_out_3, 5000, elem);\n",
|
|
" }\n",
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" let h = el.contentWindow.document.body.scrollHeight;\n",
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|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
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" <head>\n",
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" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
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" --header-text-color: #474747;\n",
|
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" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
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" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
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" --text-color-dark: #dddddd;\n",
|
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" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
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" --inner-border-color: #707070;\n",
|
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" --bold-border-color: #777777;\n",
|
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" --link-color: #008dc0;\n",
|
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" --link-color-pale: #97e1fb;\n",
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" --link-hover: #00688e;\n",
|
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"\n",
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" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
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" font-size: 12px;\n",
|
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" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
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" border: none;\n",
|
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" border-collapse: collapse;\n",
|
|
"}\n",
|
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"\n",
|
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"table.dataframe th, td {\n",
|
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" padding: 6px;\n",
|
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" border: 1px solid transparent;\n",
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" text-align: left;\n",
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|
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|
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|
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" background-color: var(--background);\n",
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" color: var(--header-text-color);\n",
|
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|
|
"\n",
|
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"table.dataframe td {\n",
|
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" vertical-align: top;\n",
|
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|
|
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|
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"\n",
|
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"table.dataframe th.bottomBorder {\n",
|
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" border-bottom-color: var(--bold-border-color);\n",
|
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"}\n",
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"\n",
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"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
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"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
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" background: var(--background);\n",
|
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"}\n",
|
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"\n",
|
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"table.dataframe tbody > tr:hover {\n",
|
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" background: var(--background-hover);\n",
|
|
"}\n",
|
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"\n",
|
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"table.dataframe a {\n",
|
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" cursor: pointer;\n",
|
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" color: var(--link-color);\n",
|
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" text-decoration: none;\n",
|
|
"}\n",
|
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"\n",
|
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"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
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"}\n",
|
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"\n",
|
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"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
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" text-decoration: underline;\n",
|
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"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
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" max-width: fit-content;\n",
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"}\n",
|
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"\n",
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"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
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|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
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"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
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"\n",
|
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"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
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" height: 8px;\n",
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|
"}\n",
|
|
"\n",
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|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
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|
"\n",
|
|
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|
|
"\n",
|
|
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|
" color: var(--text-color-pale);\n",
|
|
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|
|
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|
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|
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|
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"\n",
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|
" font-weight: bold;\n",
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|
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|
|
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|
|
" color: var(--text-color-dark);\n",
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|
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|
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" color: var(--text-color-dark);\n",
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|
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|
|
"\n",
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"table.dataframe tr:hover .formatted .structural, .null {\n",
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" color: var(--text-color-dark);\n",
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|
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|
"\n",
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|
" </style>\n",
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|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870907\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">ticket</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th><th class=\"bottomBorder\" style=\"text-align:left\">cabin</th><th class=\"bottomBorder\" style=\"text-align:left\">embarked</th><th class=\"bottomBorder\" style=\"text-align:left\">boat</th><th class=\"bottomBorder\" style=\"text-align:left\">body</th><th class=\"bottomBorder\" style=\"text-align:left\">homedest</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">29.000000</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">24160</td><td style=\"vertical-align:top\">211.337500</td><td style=\"vertical-align:top\">B5</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">St Louis, MO</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">0.916700</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">AA</td><td style=\"vertical-align:top\">11</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">30.000000</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">135</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">25.000000</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Anderson, Mr. Harry</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">48.000000</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">19952</td><td style=\"vertical-align:top\">26.550000</td><td style=\"vertical-align:top\">E12</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">3</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">New York, NY</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Andrews, Miss. Kornelia Theodosia</td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">63.000000</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">13502</td><td style=\"vertical-align:top\">77.958300</td><td style=\"vertical-align:top\">D7</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">10</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Hudson, NY</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Andrews, Mr. Thomas Jr</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">39.000000</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">112050</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">A36</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Belfast, NI</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Appleton, Mrs. Edward Dale (Charlotte<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">53.000000</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">11769</td><td style=\"vertical-align:top\">51.479200</td><td style=\"vertical-align:top\">C101</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">D</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Bayside, Queens, NY</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Artagaveytia, Mr. Ramon</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">71.000000</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">PC 17609</td><td style=\"vertical-align:top\">49.504200</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">C</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">22</td><td style=\"vertical-align:top\">Montevideo, Uruguay</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Astor, Col. John Jacob</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">47.000000</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">PC 17757</td><td style=\"vertical-align:top\">227.525000</td><td style=\"vertical-align:top\">C62 C64</td><td style=\"vertical-align:top\">C</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">124</td><td style=\"vertical-align:top\">New York, NY</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Astor, Mrs. John Jacob (Madeleine Tal<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">18.000000</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">PC 17757</td><td style=\"vertical-align:top\">227.525000</td><td style=\"vertical-align:top\">C62 C64</td><td style=\"vertical-align:top\">C</td><td style=\"vertical-align:top\">4</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">New York, NY</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Aubart, Mme. Leontine Pauline</td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">24.000000</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">PC 17477</td><td style=\"vertical-align:top\">69.300000</td><td style=\"vertical-align:top\">B35</td><td style=\"vertical-align:top\">C</td><td style=\"vertical-align:top\">9</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Paris, France</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Barber, Miss. Ellen "Nellie"</td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">26.000000</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">19877</td><td style=\"vertical-align:top\">78.850000</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">6</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\">1</td><td style=\"vertical-align:top\">Barkworth, Mr. Algernon Henry Wilson</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">80.000000</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">27042</td><td style=\"vertical-align:top\">30.000000</td><td style=\"vertical-align:top\">A23</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">B</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Hessle, Yorks</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Baumann, Mr. John D</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">PC 17318</td><td style=\"vertical-align:top\">25.925000</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">New York, NY</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Baxter, Mr. Quigg Edmond</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">24.000000</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">PC 17558</td><td style=\"vertical-align:top\">247.520800</td><td style=\"vertical-align:top\">B58 B60</td><td style=\"vertical-align:top\">C</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Baxter, Mrs. James (Helene DeLaudenie<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">50.000000</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">PC 17558</td><td style=\"vertical-align:top\">247.520800</td><td style=\"vertical-align:top\">B58 B60</td><td style=\"vertical-align:top\">C</td><td style=\"vertical-align:top\">6</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Bazzani, Miss. Albina</td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">32.000000</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">11813</td><td style=\"vertical-align:top\">76.291700</td><td style=\"vertical-align:top\">D15</td><td style=\"vertical-align:top\">C</td><td style=\"vertical-align:top\">8</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\">0</td><td style=\"vertical-align:top\">Beattie, Mr. Thomson</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">36.000000</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">13050</td><td style=\"vertical-align:top\">75.241700</td><td style=\"vertical-align:top\">C6</td><td style=\"vertical-align:top\">C</td><td style=\"vertical-align:top\">A</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Winnipeg, MN</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870907\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\",\"name\",\"sex\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"embarked\",\"boat\",\"body\",\"homedest\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"}],\"nrow\":1309,\"ncol\":14},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"sex\":null,\"age\":29.0,\"sibsp\":null,\"parch\":null,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"embarked\":null,\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\"},{\"pclass\":1,\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"sex\":\"male\",\"age\":0.9167,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"AA\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"sex\":\"female\",\"age\":2.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"sex\":\"male\",\"age\":30.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"sex\":\"female\",\"age\":25.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":1,\"name\":\"Anderson, Mr. Harry\",\"sex\":\"male\",\"age\":48.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"19952\",\"fare\":26.55,\"cabin\":\"E12\",\"embarked\":\"S\",\"boat\":\"3\",\"body\":null,\"homedest\":\"New York, NY\"},{\"pclass\":1,\"survived\":1,\"name\":\"Andrews, Miss. Kornelia Theodosia\",\"sex\":\"female\",\"age\":63.0,\"sibsp\":1,\"parch\":0,\"ticket\":\"13502\",\"fare\":77.9583,\"cabin\":\"D7\",\"embarked\":\"S\",\"boat\":\"10\",\"body\":null,\"homedest\":\"Hudson, NY\"},{\"pclass\":1,\"survived\":0,\"name\":\"Andrews, Mr. Thomas Jr\",\"sex\":\"male\",\"age\":39.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"112050\",\"fare\":0.0,\"cabin\":\"A36\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Belfast, NI\"},{\"pclass\":1,\"survived\":1,\"name\":\"Appleton, Mrs. Edward Dale (Charlotte Lamson)\",\"sex\":\"female\",\"age\":53.0,\"sibsp\":2,\"parch\":0,\"ticket\":\"11769\",\"fare\":51.4792,\"cabin\":\"C101\",\"embarked\":\"S\",\"boat\":\"D\",\"body\":null,\"homedest\":\"Bayside, Queens, NY\"},{\"pclass\":1,\"survived\":0,\"name\":\"Artagaveytia, Mr. Ramon\",\"sex\":\"male\",\"age\":71.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"PC 17609\",\"fare\":49.5042,\"cabin\":null,\"embarked\":\"C\",\"boat\":null,\"body\":22,\"homedest\":\"Montevideo, Uruguay\"},{\"pclass\":1,\"survived\":0,\"name\":\"Astor, Col. John Jacob\",\"sex\":\"male\",\"age\":47.0,\"sibsp\":1,\"parch\":0,\"ticket\":\"PC 17757\",\"fare\":227.525,\"cabin\":\"C62 C64\",\"embarked\":\"C\",\"boat\":null,\"body\":124,\"homedest\":\"New York, NY\"},{\"pclass\":1,\"survived\":1,\"name\":\"Astor, Mrs. John Jacob (Madeleine Talmadge Force)\",\"sex\":\"female\",\"age\":18.0,\"sibsp\":1,\"parch\":0,\"ticket\":\"PC 17757\",\"fare\":227.525,\"cabin\":\"C62 C64\",\"embarked\":\"C\",\"boat\":\"4\",\"body\":null,\"homedest\":\"New York, NY\"},{\"pclass\":1,\"survived\":1,\"name\":\"Aubart, Mme. Leontine Pauline\",\"sex\":\"female\",\"age\":24.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"PC 17477\",\"fare\":69.3,\"cabin\":\"B35\",\"embarked\":\"C\",\"boat\":\"9\",\"body\":null,\"homedest\":\"Paris, France\"},{\"pclass\":1,\"survived\":1,\"name\":\"Barber, Miss. Ellen \\\"Nellie\\\"\",\"sex\":\"female\",\"age\":26.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"19877\",\"fare\":78.85,\"cabin\":null,\"embarked\":\"S\",\"boat\":\"6\",\"body\":null,\"homedest\":null},{\"pclass\":1,\"survived\":1,\"name\":\"Barkworth, Mr. Algernon Henry Wilson\",\"sex\":\"male\",\"age\":80.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"27042\",\"fare\":30.0,\"cabin\":\"A23\",\"embarked\":\"S\",\"boat\":\"B\",\"body\":null,\"homedest\":\"Hessle, Yorks\"},{\"pclass\":1,\"survived\":0,\"name\":\"Baumann, Mr. John D\",\"sex\":\"male\",\"age\":null,\"sibsp\":0,\"parch\":0,\"ticket\":\"PC 17318\",\"fare\":25.925,\"cabin\":null,\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"New York, NY\"},{\"pclass\":1,\"survived\":0,\"name\":\"Baxter, Mr. Quigg Edmond\",\"sex\":\"male\",\"age\":24.0,\"sibsp\":0,\"parch\":1,\"ticket\":\"PC 17558\",\"fare\":247.5208,\"cabin\":\"B58 B60\",\"embarked\":\"C\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ\"},{\"pclass\":1,\"survived\":1,\"name\":\"Baxter, Mrs. James (Helene DeLaudeniere Chaput)\",\"sex\":\"female\",\"age\":50.0,\"sibsp\":0,\"parch\":1,\"ticket\":\"PC 17558\",\"fare\":247.5208,\"cabin\":\"B58 B60\",\"embarked\":\"C\",\"boat\":\"6\",\"body\":null,\"homedest\":\"Montreal, PQ\"},{\"pclass\":1,\"survived\":1,\"name\":\"Bazzani, Miss. Albina\",\"sex\":\"female\",\"age\":32.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"11813\",\"fare\":76.2917,\"cabin\":\"D15\",\"embarked\":\"C\",\"boat\":\"8\",\"body\":null,\"homedest\":null},{\"pclass\":1,\"survived\":0,\"name\":\"Beattie, Mr. Thomson\",\"sex\":\"male\",\"age\":36.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"13050\",\"fare\":75.2417,\"cabin\":\"C6\",\"embarked\":\"C\",\"boat\":\"A\",\"body\":null,\"homedest\":\"Winnipeg, MN\"}]}"
|
|
},
|
|
"execution_count": 5,
|
|
"metadata": {},
|
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"output_type": "execute_result"
|
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}
|
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],
|
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"execution_count": 5
|
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},
|
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{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Imputing null values\n",
|
|
"Let's convert all columns of our dataset to non-nullable and impute null values based on mean values."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:16:41.323938Z",
|
|
"start_time": "2025-05-28T10:16:38.994285Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"val df1 = df\n",
|
|
" // imputing\n",
|
|
" .fillNulls { sibsp and parch and age and fare }.perCol { mean() }\n",
|
|
" .fillNulls { sex }.with { \"other\" }\n",
|
|
" .fillNulls { embarked }.with { \"S\" }\n",
|
|
" .convert { sibsp and parch and age and fare }.toDouble()\n",
|
|
"\n",
|
|
"df1.head()"
|
|
],
|
|
"outputs": [
|
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{
|
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"data": {
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"text/html": [
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" <iframe onload=\"o_resize_iframe_out_4()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_4\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
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" <head>\n",
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" <style type="text/css">\n",
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" :root {\n",
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" --background: #fff;\n",
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" --background-odd: #f5f5f5;\n",
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" --background-hover: #d9edfd;\n",
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" --header-text-color: #474747;\n",
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" --text-color: #848484;\n",
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" --text-color-dark: #000;\n",
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" --text-color-medium: #737373;\n",
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" --text-color-pale: #b3b3b3;\n",
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" --inner-border-color: #aaa;\n",
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" --bold-border-color: #000;\n",
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" --link-color: #296eaa;\n",
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" --link-color-pale: #296eaa;\n",
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" --link-hover: #1a466c;\n",
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"}\n",
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"\n",
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":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870906"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 5, columnsCount = 14</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"pclass: Int\">pclass</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>"] }, \n",
|
|
"{ name: "<span title=\"survived: Int\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"name: String\">name</span>", children: [], rightAlign: false, values: ["Allen, Miss. Elisabeth Walton","Allison, Master. Hudson Trevor","Allison, Miss. Helen Loraine","Allison, Mr. Hudson Joshua Creighton","<span class=\"formatted\" title=\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></span>"] }, \n",
|
|
"{ name: "<span title=\"sex: String\">sex</span>", children: [], rightAlign: false, values: ["other","male","female","male","female"] }, \n",
|
|
"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">29.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.9167</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">30.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">25.0000</span></span>"] }, \n",
|
|
"{ name: "<span title=\"sibsp: Double\">sibsp</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"parch: Double\">parch</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"ticket: String\">ticket</span>", children: [], rightAlign: false, values: ["24160","113781","113781","113781","113781"] }, \n",
|
|
"{ name: "<span title=\"fare: Double\">fare</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">211.3375</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>"] }, \n",
|
|
"{ name: "<span title=\"cabin: String\">cabin</span>", children: [], rightAlign: false, values: ["B5","C22 C26","C22 C26","C22 C26","C22 C26"] }, \n",
|
|
"{ name: "<span title=\"embarked: String\">embarked</span>", children: [], rightAlign: false, values: ["S","AA","S","S","S"] }, \n",
|
|
"{ name: "<span title=\"boat: String?\">boat</span>", children: [], rightAlign: false, values: ["2","11","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>"] }, \n",
|
|
"{ name: "<span title=\"body: Int?\">body</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">135</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>"] }, \n",
|
|
"{ name: "<span title=\"homedest: String\">homedest</span>", children: [], rightAlign: false, values: ["St Louis, MO","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON"] }, \n",
|
|
"], id: -536870906, rootId: -536870906, totalRows: 5 } ) });\n",
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|
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|
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|
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|
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|
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|
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"\n",
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|
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" cursor: pointer;\n",
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" color: var(--link-color);\n",
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"\n",
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|
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"\n",
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"\n",
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|
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|
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|
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"\n",
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|
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"\n",
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" text-align: right;\n",
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"\n",
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"\n",
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" display: flex;\n",
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"\n",
|
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"/* formatting */\n",
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"\n",
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"table.dataframe .null {\n",
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" color: var(--text-color-pale);\n",
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"\n",
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"\n",
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|
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" font-weight: bold;\n",
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"}\n",
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"\n",
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"table.dataframe .numbers {\n",
|
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" color: var(--text-color-dark);\n",
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"\n",
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"table.dataframe td:hover .formatted .structural, .null {\n",
|
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" color: var(--text-color-dark);\n",
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|
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"\n",
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" color: var(--text-color-dark);\n",
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"}\n",
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"\n",
|
|
"\n",
|
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" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870905\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">ticket</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th><th class=\"bottomBorder\" style=\"text-align:left\">cabin</th><th class=\"bottomBorder\" style=\"text-align:left\">embarked</th><th class=\"bottomBorder\" style=\"text-align:left\">boat</th><th class=\"bottomBorder\" style=\"text-align:left\">body</th><th class=\"bottomBorder\" style=\"text-align:left\">homedest</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td style=\"vertical-align:top\">other</td><td style=\"vertical-align:top\">29.000000</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">24160</td><td style=\"vertical-align:top\">211.337500</td><td style=\"vertical-align:top\">B5</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">St Louis, MO</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">0.916700</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">AA</td><td style=\"vertical-align:top\">11</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">30.000000</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">135</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">25.000000</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870905\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\",\"name\",\"sex\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"embarked\",\"boat\",\"body\",\"homedest\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":5,\"ncol\":14},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"sex\":\"other\",\"age\":29.0,\"sibsp\":0.0,\"parch\":0.0,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"embarked\":\"S\",\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\"},{\"pclass\":1,\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"sex\":\"male\",\"age\":0.9167,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"AA\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"sex\":\"female\",\"age\":2.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"sex\":\"male\",\"age\":30.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"sex\":\"female\",\"age\":25.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"}]}"
|
|
},
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 6
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:16:41.441Z",
|
|
"start_time": "2025-05-28T10:16:41.332676Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"df1.schema()"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"pclass: Int\n",
|
|
"survived: Int\n",
|
|
"name: String\n",
|
|
"sex: String\n",
|
|
"age: Double\n",
|
|
"sibsp: Double\n",
|
|
"parch: Double\n",
|
|
"ticket: String\n",
|
|
"fare: Double\n",
|
|
"cabin: String?\n",
|
|
"embarked: String\n",
|
|
"boat: String?\n",
|
|
"body: Int?\n",
|
|
"homedest: String?"
|
|
]
|
|
},
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 7
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:16:41.598448Z",
|
|
"start_time": "2025-05-28T10:16:41.446624Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"df1.corr()"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_5()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_5\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870904"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 6, columnsCount = 7</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < attrs.length) {\n",
|
|
" script.setAttribute((attr = attrs[i]).name, attr.value);\n",
|
|
" }\n",
|
|
" return script;\n",
|
|
" }\n",
|
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"\n",
|
|
" this.nodeScriptIs = function (node) {\n",
|
|
" return node.tagName === 'SCRIPT';\n",
|
|
" }\n",
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|
" })()\n",
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"\n",
|
|
" window.call_DataFrame = function (f) {\n",
|
|
" return f();\n",
|
|
" };\n",
|
|
"\n",
|
|
" let funQueue = window["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"column: String\">column</span>", children: [], rightAlign: false, values: ["pclass","survived","age","sibsp","parch","fare"] }, \n",
|
|
"{ name: "<span title=\"pclass: Double\">pclass</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.312469</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.366370</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.060832</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.018322</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.558477</span></span>"] }, \n",
|
|
"{ name: "<span title=\"survived: Double\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.312469</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.050199</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.027825</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.082660</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.244208</span></span>"] }, \n",
|
|
"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.366370</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.050199</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.190747</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.130872</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.171521</span></span>"] }, \n",
|
|
"{ name: "<span title=\"sibsp: Double\">sibsp</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.060832</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.027825</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.190747</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.373587</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.160224</span></span>"] }, \n",
|
|
"{ name: "<span title=\"parch: Double\">parch</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.018322</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.082660</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.130872</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.373587</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.221522</span></span>"] }, \n",
|
|
"{ name: "<span title=\"fare: Double\">fare</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.558477</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.244208</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.171521</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.160224</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.221522</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>"] }, \n",
|
|
"], id: -536870904, rootId: -536870904, totalRows: 6 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870904) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_5() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_5\");\n",
|
|
" resize_iframe_out_5(elem);\n",
|
|
" setInterval(resize_iframe_out_5, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_5(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870903\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">pclass</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">-0.312469</td><td style=\"vertical-align:top\">-0.366370</td><td style=\"vertical-align:top\">0.060832</td><td style=\"vertical-align:top\">0.018322</td><td style=\"vertical-align:top\">-0.558477</td></tr><tr><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">-0.312469</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">-0.050199</td><td style=\"vertical-align:top\">-0.027825</td><td style=\"vertical-align:top\">0.082660</td><td style=\"vertical-align:top\">0.244208</td></tr><tr><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">-0.366370</td><td style=\"vertical-align:top\">-0.050199</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">-0.190747</td><td style=\"vertical-align:top\">-0.130872</td><td style=\"vertical-align:top\">0.171521</td></tr><tr><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">0.060832</td><td style=\"vertical-align:top\">-0.027825</td><td style=\"vertical-align:top\">-0.190747</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">0.373587</td><td style=\"vertical-align:top\">0.160224</td></tr><tr><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">0.018322</td><td style=\"vertical-align:top\">0.082660</td><td style=\"vertical-align:top\">-0.130872</td><td style=\"vertical-align:top\">0.373587</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">0.221522</td></tr><tr><td style=\"vertical-align:top\">fare</td><td style=\"vertical-align:top\">-0.558477</td><td style=\"vertical-align:top\">0.244208</td><td style=\"vertical-align:top\">0.171521</td><td style=\"vertical-align:top\">0.160224</td><td style=\"vertical-align:top\">0.221522</td><td style=\"vertical-align:top\">1.000000</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870903\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"pclass\",\"survived\",\"age\",\"sibsp\",\"parch\",\"fare\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":6,\"ncol\":7},\"kotlin_dataframe\":[{\"column\":\"pclass\",\"pclass\":1.0,\"survived\":-0.31246936264968,\"age\":-0.36637035869802936,\"sibsp\":0.06083200757490747,\"parch\":0.018322202009786036,\"fare\":-0.5584773475043957},{\"column\":\"survived\",\"pclass\":-0.31246936264968,\"survived\":1.0,\"age\":-0.050198983636982906,\"sibsp\":-0.02782511923058273,\"parch\":0.0826595703861011,\"fare\":0.24420775279437662},{\"column\":\"age\",\"pclass\":-0.36637035869802936,\"survived\":-0.050198983636982906,\"age\":1.0,\"sibsp\":-0.19074715633383899,\"parch\":-0.1308719630307398,\"fare\":0.17152056539956614},{\"column\":\"sibsp\",\"pclass\":0.06083200757490747,\"survived\":-0.02782511923058273,\"age\":-0.19074715633383899,\"sibsp\":1.0,\"parch\":0.3735871906264913,\"fare\":0.16022419622116035},{\"column\":\"parch\",\"pclass\":0.018322202009786036,\"survived\":0.0826595703861011,\"age\":-0.1308719630307398,\"sibsp\":0.3735871906264913,\"parch\":1.0,\"fare\":0.2215218879995723},{\"column\":\"fare\",\"pclass\":-0.5584773475043957,\"survived\":0.24420775279437662,\"age\":0.17152056539956614,\"sibsp\":0.16022419622116035,\"parch\":0.2215218879995723,\"fare\":1.0}]}"
|
|
},
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 8
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:16:42.151986Z",
|
|
"start_time": "2025-05-28T10:16:41.603918Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"val correlations = df1\n",
|
|
" .corr { all() }.with { survived }\n",
|
|
" .sortBy { survived }\n",
|
|
"correlations"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_6()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_6\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870902"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 6, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"column: String\">column</span>", children: [], rightAlign: false, values: ["pclass","age","sibsp","parch","fare","survived"] }, \n",
|
|
"{ name: "<span title=\"survived: Double\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.312469</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.050199</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.027825</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.082660</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.244208</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>"] }, \n",
|
|
"], id: -536870902, rootId: -536870902, totalRows: 6 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870902) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_6() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_6\");\n",
|
|
" resize_iframe_out_6(elem);\n",
|
|
" setInterval(resize_iframe_out_6, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_6(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
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" <table class=\"dataframe\" id=\"static_df_-536870901\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">pclass</td><td style=\"vertical-align:top\">-0.312469</td></tr><tr><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">-0.050199</td></tr><tr><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">-0.027825</td></tr><tr><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">0.082660</td></tr><tr><td style=\"vertical-align:top\">fare</td><td style=\"vertical-align:top\">0.244208</td></tr><tr><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">1.000000</td></tr></tbody></table>\n",
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],
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},
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"execution_count": 9,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"execution_count": 9
|
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": "Great, at this moment we have five numerical features available for numerical analysis: **pclass, age, sibsp, parch, fare**."
|
|
},
|
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{
|
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"cell_type": "markdown",
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"metadata": {},
|
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"source": [
|
|
"# Analyze by pivoting features\n",
|
|
"To confirm some of our observations and assumptions, we can quickly analyze our feature correlations by pivoting features against each other. We can only do so at this stage for features which do not have any empty values. It also makes sense doing so only for features which are categorical (Sex), ordinal (Pclass) or discrete (SibSp, Parch) type.\n",
|
|
"\n",
|
|
"- **Pclass**: We observe a significant correlation (>0.5) between **Pclass**=1 and **Survived**.\n",
|
|
"\n",
|
|
"- **Sex**: We confirm the observation during problem definition that Sex=female had a very high survival rate at 74%.\n",
|
|
"\n",
|
|
"- **SibSp** and **Parch**: These features have zero correlation for the certain values. It may be best to derive a feature or a set of features from these individual features."
|
|
]
|
|
},
|
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{
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"cell_type": "code",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-05-28T10:16:42.420112Z",
|
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"start_time": "2025-05-28T10:16:42.157822Z"
|
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}
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},
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"source": [
|
|
"df1.groupBy { pclass }.mean { survived }.sortBy { pclass }"
|
|
],
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"outputs": [
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|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"pclass: Int\">pclass</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>"] }, \n",
|
|
"{ name: "<span title=\"survived: Double\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.619195</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.429603</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.255289</span></span>"] }, \n",
|
|
"], id: -536870900, rootId: -536870900, totalRows: 3 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870900) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></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 theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870899\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0.619195</td></tr><tr><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">0.429603</td></tr><tr><td style=\"vertical-align:top\">3</td><td style=\"vertical-align:top\">0.255289</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870899\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":3,\"ncol\":2},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":0.6191950464396285},{\"pclass\":2,\"survived\":0.4296028880866426},{\"pclass\":3,\"survived\":0.2552891396332863}]}"
|
|
},
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 10
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:16:42.626934Z",
|
|
"start_time": "2025-05-28T10:16:42.424738Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"df1.groupBy { sex }.mean { survived }.sortBy { survived }"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_8()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_8\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870898"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 3, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"sex: String\">sex</span>", children: [], rightAlign: false, values: ["male","female","other"] }, \n",
|
|
"{ name: "<span title=\"survived: Double\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.190985</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.726882</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>"] }, \n",
|
|
"], id: -536870898, rootId: -536870898, totalRows: 3 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870898) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_8() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_8\");\n",
|
|
" resize_iframe_out_8(elem);\n",
|
|
" setInterval(resize_iframe_out_8, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_8(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870897\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">0.190985</td></tr><tr><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">0.726882</td></tr><tr><td style=\"vertical-align:top\">other</td><td style=\"vertical-align:top\">1.000000</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870897\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"sex\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":3,\"ncol\":2},\"kotlin_dataframe\":[{\"sex\":\"male\",\"survived\":0.19098457888493475},{\"sex\":\"female\",\"survived\":0.7268817204301076},{\"sex\":\"other\",\"survived\":1.0}]}"
|
|
},
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 11
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:16:42.795186Z",
|
|
"start_time": "2025-05-28T10:16:42.630617Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"df1.groupBy { sibsp }.mean { survived }.sortBy { sibsp }"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_9()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_9\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870896"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 7, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"sibsp: Double\">sibsp</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">8.0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"survived: Double\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.346801</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.510972</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.452381</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.300000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.136364</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.000000</span></span>"] }, \n",
|
|
"], id: -536870896, rootId: -536870896, totalRows: 7 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870896) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></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 theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870895\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">0.346801</td></tr><tr><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">0.510972</td></tr><tr><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">0.452381</td></tr><tr><td style=\"vertical-align:top\">3.000000</td><td style=\"vertical-align:top\">0.300000</td></tr><tr><td style=\"vertical-align:top\">4.000000</td><td style=\"vertical-align:top\">0.136364</td></tr><tr><td style=\"vertical-align:top\">5.000000</td><td style=\"vertical-align:top\">0.000000</td></tr><tr><td style=\"vertical-align:top\">8.000000</td><td style=\"vertical-align:top\">0.000000</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870895\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"sibsp\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":7,\"ncol\":2},\"kotlin_dataframe\":[{\"sibsp\":0.0,\"survived\":0.3468013468013468},{\"sibsp\":1.0,\"survived\":0.5109717868338558},{\"sibsp\":2.0,\"survived\":0.4523809523809524},{\"sibsp\":3.0,\"survived\":0.3},{\"sibsp\":4.0,\"survived\":0.13636363636363635},{\"sibsp\":5.0,\"survived\":0.0},{\"sibsp\":8.0,\"survived\":0.0}]}"
|
|
},
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 12
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:16:42.953015Z",
|
|
"start_time": "2025-05-28T10:16:42.798529Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"df1.groupBy { parch }.mean { survived }.sortBy { parch }"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_10()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_10\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870894"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 8, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"parch: Double\">parch</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">9.0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"survived: Double\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.335329</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.588235</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.504425</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.625000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.166667</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.166667</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.000000</span></span>"] }, \n",
|
|
"], id: -536870894, rootId: -536870894, totalRows: 8 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870894) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_10() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_10\");\n",
|
|
" resize_iframe_out_10(elem);\n",
|
|
" setInterval(resize_iframe_out_10, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_10(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870893\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">0.335329</td></tr><tr><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">0.588235</td></tr><tr><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">0.504425</td></tr><tr><td style=\"vertical-align:top\">3.000000</td><td style=\"vertical-align:top\">0.625000</td></tr><tr><td style=\"vertical-align:top\">4.000000</td><td style=\"vertical-align:top\">0.166667</td></tr><tr><td style=\"vertical-align:top\">5.000000</td><td style=\"vertical-align:top\">0.166667</td></tr><tr><td style=\"vertical-align:top\">6.000000</td><td style=\"vertical-align:top\">0.000000</td></tr><tr><td style=\"vertical-align:top\">9.000000</td><td style=\"vertical-align:top\">0.000000</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870893\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"parch\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":8,\"ncol\":2},\"kotlin_dataframe\":[{\"parch\":0.0,\"survived\":0.33532934131736525},{\"parch\":1.0,\"survived\":0.5882352941176471},{\"parch\":2.0,\"survived\":0.504424778761062},{\"parch\":3.0,\"survived\":0.625},{\"parch\":4.0,\"survived\":0.16666666666666666},{\"parch\":5.0,\"survived\":0.16666666666666666},{\"parch\":6.0,\"survived\":0.0},{\"parch\":9.0,\"survived\":0.0}]}"
|
|
},
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 13
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Analyze the importance of the Age feature\n",
|
|
"\n",
|
|
"It's interesting to discover both **age** distributions: among the survived and perished passengers."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:16:43.402600Z",
|
|
"start_time": "2025-05-28T10:16:42.955679Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"val byAge = df1.valueCounts { age }.sortBy { age }\n",
|
|
"byAge"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_11()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_11\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870892"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">... showing only top 20 of 99 rows</p><p class="dataframe_description">DataFrame: rowsCount = 99, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.166700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.333300</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.416700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.666700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.750000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.833300</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.916700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">7.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">8.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">9.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">10.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">11.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">11.500000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">12.000000</span></span>"] }, \n",
|
|
"{ name: "<span title=\"count: Int\">count</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">10</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">12</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">7</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">10</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">10</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>"] }, \n",
|
|
"], id: -536870892, rootId: -536870892, totalRows: 99 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870892) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_11() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_11\");\n",
|
|
" resize_iframe_out_11(elem);\n",
|
|
" setInterval(resize_iframe_out_11, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_11(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870891\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">0.166700</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">0.333300</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">0.416700</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">0.666700</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">0.750000</td><td style=\"vertical-align:top\">3</td></tr><tr><td style=\"vertical-align:top\">0.833300</td><td style=\"vertical-align:top\">3</td></tr><tr><td style=\"vertical-align:top\">0.916700</td><td style=\"vertical-align:top\">2</td></tr><tr><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">10</td></tr><tr><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">12</td></tr><tr><td style=\"vertical-align:top\">3.000000</td><td style=\"vertical-align:top\">7</td></tr><tr><td style=\"vertical-align:top\">4.000000</td><td style=\"vertical-align:top\">10</td></tr><tr><td style=\"vertical-align:top\">5.000000</td><td style=\"vertical-align:top\">5</td></tr><tr><td style=\"vertical-align:top\">6.000000</td><td style=\"vertical-align:top\">6</td></tr><tr><td style=\"vertical-align:top\">7.000000</td><td style=\"vertical-align:top\">4</td></tr><tr><td style=\"vertical-align:top\">8.000000</td><td style=\"vertical-align:top\">6</td></tr><tr><td style=\"vertical-align:top\">9.000000</td><td style=\"vertical-align:top\">10</td></tr><tr><td style=\"vertical-align:top\">10.000000</td><td style=\"vertical-align:top\">4</td></tr><tr><td style=\"vertical-align:top\">11.000000</td><td style=\"vertical-align:top\">4</td></tr><tr><td style=\"vertical-align:top\">11.500000</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">12.000000</td><td style=\"vertical-align:top\">3</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870891\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"age\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":99,\"ncol\":2},\"kotlin_dataframe\":[{\"age\":0.1667,\"count\":1},{\"age\":0.3333,\"count\":1},{\"age\":0.4167,\"count\":1},{\"age\":0.6667,\"count\":1},{\"age\":0.75,\"count\":3},{\"age\":0.8333,\"count\":3},{\"age\":0.9167,\"count\":2},{\"age\":1.0,\"count\":10},{\"age\":2.0,\"count\":12},{\"age\":3.0,\"count\":7},{\"age\":4.0,\"count\":10},{\"age\":5.0,\"count\":5},{\"age\":6.0,\"count\":6},{\"age\":7.0,\"count\":4},{\"age\":8.0,\"count\":6},{\"age\":9.0,\"count\":10},{\"age\":10.0,\"count\":4},{\"age\":11.0,\"count\":4},{\"age\":11.5,\"count\":1},{\"age\":12.0,\"count\":3}]}"
|
|
},
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 14
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"source": [
|
|
"// JetBrains color palette\n",
|
|
"object JetBrainsColors {\n",
|
|
" val lightOrange = Color.hex(\"#ffb59e\")\n",
|
|
" val orange = Color.hex(\"#ff6632\")\n",
|
|
" val lightGrey = Color.hex(\"#a6a6a6\")\n",
|
|
" val darkGrey = Color.hex(\"#4c4c4c\")\n",
|
|
"}"
|
|
],
|
|
"metadata": {
|
|
"collapsed": false,
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:16:43.529164Z",
|
|
"start_time": "2025-05-28T10:16:43.406945Z"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"execution_count": 15
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"source": [
|
|
"byAge.plot { \n",
|
|
" points {\n",
|
|
" x(age)\n",
|
|
" y(count)\n",
|
|
" size = 5.0\n",
|
|
" color = JetBrainsColors.lightGrey\n",
|
|
" }\n",
|
|
" layout { \n",
|
|
" size = 850 to 500\n",
|
|
" }\n",
|
|
"}"
|
|
],
|
|
"metadata": {
|
|
"collapsed": false,
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T09:39:05.623936Z",
|
|
"start_time": "2025-05-28T09:39:02.983218Z"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe src='about:blank' style='border:none !important;' width='850' height='500' srcdoc=\"<html lang="en">\n",
|
|
" <head>\n",
|
|
" <meta charset="UTF-8">\n",
|
|
" <style> html, body { margin: 0; overflow: hidden; } </style>\n",
|
|
" <script type="text/javascript" data-lets-plot-script="library" src="https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.1/js-package/distr/lets-plot.min.js"></script>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <div id="JBCxdL"></div>\n",
|
|
" <script type="text/javascript" data-lets-plot-script="plot">\n",
|
|
" \n",
|
|
" (function() {\n",
|
|
" // ----------\n",
|
|
" \n",
|
|
" var plotSpec={\n",
|
|
""mapping":{\n",
|
|
"},\n",
|
|
""data":{\n",
|
|
""count":[1.0,1.0,1.0,1.0,3.0,3.0,2.0,10.0,12.0,7.0,10.0,5.0,6.0,4.0,6.0,10.0,4.0,4.0,1.0,3.0,5.0,8.0,2.0,6.0,19.0,20.0,39.0,3.0,29.0,23.0,1.0,41.0,43.0,1.0,26.0,1.0,47.0,1.0,34.0,30.0,1.0,30.0,32.0,3.0,30.0,263.0,40.0,2.0,23.0,24.0,4.0,21.0,16.0,2.0,23.0,31.0,2.0,9.0,14.0,1.0,20.0,18.0,3.0,11.0,18.0,9.0,10.0,21.0,2.0,6.0,14.0,14.0,9.0,15.0,8.0,6.0,4.0,10.0,8.0,1.0,4.0,5.0,6.0,3.0,7.0,1.0,5.0,5.0,4.0,5.0,3.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,1.0],\n",
|
|
""age":[0.1667,0.3333,0.4167,0.6667,0.75,0.8333,0.9167,1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0,11.5,12.0,13.0,14.0,14.5,15.0,16.0,17.0,18.0,18.5,19.0,20.0,20.5,21.0,22.0,22.5,23.0,23.5,24.0,24.5,25.0,26.0,26.5,27.0,28.0,28.5,29.0,29.8811345124283,30.0,30.5,31.0,32.0,32.5,33.0,34.0,34.5,35.0,36.0,36.5,37.0,38.0,38.5,39.0,40.0,40.5,41.0,42.0,43.0,44.0,45.0,45.5,46.0,47.0,48.0,49.0,50.0,51.0,52.0,53.0,54.0,55.0,55.5,56.0,57.0,58.0,59.0,60.0,60.5,61.0,62.0,63.0,64.0,65.0,66.0,67.0,70.0,70.5,71.0,74.0,76.0,80.0]\n",
|
|
"},\n",
|
|
""ggsize":{\n",
|
|
""width":850.0,\n",
|
|
""height":500.0\n",
|
|
"},\n",
|
|
""kind":"plot",\n",
|
|
""scales":[{\n",
|
|
""aesthetic":"x",\n",
|
|
""limits":[null,null]\n",
|
|
"},{\n",
|
|
""aesthetic":"y",\n",
|
|
""limits":[null,null]\n",
|
|
"}],\n",
|
|
""layers":[{\n",
|
|
""mapping":{\n",
|
|
""x":"age",\n",
|
|
""y":"count"\n",
|
|
"},\n",
|
|
""stat":"identity",\n",
|
|
""size":5.0,\n",
|
|
""color":"#a6a6a6",\n",
|
|
""sampling":"none",\n",
|
|
""inherit_aes":false,\n",
|
|
""position":"identity",\n",
|
|
""geom":"point",\n",
|
|
""data":{\n",
|
|
"}\n",
|
|
"}],\n",
|
|
""data_meta":{\n",
|
|
""series_annotations":[{\n",
|
|
""type":"float",\n",
|
|
""column":"age"\n",
|
|
"},{\n",
|
|
""type":"int",\n",
|
|
""column":"count"\n",
|
|
"}]\n",
|
|
"},\n",
|
|
""spec_id":"2"\n",
|
|
"};\n",
|
|
" var containerDiv = document.getElementById("JBCxdL");\n",
|
|
" \n",
|
|
" var toolbar = null;\n",
|
|
" var plotContainer = containerDiv; \n",
|
|
" \n",
|
|
" var options = {\n",
|
|
" sizing: {\n",
|
|
" width_mode: "fixed",\n",
|
|
" height_mode: "fixed",\n",
|
|
" width: 850.0,\n",
|
|
" height: 500.0\n",
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" }\n",
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" };\n",
|
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" var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
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" if (toolbar) {\n",
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" toolbar.bind(fig);\n",
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" }\n",
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" \n",
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" // ----------\n",
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" })();\n",
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" \n",
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" </script>\n",
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" </body>\n",
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"</html>\"></iframe> <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=0e085812-06a4-4306-8669-176ec686262c width=\"100%\" height=\"100%\" style=\"max-width: 850.0px; max-height: 500.0px;\" viewBox=\"0 0 850.0 500.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
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" <style type=\"text/css\">\n",
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" .plt-container {\n",
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" font-family: Lucida Grande, sans-serif;\n",
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" user-select: none;\n",
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" -webkit-user-select: none;\n",
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" -moz-user-select: none;\n",
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" -ms-user-select: none;\n",
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"}\n",
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"text {\n",
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" text-rendering: optimizeLegibility;\n",
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"}\n",
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"#pDXrFMR .plot-title {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 16.0px;\n",
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"\n",
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"}\n",
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"#pDXrFMR .plot-subtitle {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 15.0px;\n",
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"\n",
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"}\n",
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"#pDXrFMR .plot-caption {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 13.0px;\n",
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"\n",
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"}\n",
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"#pDXrFMR .hyperlink-element {\n",
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"fill: #118ed8;\n",
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"font-weight: normal;\n",
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" font-style: normal;\n",
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"}\n",
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"#pDXrFMR .legend-title {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 15.0px;\n",
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"\n",
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"}\n",
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"#pDXrFMR .legend-item {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 13.0px;\n",
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"\n",
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"}\n",
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"#pDXrFMR .axis-title-x {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 15.0px;\n",
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"\n",
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"}\n",
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"#pDXrFMR .axis-text-x {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 13.0px;\n",
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"\n",
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"}\n",
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"#d1hcPSU .axis-tooltip-text-x {\n",
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"fill: #ffffff;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 13.0px;\n",
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"\n",
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"}\n",
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"#pDXrFMR .axis-title-y {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"\n",
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"}\n",
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"#pDXrFMR .axis-text-y {\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"\n",
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"#pDXrFMR .facet-strip-text-x {\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"\n",
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"#pDXrFMR .facet-strip-text-y {\n",
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" <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"632.3505401404377\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
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" <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"659.1356097895552\" cy=\"419.4243580846635\" r=\"5.5\" />\n",
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" <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"663.5997880644082\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
|
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" <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"668.0639663392611\" cy=\"419.4243580846635\" r=\"5.5\" />\n",
|
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" <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"694.8490359883787\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
|
|
" <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"712.7057490877904\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
|
|
" <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"748.4191752866138\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <defs>\n",
|
|
" <clipPath id=\"cStqxqK\">\n",
|
|
" <rect x=\"29.941816366404606\" y=\"0.0\" width=\"784.0581836335954\" height=\"441.0\">\n",
|
|
" </rect>\n",
|
|
" </clipPath>\n",
|
|
" </defs>\n",
|
|
" </g>\n",
|
|
" <g>\n",
|
|
" <g transform=\"translate(29.941816366404606 441.0 ) \">\n",
|
|
" <g transform=\"translate(34.15065131014564 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(123.43421680720417 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(212.71778230426267 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(302.0013478013212 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(391.2849132983797 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(480.5684787954382 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(569.8520442924968 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>60</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(659.1356097895552 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>70</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(748.4191752866138 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>80</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <line x1=\"0.0\" y1=\"0.0\" x2=\"784.0581836335954\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
|
|
" </line>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
|
|
" <g transform=\"translate(0.0 422.4847328244275 ) \">\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(0.0 345.9753643303262 ) \">\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(0.0 269.4659958362249 ) \">\n",
|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
|
|
" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
|
|
" <tspan>100</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(0.0 192.9566273421236 ) \">\n",
|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
|
|
" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
|
|
" <tspan>150</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(0.0 116.44725884802227 ) \">\n",
|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
|
|
" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
|
|
" <tspan>200</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(0.0 39.93789035392098 ) \">\n",
|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
|
|
" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
|
|
" <tspan>250</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(16.0 227.0 ) rotate(-90.0 ) \">\n",
|
|
" <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
|
|
" <tspan>count</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(451.4709081832023 493.0 ) \">\n",
|
|
" <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
|
|
" <tspan>age</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 L0.0 500.0 L850.0 500.0 L850.0 0.0 Z\" pointer-events=\"none\">\n",
|
|
" </path>\n",
|
|
" </g>\n",
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"source": [
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],
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"metadata": {
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"collapsed": false,
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"age.plot {\n",
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" fillColor = JetBrainsColors.orange\n",
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" }\n",
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" }\n",
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"}"
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"start_time": "2025-05-28T10:17:26.675537Z"
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""geom":"bar",\n",
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""fill":"#ff6632",\n",
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""data_meta":{\n",
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"},{\n",
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"}]\n",
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"}],\n",
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""spec_id":"2"\n",
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"};\n",
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" var containerDiv = document.getElementById("tr9rVk");\n",
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" \n",
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" var options = {\n",
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" sizing: {\n",
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" width_mode: "fixed",\n",
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" height_mode: "fixed",\n",
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" width: 850.0,\n",
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" height: 500.0\n",
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" }\n",
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" };\n",
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" var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
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" if (toolbar) {\n",
|
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" toolbar.bind(fig);\n",
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" }\n",
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" \n",
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" // ----------\n",
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" })();\n",
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" \n",
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" </script>\n",
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" </body>\n",
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"</html>\"></iframe> <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=ebefb1c2-ef17-432a-b8c1-5efb60015267 width=\"100%\" height=\"100%\" style=\"max-width: 850.0px; max-height: 500.0px;\" viewBox=\"0 0 850.0 500.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
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" -webkit-user-select: none;\n",
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"}\n",
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"text {\n",
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"#pThLDyp .plot-title {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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"\n",
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"}\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"\n",
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"}\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"\n",
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"}\n",
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"font-weight: normal;\n",
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" font-style: normal;\n",
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"}\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"\n",
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"}\n",
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"#pThLDyp .axis-title-x {\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"#d96vkxK .axis-tooltip-text-x {\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"\n",
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"}\n",
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"#pThLDyp .axis-text-y {\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"\n",
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"#pThLDyp .facet-strip-text-x {\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"#pThLDyp .facet-strip-text-y {\n",
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" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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" <g transform=\"translate(123.05544391504972 0.0 ) \">\n",
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" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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" <tspan>10</tspan>\n",
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" </text>\n",
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" </g>\n",
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" </g>\n",
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" <g transform=\"translate(212.7133265489657 0.0 ) \">\n",
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" <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
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" </line>\n",
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" <g transform=\"translate(0.0 7.0 ) \">\n",
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" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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" <tspan>20</tspan>\n",
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" </text>\n",
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" </g>\n",
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" </g>\n",
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" <g transform=\"translate(302.3712091828817 0.0 ) \">\n",
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" <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
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" </line>\n",
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" <g transform=\"translate(0.0 7.0 ) \">\n",
|
|
" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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" <tspan>30</tspan>\n",
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|
" </text>\n",
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|
" </g>\n",
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" </g>\n",
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" <g transform=\"translate(392.02909181679775 0.0 ) \">\n",
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" <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
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" </line>\n",
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" <g transform=\"translate(0.0 7.0 ) \">\n",
|
|
" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
|
|
" <tspan>40</tspan>\n",
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|
" </text>\n",
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" </g>\n",
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" </g>\n",
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" <g transform=\"translate(481.6869744507137 0.0 ) \">\n",
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|
" <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
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" </line>\n",
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|
" <g transform=\"translate(0.0 7.0 ) \">\n",
|
|
" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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|
" <tspan>50</tspan>\n",
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|
" </text>\n",
|
|
" </g>\n",
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|
" </g>\n",
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|
" <g transform=\"translate(571.3448570846297 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>60</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(661.0027397185456 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>70</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(750.6606223524617 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>80</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
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|
" </g>\n",
|
|
" <line x1=\"0.0\" y1=\"0.0\" x2=\"784.0581836335954\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
|
|
" </line>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
|
|
" <g transform=\"translate(0.0 441.0 ) \">\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(0.0 395.3478260869565 ) \">\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(0.0 349.69565217391306 ) \">\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",
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|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(0.0 304.04347826086956 ) \">\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 transform=\"translate(0.0 258.3913043478261 ) \">\n",
|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
|
|
" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
|
|
" <tspan>80</tspan>\n",
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|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
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" <g transform=\"translate(0.0 212.73913043478262 ) \">\n",
|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
|
|
" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
|
|
" <tspan>100</tspan>\n",
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|
" </text>\n",
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|
" </g>\n",
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|
" </g>\n",
|
|
" <g transform=\"translate(0.0 167.08695652173913 ) \">\n",
|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
|
|
" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
|
|
" <tspan>120</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(0.0 121.43478260869568 ) \">\n",
|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
|
|
" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
|
|
" <tspan>140</tspan>\n",
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|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(0.0 75.78260869565219 ) \">\n",
|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
|
|
" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
|
|
" <tspan>160</tspan>\n",
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|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
|
|
" <g transform=\"translate(0.0 30.13043478260869 ) \">\n",
|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
|
|
" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
|
|
" <tspan>180</tspan>\n",
|
|
" </text>\n",
|
|
" </g>\n",
|
|
" </g>\n",
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|
" </g>\n",
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|
" </g>\n",
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|
" </g>\n",
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" <g transform=\"translate(16.0 227.0 ) rotate(-90.0 ) \">\n",
|
|
" <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
|
|
" <tspan>count</tspan>\n",
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|
" </text>\n",
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" </g>\n",
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" <g transform=\"translate(451.4709081832023 493.0 ) \">\n",
|
|
" <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
|
|
" <tspan>age</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 L0.0 500.0 L850.0 500.0 L850.0 0.0 Z\" pointer-events=\"none\">\n",
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" </path>\n",
|
|
" </g>\n",
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" <g id=\"d96vkxK\">\n",
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" </g>\n",
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"</svg>\n",
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" <script>document.getElementById(\"ebefb1c2-ef17-432a-b8c1-5efb60015267\").style.display = \"none\";</script>"
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|
],
|
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"application/plot+json": {
|
|
"output_type": "lets_plot_spec",
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"output": {
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|
"mapping": {},
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"data": {},
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"ggsize": {
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|
"width": 850.0,
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"height": 500.0
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},
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"kind": "plot",
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"scales": [
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{
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"aesthetic": "x",
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|
"name": "age",
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|
"limits": [
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null,
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|
null
|
|
]
|
|
},
|
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{
|
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"aesthetic": "x",
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"limits": [
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null,
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null
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]
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},
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{
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"aesthetic": "y",
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"limits": [
|
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null,
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null
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]
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|
}
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],
|
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"layers": [
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{
|
|
"mapping": {
|
|
"x": "x",
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|
"y": "count"
|
|
},
|
|
"stat": "identity",
|
|
"data": {
|
|
"x": [
|
|
2.5,
|
|
7.5,
|
|
12.5,
|
|
17.5,
|
|
22.5,
|
|
27.5,
|
|
32.5,
|
|
37.5,
|
|
42.5,
|
|
47.5,
|
|
52.5,
|
|
57.5,
|
|
62.5,
|
|
67.5,
|
|
72.5,
|
|
77.5
|
|
],
|
|
"count": [
|
|
51.0,
|
|
31.0,
|
|
27.0,
|
|
116.0,
|
|
184.0,
|
|
160.0,
|
|
132.0,
|
|
100.0,
|
|
69.0,
|
|
66.0,
|
|
43.0,
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|
27.0,
|
|
27.0,
|
|
5.0,
|
|
6.0,
|
|
2.0
|
|
]
|
|
},
|
|
"sampling": "none",
|
|
"inherit_aes": false,
|
|
"position": "identity",
|
|
"geom": "bar",
|
|
"fill": "#ff6632",
|
|
"data_meta": {
|
|
"series_annotations": [
|
|
{
|
|
"type": "float",
|
|
"column": "x"
|
|
},
|
|
{
|
|
"type": "int",
|
|
"column": "count"
|
|
}
|
|
]
|
|
}
|
|
}
|
|
]
|
|
},
|
|
"apply_color_scheme": true,
|
|
"swing_enabled": true
|
|
}
|
|
},
|
|
"execution_count": 17,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 17
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:18:16.355854Z",
|
|
"start_time": "2025-05-28T10:18:16.137889Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"df1.groupBy { age }.pivotCounts { survived }.sortBy { age }"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_23()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_23\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870868"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">... showing only top 20 of 99 rows</p><p class="dataframe_description">DataFrame: rowsCount = 99, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.166700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.333300</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.416700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.666700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.750000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.833300</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.916700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">7.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">8.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">9.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">10.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">11.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">11.500000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">12.000000</span></span>"] }, \n",
|
|
"{ name: "<span title=\"1: Int\">1</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">7</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">7</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>"] }, \n",
|
|
"{ name: "<span title=\"0: Int\">0</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">8</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"survived: DataRow<*>\">survived</span>", children: [1, 2], rightAlign: false, values: ["<span class=\"formatted\" title=\"1: 1\n0: 0\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">1</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">0</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 0\n0: 1\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">0</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">1</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 1\n0: 0\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">1</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">0</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 1\n0: 0\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">1</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">0</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 2\n0: 1\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">2</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">1</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 3\n0: 0\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">3</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">0</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 2\n0: 0\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">2</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">0</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 7\n0: 3\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">7</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">3</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 4\n0: 8\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">4</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">8</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 5\n0: 2\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">5</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">2</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 7\n0: 3\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">7</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">3</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 4\n0: 1\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">4</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">1</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 3\n0: 3\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">3</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">3</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 2\n0: 2\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">2</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">2</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 4\n0: 2\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">4</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">2</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 4\n0: 6\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">4</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">6</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 0\n0: 4\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">0</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">4</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 1\n0: 3\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">1</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">3</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 0\n0: 1\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">0</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">1</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: 3\n0: 0\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span><span class=\"numbers\">3</span><span class=\"structural\">, </span><span class=\"structural\">0: </span><span class=\"numbers\">0</span><span class=\"structural\"> }</span></span>"] }, \n",
|
|
"], id: -536870868, rootId: -536870868, totalRows: 99 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870868) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_23() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_23\");\n",
|
|
" resize_iframe_out_23(elem);\n",
|
|
" setInterval(resize_iframe_out_23, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_23(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870867\"><thead><tr><th class=\"rightBorder\" style=\"text-align:left\">age</th><th class=\"rightBorder leftBorder\" style=\"text-align:left\">survived</th><th style=\"text-align:left\"></th></tr><tr><th class=\"bottomBorder rightBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder rightBorder leftBorder\" style=\"text-align:left\">1</th><th class=\"bottomBorder\" style=\"text-align:left\">0</th></tr></thead><tbody><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.166700</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.333300</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">1</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.416700</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.666700</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.750000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">1</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.833300</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">3</td><td style=\"vertical-align:top\">0</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.916700</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">0</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">1.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">7</td><td style=\"vertical-align:top\">3</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">2.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">4</td><td style=\"vertical-align:top\">8</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">3.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">5</td><td style=\"vertical-align:top\">2</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">4.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">7</td><td style=\"vertical-align:top\">3</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">5.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">4</td><td style=\"vertical-align:top\">1</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">6.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">3</td><td style=\"vertical-align:top\">3</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">7.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">2</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">8.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">4</td><td style=\"vertical-align:top\">2</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">9.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">4</td><td style=\"vertical-align:top\">6</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">10.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">4</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">11.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">3</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">11.500000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">1</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">12.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">3</td><td style=\"vertical-align:top\">0</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870867\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"age\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ColumnGroup\"}],\"nrow\":99,\"ncol\":2},\"kotlin_dataframe\":[{\"age\":0.1667,\"survived\":{\"data\":{\"1\":1,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.3333,\"survived\":{\"data\":{\"1\":0,\"0\":1},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.4167,\"survived\":{\"data\":{\"1\":1,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.6667,\"survived\":{\"data\":{\"1\":1,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.75,\"survived\":{\"data\":{\"1\":2,\"0\":1},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.8333,\"survived\":{\"data\":{\"1\":3,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.9167,\"survived\":{\"data\":{\"1\":2,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":1.0,\"survived\":{\"data\":{\"1\":7,\"0\":3},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":2.0,\"survived\":{\"data\":{\"1\":4,\"0\":8},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":3.0,\"survived\":{\"data\":{\"1\":5,\"0\":2},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":4.0,\"survived\":{\"data\":{\"1\":7,\"0\":3},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":5.0,\"survived\":{\"data\":{\"1\":4,\"0\":1},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":6.0,\"survived\":{\"data\":{\"1\":3,\"0\":3},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":7.0,\"survived\":{\"data\":{\"1\":2,\"0\":2},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":8.0,\"survived\":{\"data\":{\"1\":4,\"0\":2},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":9.0,\"survived\":{\"data\":{\"1\":4,\"0\":6},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":10.0,\"survived\":{\"data\":{\"1\":0,\"0\":4},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":11.0,\"survived\":{\"data\":{\"1\":1,\"0\":3},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":11.5,\"survived\":{\"data\":{\"1\":0,\"0\":1},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":12.0,\"survived\":{\"data\":{\"1\":3,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}}]}"
|
|
},
|
|
"execution_count": 18,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 18
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:19:32.161797Z",
|
|
"start_time": "2025-05-28T10:19:31.804724Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"val survivedByAge = df1\n",
|
|
" .select { survived and age }\n",
|
|
" .sortBy { age }\n",
|
|
" .convert { survived }.with { if (it == 1) \"Survived\" else \"Died\" }\n",
|
|
"\n",
|
|
"survivedByAge"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_29()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_29\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870848"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">... showing only top 20 of 1309 rows</p><p class="dataframe_description">DataFrame: rowsCount = 1309, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"survived: String\">survived</span>", children: [], rightAlign: false, values: ["Survived","Died","Survived","Survived","Survived","Survived","Died","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Died","Survived","Died","Survived"] }, \n",
|
|
"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.166700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.333300</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.416700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.666700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.750000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.750000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.750000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.833300</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.833300</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.833300</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.916700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.916700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>"] }, \n",
|
|
"], id: -536870848, rootId: -536870848, totalRows: 1309 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870848) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_29() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_29\");\n",
|
|
" resize_iframe_out_29(elem);\n",
|
|
" setInterval(resize_iframe_out_29, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_29(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
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" height: 8px;\n",
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" margin-right: 3px;\n",
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"\n",
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" display: flex;\n",
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"\n",
|
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"/* formatting */\n",
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"\n",
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" color: var(--text-color-pale);\n",
|
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"}\n",
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"\n",
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"table.dataframe .structural {\n",
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" color: var(--text-color-medium);\n",
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|
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|
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"\n",
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" font-weight: bold;\n",
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"\n",
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"table.dataframe .numbers {\n",
|
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" color: var(--text-color-dark);\n",
|
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"}\n",
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"\n",
|
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"table.dataframe td:hover .formatted .structural, .null {\n",
|
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" color: var(--text-color-dark);\n",
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"}\n",
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"\n",
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"table.dataframe tr:hover .formatted .structural, .null {\n",
|
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" color: var(--text-color-dark);\n",
|
|
"}\n",
|
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"\n",
|
|
"\n",
|
|
" </style>\n",
|
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" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870847\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.166700</td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">0.333300</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.416700</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.666700</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.750000</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.750000</td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">0.750000</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.833300</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.833300</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.833300</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.916700</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.916700</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">1.000000</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870847\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":1309,\"ncol\":2},\"kotlin_dataframe\":[{\"survived\":\"Survived\",\"age\":0.1667},{\"survived\":\"Died\",\"age\":0.3333},{\"survived\":\"Survived\",\"age\":0.4167},{\"survived\":\"Survived\",\"age\":0.6667},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Died\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0}]}"
|
|
},
|
|
"execution_count": 23,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 23
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"source": [
|
|
"survivedByAge.groupBy { survived }"
|
|
],
|
|
"metadata": {
|
|
"collapsed": false,
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:19:37.007186Z",
|
|
"start_time": "2025-05-28T10:19:36.902859Z"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
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"text/html": [
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|
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|
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"\n",
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"table.dataframe img {\n",
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"\n",
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|
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|
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|
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" let childRight = i === col.children.length - 1 && (col.children.length > 1 || rightBorder)\n",
|
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" let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
|
|
" childPos += childSize\n",
|
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" size += childSize\n",
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|
|
" } else {\n",
|
|
" for (let i = depth + 1; i < result.length; i++)\n",
|
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" 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 > 1) {\n",
|
|
" left = true\n",
|
|
" right = true\n",
|
|
" }\n",
|
|
" result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
|
|
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|
|
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"\n",
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|
|
" return document.getElementById("df_" + id)\n",
|
|
" }\n",
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"\n",
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|
|
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|
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|
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" } else {\n",
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" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
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|
" }\n",
|
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" path.setAttribute("fill", "currentColor")\n",
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" 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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"survived: String\">survived</span>", children: [], rightAlign: false, values: ["Survived","Died"] }, \n",
|
|
"{ name: "<span title=\"group: DataFrame<*>\">group</span>", children: [], rightAlign: false, values: [{ frameId: -536870843, value: "<b>DataFrame 500 x 2</b>" },{ frameId: -536870842, value: "<b>DataFrame 809 x 2</b>" }] }, \n",
|
|
"], id: -536870844, rootId: -536870844, totalRows: 2 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"survived: String\">survived</span>", children: [], rightAlign: false, values: ["Survived","Survived","Survived","Survived","Survived"] }, \n",
|
|
"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.166700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.416700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.666700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.750000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.750000</span></span>"] }, \n",
|
|
"], id: -536870843, rootId: -536870844, totalRows: 500 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"survived: String\">survived</span>", children: [], rightAlign: false, values: ["Died","Died","Died","Died","Died"] }, \n",
|
|
"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.333300</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.750000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>"] }, \n",
|
|
"], id: -536870842, rootId: -536870844, totalRows: 809 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870844) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_31() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_31\");\n",
|
|
" resize_iframe_out_31(elem);\n",
|
|
" setInterval(resize_iframe_out_31, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_31(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870841\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">group</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\"><details><summary>DataFrame [500 x 2]</summary><table class=\"dataframe\" id=\"static_df_-536870840\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.166700</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.416700</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.666700</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.750000</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.750000</td></tr></tbody></table><p>... showing only top 5 of 500 rows</p></details></td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\"><details><summary>DataFrame [809 x 2]</summary><table class=\"dataframe\" id=\"static_df_-536870839\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">0.333300</td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">0.750000</td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">1.000000</td></tr></tbody></table><p>... showing only top 5 of 809 rows</p></details></td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870841\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"group\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"FrameColumn\"}],\"nrow\":2,\"ncol\":2},\"kotlin_dataframe\":[{\"survived\":\"Survived\",\"group\":{\"data\":[{\"survived\":\"Survived\",\"age\":0.1667},{\"survived\":\"Survived\",\"age\":0.4167},{\"survived\":\"Survived\",\"age\":0.6667},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":2.0},{\"survived\":\"Survived\",\"age\":2.0},{\"survived\":\"Survived\",\"age\":2.0}],\"metadata\":{\"kind\":\"FrameColumn\",\"columns\":[\"survived\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"ncol\":2,\"nrow\":500}}},{\"survived\":\"Died\",\"group\":{\"data\":[{\"survived\":\"Died\",\"age\":0.3333},{\"survived\":\"Died\",\"age\":0.75},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":3.0},{\"survived\":\"Died\",\"age\":3.0},{\"survived\":\"Died\",\"age\":4.0},{\"survived\":\"Died\",\"age\":4.0},{\"survived\":\"Died\",\"age\":4.0},{\"survived\":\"Died\",\"age\":5.0},{\"survived\":\"Died\",\"age\":6.0}],\"metadata\":{\"kind\":\"FrameColumn\",\"columns\":[\"survived\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"ncol\":2,\"nrow\":809}}}]}"
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},
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"execution_count": 24,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"execution_count": 24
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},
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{
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"cell_type": "code",
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"source": [
|
|
"survivedByAge.groupBy { survived }.plot {\n",
|
|
" histogram(x = age, binsOption = BinsOption.byWidth(5.0)) {\n",
|
|
" fillColor(key.survived) {\n",
|
|
" scale = categorical(\n",
|
|
" \"Survived\" to JetBrainsColors.orange,\n",
|
|
" \"Died\" to JetBrainsColors.darkGrey,\n",
|
|
" )\n",
|
|
" }\n",
|
|
" alpha = 0.7\n",
|
|
" position = Position.dodge()\n",
|
|
" }\n",
|
|
" layout {\n",
|
|
" size = 850 to 500\n",
|
|
" }\n",
|
|
"}"
|
|
],
|
|
"metadata": {
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"collapsed": false,
|
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"ExecuteTime": {
|
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"end_time": "2025-05-28T10:19:42.226196Z",
|
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"start_time": "2025-05-28T10:19:41.738286Z"
|
|
}
|
|
},
|
|
"outputs": [
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{
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"data": {
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"text/html": [
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" <iframe src='about:blank' style='border:none !important;' width='850' height='500' srcdoc=\"<html lang="en">\n",
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" <head>\n",
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" <meta charset="UTF-8">\n",
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" <style> html, body { margin: 0; overflow: hidden; } </style>\n",
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" <script type="text/javascript" data-lets-plot-script="library" src="https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.1/js-package/distr/lets-plot.min.js"></script>\n",
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" </head>\n",
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" <body>\n",
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" <div id="PwOAUr"></div>\n",
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" <script type="text/javascript" data-lets-plot-script="plot">\n",
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" \n",
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" (function() {\n",
|
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" // ----------\n",
|
|
" \n",
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" var plotSpec={\n",
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""mapping":{\n",
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"},\n",
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""data":{\n",
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"},\n",
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""ggsize":{\n",
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""width":850.0,\n",
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""height":500.0\n",
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"},\n",
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""kind":"plot",\n",
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""scales":[{\n",
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""aesthetic":"x",\n",
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""name":"age",\n",
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""limits":[null,null]\n",
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"},{\n",
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""aesthetic":"x",\n",
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""limits":[null,null]\n",
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"},{\n",
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""aesthetic":"y",\n",
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""limits":[null,null]\n",
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"},{\n",
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""aesthetic":"fill",\n",
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""values":["#ff6632","#4c4c4c"],\n",
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""limits":["Survived","Died"]\n",
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"}],\n",
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""layers":[{\n",
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""mapping":{\n",
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""x":"x",\n",
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""y":"count",\n",
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""fill":"survived",\n",
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""group":"&merged_groups"\n",
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"},\n",
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""stat":"identity",\n",
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""data":{\n",
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""&merged_groups":["Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died"],\n",
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""count":[33.0,17.0,11.0,45.0,71.0,129.0,54.0,44.0,20.0,32.0,21.0,11.0,10.0,0.0,0.0,2.0,18.0,14.0,16.0,71.0,113.0,294.0,78.0,56.0,49.0,34.0,22.0,16.0,17.0,5.0,6.0,0.0],\n",
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""survived":["Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died"]\n",
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"},\n",
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""sampling":"none",\n",
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""alpha":0.7,\n",
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""position":"dodge",\n",
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""data_meta":{\n",
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""series_annotations":[{\n",
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""type":"str",\n",
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""column":"survived"\n",
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"},{\n",
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"},{\n",
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"},{\n",
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""type":"str",\n",
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"}]\n",
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"}\n",
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"}],\n",
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""data_meta":{\n",
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""series_annotations":[{\n",
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""type":"str",\n",
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""column":"survived"\n",
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"},{\n",
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""column":"&merged_groups"\n",
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"}]\n",
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"},\n",
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""spec_id":"11"\n",
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"};\n",
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" var containerDiv = document.getElementById("PwOAUr");\n",
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" \n",
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" var toolbar = null;\n",
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" sizing: {\n",
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" width_mode: "fixed",\n",
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" width: 850.0,\n",
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" height: 500.0\n",
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" }\n",
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" };\n",
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" var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
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" if (toolbar) {\n",
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" \n",
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" // ----------\n",
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" </script>\n",
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" </body>\n",
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"</html>\"></iframe> <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=fda64bb4-58ed-4a13-9b63-dff73c2c87f4 width=\"100%\" height=\"100%\" style=\"max-width: 850.0px; max-height: 500.0px;\" viewBox=\"0 0 850.0 500.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
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" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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" <tspan>20</tspan>\n",
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" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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" <tspan>30</tspan>\n",
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" <g transform=\"translate(337.0948528556622 0.0 ) \">\n",
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" <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
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" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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" <tspan>40</tspan>\n",
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" </text>\n",
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" <g transform=\"translate(414.1891588260824 0.0 ) \">\n",
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" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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" <tspan>50</tspan>\n",
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" </text>\n",
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" </g>\n",
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" </g>\n",
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" <g transform=\"translate(491.2834647965026 0.0 ) \">\n",
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" <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
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" </line>\n",
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" <g transform=\"translate(0.0 7.0 ) \">\n",
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" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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" <tspan>60</tspan>\n",
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" </text>\n",
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" </g>\n",
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" </g>\n",
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" <g transform=\"translate(568.3777707669227 0.0 ) \">\n",
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|
" <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
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" </line>\n",
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" <g transform=\"translate(0.0 7.0 ) \">\n",
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" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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" <tspan>70</tspan>\n",
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" </text>\n",
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" </g>\n",
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" <g transform=\"translate(645.472076737343 0.0 ) \">\n",
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|
" <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
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" </line>\n",
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|
" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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" <tspan>80</tspan>\n",
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" </line>\n",
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" </g>\n",
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" <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
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|
" <g transform=\"translate(0.0 441.0 ) \">\n",
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|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
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|
" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>0</tspan>\n",
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" </text>\n",
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|
" </g>\n",
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" </g>\n",
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" <g transform=\"translate(0.0 369.57142857142856 ) \">\n",
|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>50</tspan>\n",
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" </text>\n",
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" </g>\n",
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" </g>\n",
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" <g transform=\"translate(0.0 298.1428571428571 ) \">\n",
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|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>100</tspan>\n",
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" </g>\n",
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" <g transform=\"translate(0.0 226.71428571428572 ) \">\n",
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" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>150</tspan>\n",
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" </g>\n",
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" <g transform=\"translate(0.0 155.28571428571428 ) \">\n",
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" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>200</tspan>\n",
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" </g>\n",
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" <g transform=\"translate(0.0 83.85714285714283 ) \">\n",
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" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>250</tspan>\n",
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" </g>\n",
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" </g>\n",
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" <g transform=\"translate(0.0 12.428571428571445 ) \">\n",
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" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>300</tspan>\n",
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" </text>\n",
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" </g>\n",
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" </g>\n",
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" <g transform=\"translate(5.0 5.0 ) \">\n",
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" <g transform=\"translate(0.0 12.0 ) \">\n",
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" <tspan>survived</tspan>\n",
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" <g transform=\"translate(0.0 22.5 ) \">\n",
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},
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},
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"execution_count": 25,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"execution_count": 25
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},
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{
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"cell_type": "code",
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"source": [
|
|
"// Density plot\n",
|
|
"survivedByAge.groupBy { survived }.plot {\n",
|
|
" densityPlot(x = age) {\n",
|
|
" fillColor = Color.GREY\n",
|
|
" alpha = 0.3\n",
|
|
" borderLine {\n",
|
|
" color(key.survived) {\n",
|
|
" scale = categorical(\n",
|
|
" \"Survived\" to JetBrainsColors.orange,\n",
|
|
" \"Died\" to JetBrainsColors.darkGrey,\n",
|
|
" )\n",
|
|
" }\n",
|
|
" }\n",
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|
" }\n",
|
|
" layout {\n",
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|
" size = 850 to 250\n",
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|
" }\n",
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|
"}"
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|
],
|
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"metadata": {
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"collapsed": false,
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"ExecuteTime": {
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"end_time": "2025-05-28T10:19:45.886242Z",
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"start_time": "2025-05-28T10:19:45.132559Z"
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|
}
|
|
},
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|
"outputs": [
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{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe src='about:blank' style='border:none !important;' width='850' height='250' srcdoc=\"<html lang="en">\n",
|
|
" <head>\n",
|
|
" <meta charset="UTF-8">\n",
|
|
" <style> html, body { margin: 0; overflow: hidden; } </style>\n",
|
|
" <script type="text/javascript" data-lets-plot-script="library" src="https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.1/js-package/distr/lets-plot.min.js"></script>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <div id="VjaNYh"></div>\n",
|
|
" <script type="text/javascript" data-lets-plot-script="plot">\n",
|
|
" \n",
|
|
" (function() {\n",
|
|
" // ----------\n",
|
|
" \n",
|
|
" var plotSpec={\n",
|
|
""mapping":{\n",
|
|
"},\n",
|
|
""data":{\n",
|
|
"},\n",
|
|
""ggsize":{\n",
|
|
""width":850.0,\n",
|
|
""height":250.0\n",
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|
"},\n",
|
|
""kind":"plot",\n",
|
|
""scales":[{\n",
|
|
""aesthetic":"x",\n",
|
|
""name":"age",\n",
|
|
""limits":[null,null]\n",
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|
"},{\n",
|
|
""aesthetic":"x",\n",
|
|
""limits":[null,null]\n",
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"},{\n",
|
|
""aesthetic":"y",\n",
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|
""limits":[null,null]\n",
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"},{\n",
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|
""aesthetic":"fill",\n",
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|
""discrete":true\n",
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"},{\n",
|
|
""aesthetic":"color",\n",
|
|
""values":["#ff6632","#4c4c4c"],\n",
|
|
""limits":["Survived","Died"]\n",
|
|
"}],\n",
|
|
""layers":[{\n",
|
|
""mapping":{\n",
|
|
""x":"x",\n",
|
|
""y":"density",\n",
|
|
""fill":"survived",\n",
|
|
""color":"survived",\n",
|
|
""group":"&merged_groups"\n",
|
|
"},\n",
|
|
""stat":"identity",\n",
|
|
""data":{\n",
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"},{\n",
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"},{\n",
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"}],\n",
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"}]\n",
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"},\n",
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"};\n",
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" var containerDiv = document.getElementById("VjaNYh");\n",
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" \n",
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" width: 850.0,\n",
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" height: 250.0\n",
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" }\n",
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" };\n",
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" var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
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" if (toolbar) {\n",
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" toolbar.bind(fig);\n",
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" }\n",
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" \n",
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" // ----------\n",
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" })();\n",
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" \n",
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" </script>\n",
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" </body>\n",
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"</html>\"></iframe> <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=d8511402-d1b5-4fe6-a563-ef251bedaab2 width=\"100%\" height=\"100%\" style=\"max-width: 850.0px; max-height: 250.0px;\" viewBox=\"0 0 850.0 250.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
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},
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|
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"geom": "area",
|
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"fill": "#a39999",
|
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"data_meta": {
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"series_annotations": [
|
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{
|
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"type": "str",
|
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"column": "survived"
|
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},
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{
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"type": "float",
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"column": "x"
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{
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"type": "float",
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"column": "density"
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},
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{
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"type": "str",
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"column": "&merged_groups"
|
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}
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]
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}
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}
|
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],
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"data_meta": {
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"series_annotations": [
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{
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"type": "str",
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"column": "survived"
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},
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{
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"type": "str",
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"column": "&merged_groups"
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}
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]
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}
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},
|
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"apply_color_scheme": true,
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"swing_enabled": true
|
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}
|
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},
|
|
"execution_count": 26,
|
|
"metadata": {},
|
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"output_type": "execute_result"
|
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}
|
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],
|
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"execution_count": 26
|
|
},
|
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{
|
|
"cell_type": "code",
|
|
"source": [
|
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"survivedByAge.groupBy { survived }"
|
|
],
|
|
"metadata": {
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|
"collapsed": false,
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:19:47.339628Z",
|
|
"start_time": "2025-05-28T10:19:47.242863Z"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
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" <iframe onload=\"o_resize_iframe_out_33()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_33\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
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" --header-text-color: #474747;\n",
|
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" --text-color: #848484;\n",
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" --text-color-dark: #000;\n",
|
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" --text-color-medium: #737373;\n",
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" --text-color-pale: #b3b3b3;\n",
|
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" --inner-border-color: #aaa;\n",
|
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" --bold-border-color: #000;\n",
|
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" --link-color: #296eaa;\n",
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" --link-color-pale: #296eaa;\n",
|
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" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
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":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
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" --background-hover: #464646;\n",
|
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" --header-text-color: #dddddd;\n",
|
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" --text-color: #b3b3b3;\n",
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" --text-color-dark: #dddddd;\n",
|
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" --text-color-medium: #b2b2b2;\n",
|
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" --text-color-pale: #737373;\n",
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" --inner-border-color: #707070;\n",
|
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" --bold-border-color: #777777;\n",
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" --link-color: #008dc0;\n",
|
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" --link-color-pale: #97e1fb;\n",
|
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" --link-hover: #00688e;\n",
|
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"}\n",
|
|
"\n",
|
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"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
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"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
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" font-size: 12px;\n",
|
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" background-color: var(--background);\n",
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" color: var(--text-color-dark);\n",
|
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" border: none;\n",
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" border-collapse: collapse;\n",
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"}\n",
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"\n",
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"table.dataframe th, td {\n",
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" padding: 6px;\n",
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" border: 1px solid transparent;\n",
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" text-align: left;\n",
|
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"}\n",
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"\n",
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"table.dataframe th {\n",
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" background-color: var(--background);\n",
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" color: var(--header-text-color);\n",
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"}\n",
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"\n",
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"table.dataframe td {\n",
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" white-space: nowrap;\n",
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"}\n",
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"\n",
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"table.dataframe th.bottomBorder {\n",
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" border-bottom-color: var(--bold-border-color);\n",
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"}\n",
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"\n",
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"table.dataframe tbody > tr:nth-child(odd) {\n",
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"\n",
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"table.dataframe tbody > tr:nth-child(even) {\n",
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" background: var(--background);\n",
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"}\n",
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"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870832"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">GroupBy</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"survived: String\">survived</span>", children: [], rightAlign: false, values: ["Survived","Died"] }, \n",
|
|
"{ name: "<span title=\"group: DataFrame<*>\">group</span>", children: [], rightAlign: false, values: [{ frameId: -536870831, value: "<b>DataFrame 500 x 2</b>" },{ frameId: -536870830, value: "<b>DataFrame 809 x 2</b>" }] }, \n",
|
|
"], id: -536870832, rootId: -536870832, totalRows: 2 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"survived: String\">survived</span>", children: [], rightAlign: false, values: ["Survived","Survived","Survived","Survived","Survived"] }, \n",
|
|
"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.166700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.416700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.666700</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.750000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.750000</span></span>"] }, \n",
|
|
"], id: -536870831, rootId: -536870832, totalRows: 500 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"survived: String\">survived</span>", children: [], rightAlign: false, values: ["Died","Died","Died","Died","Died"] }, \n",
|
|
"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.333300</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.750000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>"] }, \n",
|
|
"], id: -536870830, rootId: -536870832, totalRows: 809 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870832) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_33() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_33\");\n",
|
|
" resize_iframe_out_33(elem);\n",
|
|
" setInterval(resize_iframe_out_33, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_33(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870829\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">group</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\"><details><summary>DataFrame [500 x 2]</summary><table class=\"dataframe\" id=\"static_df_-536870828\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.166700</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.416700</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.666700</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.750000</td></tr><tr><td style=\"vertical-align:top\">Survived</td><td style=\"vertical-align:top\">0.750000</td></tr></tbody></table><p>... showing only top 5 of 500 rows</p></details></td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\"><details><summary>DataFrame [809 x 2]</summary><table class=\"dataframe\" id=\"static_df_-536870827\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">0.333300</td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">0.750000</td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">Died</td><td style=\"vertical-align:top\">1.000000</td></tr></tbody></table><p>... showing only top 5 of 809 rows</p></details></td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870829\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"group\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"FrameColumn\"}],\"nrow\":2,\"ncol\":2},\"kotlin_dataframe\":[{\"survived\":\"Survived\",\"group\":{\"data\":[{\"survived\":\"Survived\",\"age\":0.1667},{\"survived\":\"Survived\",\"age\":0.4167},{\"survived\":\"Survived\",\"age\":0.6667},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":2.0},{\"survived\":\"Survived\",\"age\":2.0},{\"survived\":\"Survived\",\"age\":2.0}],\"metadata\":{\"kind\":\"FrameColumn\",\"columns\":[\"survived\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"ncol\":2,\"nrow\":500}}},{\"survived\":\"Died\",\"group\":{\"data\":[{\"survived\":\"Died\",\"age\":0.3333},{\"survived\":\"Died\",\"age\":0.75},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":3.0},{\"survived\":\"Died\",\"age\":3.0},{\"survived\":\"Died\",\"age\":4.0},{\"survived\":\"Died\",\"age\":4.0},{\"survived\":\"Died\",\"age\":4.0},{\"survived\":\"Died\",\"age\":5.0},{\"survived\":\"Died\",\"age\":6.0}],\"metadata\":{\"kind\":\"FrameColumn\",\"columns\":[\"survived\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"ncol\":2,\"nrow\":809}}}]}"
|
|
},
|
|
"execution_count": 27,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 27
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"source": [
|
|
"// A basic box plot\n",
|
|
"survivedByAge.plot {\n",
|
|
" boxplot(x = survived, y = age) {\n",
|
|
" boxes {\n",
|
|
" fillColor(Stat.x) {\n",
|
|
" scale = categorical(\n",
|
|
" \"Survived\" to JetBrainsColors.orange,\n",
|
|
" \"Died\" to JetBrainsColors.darkGrey,\n",
|
|
" )\n",
|
|
" }\n",
|
|
" }\n",
|
|
" }\n",
|
|
" layout {\n",
|
|
" size = 500 to 400\n",
|
|
" }\n",
|
|
"}"
|
|
],
|
|
"metadata": {
|
|
"collapsed": false,
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:19:54.039953Z",
|
|
"start_time": "2025-05-28T10:19:53.550400Z"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe src='about:blank' style='border:none !important;' width='500' height='400' srcdoc=\"<html lang="en">\n",
|
|
" <head>\n",
|
|
" <meta charset="UTF-8">\n",
|
|
" <style> html, body { margin: 0; overflow: hidden; } </style>\n",
|
|
" <script type="text/javascript" data-lets-plot-script="library" src="https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.1/js-package/distr/lets-plot.min.js"></script>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <div id="0xCgUk"></div>\n",
|
|
" <script type="text/javascript" data-lets-plot-script="plot">\n",
|
|
" \n",
|
|
" (function() {\n",
|
|
" // ----------\n",
|
|
" \n",
|
|
" var plotSpec={\n",
|
|
""mapping":{\n",
|
|
"},\n",
|
|
""data":{\n",
|
|
"},\n",
|
|
""ggsize":{\n",
|
|
""width":500.0,\n",
|
|
""height":400.0\n",
|
|
"},\n",
|
|
""kind":"plot",\n",
|
|
""scales":[{\n",
|
|
""aesthetic":"x",\n",
|
|
""name":"survived",\n",
|
|
""limits":[null,null]\n",
|
|
"},{\n",
|
|
""aesthetic":"y",\n",
|
|
""name":"age",\n",
|
|
""limits":[null,null]\n",
|
|
"},{\n",
|
|
""aesthetic":"x",\n",
|
|
""discrete":true\n",
|
|
"},{\n",
|
|
""aesthetic":"fill",\n",
|
|
""values":["#ff6632","#4c4c4c"],\n",
|
|
""limits":["Survived","Died"]\n",
|
|
"},{\n",
|
|
""aesthetic":"x",\n",
|
|
""discrete":true\n",
|
|
"},{\n",
|
|
""aesthetic":"y",\n",
|
|
""limits":[null,null]\n",
|
|
"}],\n",
|
|
""layers":[{\n",
|
|
""mapping":{\n",
|
|
""x":"x",\n",
|
|
""ymin":"min",\n",
|
|
""lower":"lower",\n",
|
|
""middle":"middle",\n",
|
|
""upper":"upper",\n",
|
|
""ymax":"max",\n",
|
|
""fill":"x"\n",
|
|
"},\n",
|
|
""stat":"identity",\n",
|
|
""data":{\n",
|
|
""min":[0.1667,5.0],\n",
|
|
""middle":[29.8811345124283,29.8811345124283],\n",
|
|
""max":[58.0,52.0],\n",
|
|
""upper":[36.0,35.0],\n",
|
|
""lower":[21.25,23.0],\n",
|
|
""x":["Survived","Died"]\n",
|
|
"},\n",
|
|
""sampling":"none",\n",
|
|
""inherit_aes":false,\n",
|
|
""position":"identity",\n",
|
|
""geom":"boxplot",\n",
|
|
""data_meta":{\n",
|
|
""series_annotations":[{\n",
|
|
""type":"str",\n",
|
|
""column":"x"\n",
|
|
"},{\n",
|
|
""type":"float",\n",
|
|
""column":"min"\n",
|
|
"},{\n",
|
|
""type":"float",\n",
|
|
""column":"lower"\n",
|
|
"},{\n",
|
|
""type":"float",\n",
|
|
""column":"middle"\n",
|
|
"},{\n",
|
|
""type":"float",\n",
|
|
""column":"upper"\n",
|
|
"},{\n",
|
|
""type":"float",\n",
|
|
""column":"max"\n",
|
|
"}]\n",
|
|
"}\n",
|
|
"},{\n",
|
|
""mapping":{\n",
|
|
""x":"x",\n",
|
|
""y":"y"\n",
|
|
"},\n",
|
|
""stat":"identity",\n",
|
|
""data":{\n",
|
|
""x":["Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Survived","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died","Died"],\n",
|
|
""y":[59.0,60.0,60.0,60.0,60.0,62.0,62.0,63.0,63.0,64.0,64.0,76.0,80.0,0.3333,0.75,1.0,1.0,1.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,3.0,3.0,4.0,4.0,4.0,54.0,54.0,54.0,54.0,54.0,55.0,55.0,55.0,55.0,55.5,56.0,56.0,57.0,57.0,57.0,57.0,57.0,58.0,58.0,59.0,59.0,60.0,60.0,60.0,60.5,61.0,61.0,61.0,61.0,61.0,62.0,62.0,62.0,63.0,63.0,64.0,64.0,64.0,65.0,65.0,65.0,66.0,67.0,70.0,70.0,70.5,71.0,71.0,74.0]\n",
|
|
"},\n",
|
|
""sampling":"none",\n",
|
|
""inherit_aes":false,\n",
|
|
""position":"identity",\n",
|
|
""geom":"point",\n",
|
|
""data_meta":{\n",
|
|
""series_annotations":[{\n",
|
|
""type":"str",\n",
|
|
""column":"x"\n",
|
|
"},{\n",
|
|
""type":"float",\n",
|
|
""column":"y"\n",
|
|
"}]\n",
|
|
"}\n",
|
|
"}],\n",
|
|
""spec_id":"17"\n",
|
|
"};\n",
|
|
" var containerDiv = document.getElementById("0xCgUk");\n",
|
|
" \n",
|
|
" var toolbar = null;\n",
|
|
" var plotContainer = containerDiv; \n",
|
|
" \n",
|
|
" var options = {\n",
|
|
" sizing: {\n",
|
|
" width_mode: "fixed",\n",
|
|
" height_mode: "fixed",\n",
|
|
" width: 500.0,\n",
|
|
" height: 400.0\n",
|
|
" }\n",
|
|
" };\n",
|
|
" var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
|
|
" if (toolbar) {\n",
|
|
" toolbar.bind(fig);\n",
|
|
" }\n",
|
|
" \n",
|
|
" // ----------\n",
|
|
" })();\n",
|
|
" \n",
|
|
" </script>\n",
|
|
" </body>\n",
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" <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
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" <tspan>Died</tspan>\n",
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" </text>\n",
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" </g>\n",
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" <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
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" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>0</tspan>\n",
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" </g>\n",
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" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>10</tspan>\n",
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" </text>\n",
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|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>20</tspan>\n",
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" </text>\n",
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" </g>\n",
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" </g>\n",
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" <g transform=\"translate(0.0 209.65456958437144 ) \">\n",
|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>30</tspan>\n",
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" </text>\n",
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" </g>\n",
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" </g>\n",
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|
|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" </g>\n",
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|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
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|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>60</tspan>\n",
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" </g>\n",
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" <g transform=\"translate(0.0 54.330913916874295 ) \">\n",
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|
" <g transform=\"translate(-3.0 0.0 ) \">\n",
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" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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|
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|
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|
" <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
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" <tspan>80</tspan>\n",
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"# Categorical features with One Hot Encoding\n",
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|
"\n",
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"To prepare data for ML algorithms, we should replace all String values in categorical features with numbers.\n",
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"There are a few ways of preprocessing categorical features, One Hot Encoding being one of them.\n",
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"start_time": "2025-05-28T10:21:51.724220Z"
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}
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|
|
" for (let i = 0; i < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"survived: Int\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"name: String\">name</span>", children: [], rightAlign: false, values: ["Allen, Miss. Elisabeth Walton","Allison, Master. Hudson Trevor","Allison, Miss. Helen Loraine","Allison, Mr. Hudson Joshua Creighton","<span class=\"formatted\" title=\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></span>"] }, \n",
|
|
"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">29.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.9167</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">30.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">25.0000</span></span>"] }, \n",
|
|
"{ name: "<span title=\"sibsp: Double\">sibsp</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"parch: Double\">parch</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"ticket: String\">ticket</span>", children: [], rightAlign: false, values: ["24160","113781","113781","113781","113781"] }, \n",
|
|
"{ name: "<span title=\"fare: Double\">fare</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">211.3375</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>"] }, \n",
|
|
"{ name: "<span title=\"cabin: String\">cabin</span>", children: [], rightAlign: false, values: ["B5","C22 C26","C22 C26","C22 C26","C22 C26"] }, \n",
|
|
"{ name: "<span title=\"boat: String?\">boat</span>", children: [], rightAlign: false, values: ["2","11","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>"] }, \n",
|
|
"{ name: "<span title=\"body: Int?\">body</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">135</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>"] }, \n",
|
|
"{ name: "<span title=\"homedest: String\">homedest</span>", children: [], rightAlign: false, values: ["St Louis, MO","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON"] }, \n",
|
|
"{ name: "<span title=\"1: Boolean\">1</span>", children: [], rightAlign: false, values: ["true","true","true","true","true"] }, \n",
|
|
"{ name: "<span title=\"2: Boolean\">2</span>", children: [], rightAlign: false, values: ["false","false","false","false","false"] }, \n",
|
|
"{ name: "<span title=\"3: Boolean\">3</span>", children: [], rightAlign: false, values: ["false","false","false","false","false"] }, \n",
|
|
"{ name: "<span title=\"pclass: DataRow<*>\">pclass</span>", children: [11, 12, 13], rightAlign: false, values: ["<span class=\"formatted\" title=\"1: true\n2: false\n3: false\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span>true<span class=\"structural\">, </span><span class=\"structural\">2: </span>false<span class=\"structural\">, </span><span class=\"structural\">3: </span>false<span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: true\n2: false\n3: false\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span>true<span class=\"structural\">, </span><span class=\"structural\">2: </span>false<span class=\"structural\">, </span><span class=\"structural\">3: </span>false<span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: true\n2: false\n3: false\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span>true<span class=\"structural\">, </span><span class=\"structural\">2: </span>false<span class=\"structural\">, </span><span class=\"structural\">3: </span>false<span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: true\n2: false\n3: false\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span>true<span class=\"structural\">, </span><span class=\"structural\">2: </span>false<span class=\"structural\">, </span><span class=\"structural\">3: </span>false<span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: true\n2: false\n3: false\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span>true<span class=\"structural\">, </span><span class=\"structural\">2: </span>false<span class=\"structural\">, </span><span class=\"structural\">3: </span>false<span class=\"structural\"> }</span></span>"] }, \n",
|
|
"{ name: "<span title=\"other: Boolean\">other</span>", children: [], rightAlign: false, values: ["true","false","false","false","false"] }, \n",
|
|
"{ name: "<span title=\"male: Boolean\">male</span>", children: [], rightAlign: false, values: ["false","true","false","true","false"] }, \n",
|
|
"{ name: "<span title=\"female: Boolean\">female</span>", children: [], rightAlign: false, values: ["false","false","true","false","true"] }, \n",
|
|
"{ name: "<span title=\"sex: DataRow<*>\">sex</span>", children: [15, 16, 17], rightAlign: false, values: ["<span class=\"formatted\" title=\"other: true\nmale: false\nfemale: false\"><span class=\"structural\">{ </span><span class=\"structural\">other: </span>true<span class=\"structural\">, </span><span class=\"structural\">male: </span>false<span class=\"structural\">, </span><span class=\"structural\">female:...</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"other: false\nmale: true\nfemale: false\"><span class=\"structural\">{ </span><span class=\"structural\">other: </span>false<span class=\"structural\">, </span><span class=\"structural\">male: </span>true<span class=\"structural\">, </span><span class=\"structural\">female:...</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"other: false\nmale: false\nfemale: true\"><span class=\"structural\">{ </span><span class=\"structural\">other: </span>false<span class=\"structural\">, </span><span class=\"structural\">male: </span>false<span class=\"structural\">, </span><span class=\"structural\">female...</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"other: false\nmale: true\nfemale: false\"><span class=\"structural\">{ </span><span class=\"structural\">other: </span>false<span class=\"structural\">, </span><span class=\"structural\">male: </span>true<span class=\"structural\">, </span><span class=\"structural\">female:...</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"other: false\nmale: false\nfemale: true\"><span class=\"structural\">{ </span><span class=\"structural\">other: </span>false<span class=\"structural\">, </span><span class=\"structural\">male: </span>false<span class=\"structural\">, </span><span class=\"structural\">female...</span><span class=\"structural\"> }</span></span>"] }, \n",
|
|
"{ name: "<span title=\"S: Boolean\">S</span>", children: [], rightAlign: false, values: ["true","false","true","true","true"] }, \n",
|
|
"{ name: "<span title=\"AA: Boolean\">AA</span>", children: [], rightAlign: false, values: ["false","true","false","false","false"] }, \n",
|
|
"{ name: "<span title=\"C: Boolean\">C</span>", children: [], rightAlign: false, values: ["false","false","false","false","false"] }, \n",
|
|
"{ name: "<span title=\"Q: Boolean\">Q</span>", children: [], rightAlign: false, values: ["false","false","false","false","false"] }, \n",
|
|
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" <table class=\"dataframe\" id=\"static_df_-536870815\"><thead><tr><th style=\"text-align:left\">survived</th><th style=\"text-align:left\">name</th><th style=\"text-align:left\">age</th><th style=\"text-align:left\">sibsp</th><th style=\"text-align:left\">parch</th><th style=\"text-align:left\">ticket</th><th style=\"text-align:left\">fare</th><th style=\"text-align:left\">cabin</th><th style=\"text-align:left\">boat</th><th style=\"text-align:left\">body</th><th class=\"rightBorder\" style=\"text-align:left\">homedest</th><th class=\"leftBorder\" style=\"text-align:left\">pclass</th><th style=\"text-align:left\"></th><th class=\"rightBorder\" style=\"text-align:left\"></th><th class=\"leftBorder\" style=\"text-align:left\">sex</th><th style=\"text-align:left\"></th><th class=\"rightBorder\" style=\"text-align:left\"></th><th class=\"rightBorder leftBorder\" style=\"text-align:left\">embarked</th><th style=\"text-align:left\"></th><th style=\"text-align:left\"></th><th style=\"text-align:left\"></th></tr><tr><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder leftBorder\" style=\"text-align:left\">1</th><th class=\"bottomBorder\" style=\"text-align:left\">2</th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\">3</th><th class=\"bottomBorder leftBorder\" style=\"text-align:left\">other</th><th class=\"bottomBorder\" style=\"text-align:left\">male</th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\">female</th><th class=\"bottomBorder rightBorder leftBorder\" style=\"text-align:left\">S</th><th class=\"bottomBorder\" style=\"text-align:left\">AA</th><th class=\"bottomBorder\" style=\"text-align:left\">C</th><th class=\"bottomBorder\" style=\"text-align:left\">Q</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td style=\"vertical-align:top\">29.000000</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">24160</td><td style=\"vertical-align:top\">211.337500</td><td style=\"vertical-align:top\">B5</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">null</td><td class=\"rightBorder\" style=\"vertical-align:top\">St Louis, MO</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td style=\"vertical-align:top\">0.916700</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">11</td><td style=\"vertical-align:top\">null</td><td class=\"rightBorder\" style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">true</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td class=\"rightBorder\" style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">true</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td style=\"vertical-align:top\">30.000000</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">135</td><td class=\"rightBorder\" style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">true</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">25.000000</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td class=\"rightBorder\" style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">true</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td></tr></tbody></table>\n",
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"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"name\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"boat\",\"body\",\"homedest\",\"pclass\",\"sex\",\"embarked\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ColumnGroup\"},{\"kind\":\"ColumnGroup\"},{\"kind\":\"ColumnGroup\"}],\"nrow\":5,\"ncol\":14},\"kotlin_dataframe\":[{\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"age\":29.0,\"sibsp\":0.0,\"parch\":0.0,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":true,\"male\":false,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"age\":0.9167,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":false,\"male\":true,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":false,\"AA\":true,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"age\":2.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":false,\"male\":false,\"female\":true},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"age\":30.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":false,\"male\":true,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"age\":25.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":false,\"male\":false,\"female\":true},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}}]}"
|
|
},
|
|
"execution_count": 30,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 30
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:21:53.836768Z",
|
|
"start_time": "2025-05-28T10:21:53.287280Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"val df2 = pivoted\n",
|
|
" // feature extraction\n",
|
|
" .select { cols(survived, pclass, sibsp, parch, age, fare, sex, embarked) }\n",
|
|
" .convert { valueCols() }.toDouble()\n",
|
|
"\n",
|
|
"df2.head()"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_39()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_39\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870812"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 5, columnsCount = 8</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"survived: Double\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"1: Boolean\">1</span>", children: [], rightAlign: false, values: ["true","true","true","true","true"] }, \n",
|
|
"{ name: "<span title=\"2: Boolean\">2</span>", children: [], rightAlign: false, values: ["false","false","false","false","false"] }, \n",
|
|
"{ name: "<span title=\"3: Boolean\">3</span>", children: [], rightAlign: false, values: ["false","false","false","false","false"] }, \n",
|
|
"{ name: "<span title=\"pclass: DataRow<*>\">pclass</span>", children: [1, 2, 3], rightAlign: false, values: ["<span class=\"formatted\" title=\"1: true\n2: false\n3: false\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span>true<span class=\"structural\">, </span><span class=\"structural\">2: </span>false<span class=\"structural\">, </span><span class=\"structural\">3: </span>false<span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: true\n2: false\n3: false\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span>true<span class=\"structural\">, </span><span class=\"structural\">2: </span>false<span class=\"structural\">, </span><span class=\"structural\">3: </span>false<span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: true\n2: false\n3: false\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span>true<span class=\"structural\">, </span><span class=\"structural\">2: </span>false<span class=\"structural\">, </span><span class=\"structural\">3: </span>false<span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: true\n2: false\n3: false\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span>true<span class=\"structural\">, </span><span class=\"structural\">2: </span>false<span class=\"structural\">, </span><span class=\"structural\">3: </span>false<span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"1: true\n2: false\n3: false\"><span class=\"structural\">{ </span><span class=\"structural\">1: </span>true<span class=\"structural\">, </span><span class=\"structural\">2: </span>false<span class=\"structural\">, </span><span class=\"structural\">3: </span>false<span class=\"structural\"> }</span></span>"] }, \n",
|
|
"{ name: "<span title=\"sibsp: Double\">sibsp</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"parch: Double\">parch</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">29.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.9167</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">30.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">25.0000</span></span>"] }, \n",
|
|
"{ name: "<span title=\"fare: Double\">fare</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">211.3375</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>"] }, \n",
|
|
"{ name: "<span title=\"other: Boolean\">other</span>", children: [], rightAlign: false, values: ["true","false","false","false","false"] }, \n",
|
|
"{ name: "<span title=\"male: Boolean\">male</span>", children: [], rightAlign: false, values: ["false","true","false","true","false"] }, \n",
|
|
"{ name: "<span title=\"female: Boolean\">female</span>", children: [], rightAlign: false, values: ["false","false","true","false","true"] }, \n",
|
|
"{ name: "<span title=\"sex: DataRow<*>\">sex</span>", children: [9, 10, 11], rightAlign: false, values: ["<span class=\"formatted\" title=\"other: true\nmale: false\nfemale: false\"><span class=\"structural\">{ </span><span class=\"structural\">other: </span>true<span class=\"structural\">, </span><span class=\"structural\">male: </span>false<span class=\"structural\">, </span><span class=\"structural\">female:...</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"other: false\nmale: true\nfemale: false\"><span class=\"structural\">{ </span><span class=\"structural\">other: </span>false<span class=\"structural\">, </span><span class=\"structural\">male: </span>true<span class=\"structural\">, </span><span class=\"structural\">female:...</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"other: false\nmale: false\nfemale: true\"><span class=\"structural\">{ </span><span class=\"structural\">other: </span>false<span class=\"structural\">, </span><span class=\"structural\">male: </span>false<span class=\"structural\">, </span><span class=\"structural\">female...</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"other: false\nmale: true\nfemale: false\"><span class=\"structural\">{ </span><span class=\"structural\">other: </span>false<span class=\"structural\">, </span><span class=\"structural\">male: </span>true<span class=\"structural\">, </span><span class=\"structural\">female:...</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"other: false\nmale: false\nfemale: true\"><span class=\"structural\">{ </span><span class=\"structural\">other: </span>false<span class=\"structural\">, </span><span class=\"structural\">male: </span>false<span class=\"structural\">, </span><span class=\"structural\">female...</span><span class=\"structural\"> }</span></span>"] }, \n",
|
|
"{ name: "<span title=\"S: Boolean\">S</span>", children: [], rightAlign: false, values: ["true","false","true","true","true"] }, \n",
|
|
"{ name: "<span title=\"AA: Boolean\">AA</span>", children: [], rightAlign: false, values: ["false","true","false","false","false"] }, \n",
|
|
"{ name: "<span title=\"C: Boolean\">C</span>", children: [], rightAlign: false, values: ["false","false","false","false","false"] }, \n",
|
|
"{ name: "<span title=\"Q: Boolean\">Q</span>", children: [], rightAlign: false, values: ["false","false","false","false","false"] }, \n",
|
|
"{ name: "<span title=\"embarked: DataRow<*>\">embarked</span>", children: [13, 14, 15, 16], rightAlign: false, values: ["<span class=\"formatted\" title=\"S: true\nAA: false\nC: false\nQ: false\"><span class=\"structural\">{ </span><span class=\"structural\">S: </span>true<span class=\"structural\">, </span><span class=\"structural\">AA: </span>false<span class=\"structural\">, </span><span class=\"structural\">C: </span>false<span class=\"structural\">, </span><span class=\"structural\">Q: </span><span class=\"structural\">...</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"S: false\nAA: true\nC: false\nQ: false\"><span class=\"structural\">{ </span><span class=\"structural\">S: </span>false<span class=\"structural\">, </span><span class=\"structural\">AA: </span>true<span class=\"structural\">, </span><span class=\"structural\">C: </span>false<span class=\"structural\">, </span><span class=\"structural\">Q: </span><span class=\"structural\">...</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"S: true\nAA: false\nC: false\nQ: false\"><span class=\"structural\">{ </span><span class=\"structural\">S: </span>true<span class=\"structural\">, </span><span class=\"structural\">AA: </span>false<span class=\"structural\">, </span><span class=\"structural\">C: </span>false<span class=\"structural\">, </span><span class=\"structural\">Q: </span><span class=\"structural\">...</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"S: true\nAA: false\nC: false\nQ: false\"><span class=\"structural\">{ </span><span class=\"structural\">S: </span>true<span class=\"structural\">, </span><span class=\"structural\">AA: </span>false<span class=\"structural\">, </span><span class=\"structural\">C: </span>false<span class=\"structural\">, </span><span class=\"structural\">Q: </span><span class=\"structural\">...</span><span class=\"structural\"> }</span></span>","<span class=\"formatted\" title=\"S: true\nAA: false\nC: false\nQ: false\"><span class=\"structural\">{ </span><span class=\"structural\">S: </span>true<span class=\"structural\">, </span><span class=\"structural\">AA: </span>false<span class=\"structural\">, </span><span class=\"structural\">C: </span>false<span class=\"structural\">, </span><span class=\"structural\">Q: </span><span class=\"structural\">...</span><span class=\"structural\"> }</span></span>"] }, \n",
|
|
"], id: -536870812, rootId: -536870812, totalRows: 5 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870812) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_39() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_39\");\n",
|
|
" resize_iframe_out_39(elem);\n",
|
|
" setInterval(resize_iframe_out_39, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_39(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
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style=\"text-align:left\">2</th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\">3</th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder leftBorder\" style=\"text-align:left\">other</th><th class=\"bottomBorder\" style=\"text-align:left\">male</th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\">female</th><th class=\"bottomBorder rightBorder leftBorder\" style=\"text-align:left\">S</th><th class=\"bottomBorder\" style=\"text-align:left\">AA</th><th class=\"bottomBorder\" style=\"text-align:left\">C</th><th class=\"bottomBorder\" style=\"text-align:left\">Q</th></tr></thead><tbody><tr><td class=\"rightBorder\" style=\"vertical-align:top\">1.000000</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td 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class=\"leftBorder\" style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">true</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.000000</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">30.000000</td><td class=\"rightBorder\" style=\"vertical-align:top\">151.550000</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">true</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.000000</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">25.000000</td><td class=\"rightBorder\" style=\"vertical-align:top\">151.550000</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">true</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td><td style=\"vertical-align:top\">false</td></tr></tbody></table>\n",
|
|
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|
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|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"pclass\",\"sibsp\",\"parch\",\"age\",\"fare\",\"sex\",\"embarked\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ColumnGroup\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ColumnGroup\"},{\"kind\":\"ColumnGroup\"}],\"nrow\":5,\"ncol\":8},\"kotlin_dataframe\":[{\"survived\":1.0,\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sibsp\":0.0,\"parch\":0.0,\"age\":29.0,\"fare\":211.3375,\"sex\":{\"data\":{\"other\":true,\"male\":false,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":1.0,\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sibsp\":1.0,\"parch\":2.0,\"age\":0.9167,\"fare\":151.55,\"sex\":{\"data\":{\"other\":false,\"male\":true,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":false,\"AA\":true,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0.0,\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sibsp\":1.0,\"parch\":2.0,\"age\":2.0,\"fare\":151.55,\"sex\":{\"data\":{\"other\":false,\"male\":false,\"female\":true},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0.0,\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sibsp\":1.0,\"parch\":2.0,\"age\":30.0,\"fare\":151.55,\"sex\":{\"data\":{\"other\":false,\"male\":true,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0.0,\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sibsp\":1.0,\"parch\":2.0,\"age\":25.0,\"fare\":151.55,\"sex\":{\"data\":{\"other\":false,\"male\":false,\"female\":true},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}}]}"
|
|
},
|
|
"execution_count": 31,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 31
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"source": [
|
|
"df2.corr { survived and sibsp and parch and age and fare }.withItself()"
|
|
],
|
|
"metadata": {
|
|
"collapsed": false,
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:22:12.540994Z",
|
|
"start_time": "2025-05-28T10:22:12.381666Z"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
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|
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|
|
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|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
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|
|
" --background: #fff;\n",
|
|
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|
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"\n",
|
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"table.dataframe a:hover {\n",
|
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"\n",
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|
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|
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|
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"}\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="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870808"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 5, columnsCount = 6</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"column: String\">column</span>", children: [], rightAlign: false, values: ["survived","sibsp","parch","age","fare"] }, \n",
|
|
"{ name: "<span title=\"survived: Double\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.027825</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.082660</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.050199</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.244208</span></span>"] }, \n",
|
|
"{ name: "<span title=\"sibsp: Double\">sibsp</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.027825</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.373587</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.190747</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.160224</span></span>"] }, \n",
|
|
"{ name: "<span title=\"parch: Double\">parch</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.082660</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.373587</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.130872</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.221522</span></span>"] }, \n",
|
|
"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.050199</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.190747</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.130872</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.171521</span></span>"] }, \n",
|
|
"{ name: "<span title=\"fare: Double\">fare</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.244208</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.160224</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.221522</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.171521</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>"] }, \n",
|
|
"], id: -536870808, rootId: -536870808, totalRows: 5 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870808) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_41() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_41\");\n",
|
|
" resize_iframe_out_41(elem);\n",
|
|
" setInterval(resize_iframe_out_41, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_41(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870807\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">-0.027825</td><td style=\"vertical-align:top\">0.082660</td><td style=\"vertical-align:top\">-0.050199</td><td style=\"vertical-align:top\">0.244208</td></tr><tr><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">-0.027825</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">0.373587</td><td style=\"vertical-align:top\">-0.190747</td><td style=\"vertical-align:top\">0.160224</td></tr><tr><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">0.082660</td><td style=\"vertical-align:top\">0.373587</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">-0.130872</td><td style=\"vertical-align:top\">0.221522</td></tr><tr><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">-0.050199</td><td style=\"vertical-align:top\">-0.190747</td><td style=\"vertical-align:top\">-0.130872</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">0.171521</td></tr><tr><td style=\"vertical-align:top\">fare</td><td style=\"vertical-align:top\">0.244208</td><td style=\"vertical-align:top\">0.160224</td><td style=\"vertical-align:top\">0.221522</td><td style=\"vertical-align:top\">0.171521</td><td style=\"vertical-align:top\">1.000000</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870807\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"survived\",\"sibsp\",\"parch\",\"age\",\"fare\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":6},\"kotlin_dataframe\":[{\"column\":\"survived\",\"survived\":1.0,\"sibsp\":-0.02782511923058273,\"parch\":0.0826595703861011,\"age\":-0.050198983636982906,\"fare\":0.24420775279437662},{\"column\":\"sibsp\",\"survived\":-0.02782511923058273,\"sibsp\":1.0,\"parch\":0.3735871906264913,\"age\":-0.19074715633383899,\"fare\":0.16022419622116035},{\"column\":\"parch\",\"survived\":0.0826595703861011,\"sibsp\":0.3735871906264913,\"parch\":1.0,\"age\":-0.1308719630307398,\"fare\":0.2215218879995723},{\"column\":\"age\",\"survived\":-0.050198983636982906,\"sibsp\":-0.19074715633383899,\"parch\":-0.1308719630307398,\"age\":1.0,\"fare\":0.17152056539956614},{\"column\":\"fare\",\"survived\":0.24420775279437662,\"sibsp\":0.16022419622116035,\"parch\":0.2215218879995723,\"age\":0.17152056539956614,\"fare\":1.0}]}"
|
|
},
|
|
"execution_count": 32,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 32
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"source": [
|
|
"val correlationTable = df2\n",
|
|
" .corr { survived and sibsp and parch and age and fare }.withItself()\n",
|
|
" .gather { allAfter(\"column\") }.into(\"row\", \"value\")\n",
|
|
"correlationTable"
|
|
],
|
|
"metadata": {
|
|
"collapsed": false,
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:22:18.785973Z",
|
|
"start_time": "2025-05-28T10:22:18.261051Z"
|
|
}
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_43()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_43\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870804"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">... showing only top 20 of 25 rows</p><p class="dataframe_description">DataFrame: rowsCount = 25, columnsCount = 3</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"column: String\">column</span>", children: [], rightAlign: false, values: ["survived","survived","survived","survived","survived","sibsp","sibsp","sibsp","sibsp","sibsp","parch","parch","parch","parch","parch","age","age","age","age","age"] }, \n",
|
|
"{ name: "<span title=\"row: String\">row</span>", children: [], rightAlign: false, values: ["survived","sibsp","parch","age","fare","survived","sibsp","parch","age","fare","survived","sibsp","parch","age","fare","survived","sibsp","parch","age","fare"] }, \n",
|
|
"{ name: "<span title=\"value: Double\">value</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.027825</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.082660</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.050199</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.244208</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.027825</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.373587</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.190747</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.160224</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.082660</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.373587</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.130872</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.221522</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.050199</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.190747</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.130872</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.000000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.171521</span></span>"] }, \n",
|
|
"], id: -536870804, rootId: -536870804, totalRows: 25 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870804) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_43() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_43\");\n",
|
|
" resize_iframe_out_43(elem);\n",
|
|
" setInterval(resize_iframe_out_43, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_43(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
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" color: var(--text-color-dark);\n",
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"\n",
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" </style>\n",
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" <table class=\"dataframe\" id=\"static_df_-536870803\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">row</th><th class=\"bottomBorder\" style=\"text-align:left\">value</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">-0.027825</td></tr><tr><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">0.082660</td></tr><tr><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">-0.050199</td></tr><tr><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">fare</td><td style=\"vertical-align:top\">0.244208</td></tr><tr><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">-0.027825</td></tr><tr><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">0.373587</td></tr><tr><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">-0.190747</td></tr><tr><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">fare</td><td style=\"vertical-align:top\">0.160224</td></tr><tr><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">0.082660</td></tr><tr><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">0.373587</td></tr><tr><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">-0.130872</td></tr><tr><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">fare</td><td style=\"vertical-align:top\">0.221522</td></tr><tr><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">survived</td><td style=\"vertical-align:top\">-0.050199</td></tr><tr><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">sibsp</td><td style=\"vertical-align:top\">-0.190747</td></tr><tr><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">parch</td><td style=\"vertical-align:top\">-0.130872</td></tr><tr><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">1.000000</td></tr><tr><td style=\"vertical-align:top\">age</td><td style=\"vertical-align:top\">fare</td><td style=\"vertical-align:top\">0.171521</td></tr></tbody></table>\n",
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},
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"execution_count": 33,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"execution_count": 33
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},
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{
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"cell_type": "code",
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"source": [
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"fun scaleContinuousColorGradientN() =\n",
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" continuousColorGradientN(\n",
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" gradientColors = listOf(\n",
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" JetBrainsColors.orange,\n",
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" JetBrainsColors.lightGrey,\n",
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" JetBrainsColors.darkGrey,\n",
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" ),\n",
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" domainMin = -1.0,\n",
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" domainMax = 1.0,\n",
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" )"
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],
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"metadata": {
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"collapsed": false,
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"ExecuteTime": {
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"start_time": "2025-05-28T10:27:47.068329Z"
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}
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},
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"outputs": [],
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"execution_count": 35
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},
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{
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"cell_type": "code",
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"source": [
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"correlationTable.plot {\n",
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" tiles {\n",
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" x(row) { axis.name = \"\" }\n",
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" y(column) { axis.name = \"\" }\n",
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" fillColor(value) { scale = scaleContinuousColorGradientN() }\n",
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" }\n",
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"}"
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],
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"metadata": {
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"collapsed": false,
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"ExecuteTime": {
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"end_time": "2025-05-28T10:27:48.267717Z",
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"start_time": "2025-05-28T10:27:47.970392Z"
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}
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},
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"outputs": [
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}
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},
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"execution_count": 36,
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"metadata": {},
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}
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],
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},
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{
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"cell_type": "code",
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"source": [
|
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"correlationTable.plot {\n",
|
|
" points {\n",
|
|
" size(value) {\n",
|
|
" legend {\n",
|
|
" breaks(emptyList())\n",
|
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" }\n",
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" }\n",
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" symbol = Symbol.SQUARE\n",
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" x(row) {\n",
|
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" axis.name = \"\"\n",
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" }\n",
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" y(column) {\n",
|
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" axis.name = \"\"\n",
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" }\n",
|
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" color(value) { scale = scaleContinuousColorGradientN() }\n",
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" }\n",
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" layout {\n",
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" style {\n",
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" panel.grid {\n",
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" majorLine {\n",
|
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" blank = true\n",
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" }\n",
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" }\n",
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" }\n",
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" size = 500 to 350\n",
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" }\n",
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"}"
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],
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"metadata": {
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"collapsed": false,
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"ExecuteTime": {
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"end_time": "2025-05-28T10:28:36.815484Z",
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"start_time": "2025-05-28T10:28:36.534198Z"
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}
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},
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"outputs": [
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{
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"data": {
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"text/html": [
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" <iframe src='about:blank' style='border:none !important;' width='500' height='350' srcdoc=\"<html lang="en">\n",
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" <head>\n",
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" <meta charset="UTF-8">\n",
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" <style> html, body { margin: 0; overflow: hidden; } </style>\n",
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" <script type="text/javascript" data-lets-plot-script="library" src="https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.1/js-package/distr/lets-plot.min.js"></script>\n",
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" </head>\n",
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" <body>\n",
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" <div id="e0Jw9j"></div>\n",
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" <script type="text/javascript" data-lets-plot-script="plot">\n",
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" \n",
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" (function() {\n",
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" // ----------\n",
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" \n",
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" var plotSpec={\n",
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""mapping":{\n",
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"},\n",
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""data":{\n",
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""column":["survived","survived","survived","survived","survived","sibsp","sibsp","sibsp","sibsp","sibsp","parch","parch","parch","parch","parch","age","age","age","age","age","fare","fare","fare","fare","fare"],\n",
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""row":["survived","sibsp","parch","age","fare","survived","sibsp","parch","age","fare","survived","sibsp","parch","age","fare","survived","sibsp","parch","age","fare","survived","sibsp","parch","age","fare"],\n",
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""value":[1.0,-0.02782511923058273,0.0826595703861011,-0.050198983636982906,0.24420775279437662,-0.02782511923058273,1.0,0.3735871906264913,-0.19074715633383899,0.16022419622116035,0.0826595703861011,0.3735871906264913,1.0,-0.1308719630307398,0.2215218879995723,-0.050198983636982906,-0.19074715633383899,-0.1308719630307398,1.0,0.17152056539956614,0.24420775279437662,0.16022419622116035,0.2215218879995723,0.17152056539956614,1.0]\n",
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"},\n",
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""ggsize":{\n",
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""width":500.0,\n",
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""height":350.0\n",
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"},\n",
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""kind":"plot",\n",
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""scales":[{\n",
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""aesthetic":"size",\n",
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""breaks":[],\n",
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""limits":[null,null]\n",
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"},{\n",
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""aesthetic":"x",\n",
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""discrete":true,\n",
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""name":""\n",
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"},{\n",
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""aesthetic":"y",\n",
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""discrete":true,\n",
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""name":""\n",
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"},{\n",
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""aesthetic":"color",\n",
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""scale_mapper_kind":"color_gradientn",\n",
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""limits":[-1.0,1.0],\n",
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""colors":["#ff6632","#a6a6a6","#4c4c4c"]\n",
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"}],\n",
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""layers":[{\n",
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""mapping":{\n",
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""size":"value",\n",
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""x":"row",\n",
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""y":"column",\n",
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""color":"value"\n",
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"},\n",
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""stat":"identity",\n",
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""shape":15.0,\n",
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""sampling":"none",\n",
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""inherit_aes":false,\n",
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""position":"identity",\n",
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""geom":"point",\n",
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""data":{\n",
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"}\n",
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"}],\n",
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""theme":{\n",
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""axis_ontop":false,\n",
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""axis_ontop_y":false,\n",
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""axis_ontop_x":false,\n",
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""panel_grid_major":{\n",
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""blank":true\n",
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"}\n",
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"},\n",
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""data_meta":{\n",
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""series_annotations":[{\n",
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""type":"float",\n",
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""column":"value"\n",
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"},{\n",
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""type":"str",\n",
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""column":"row"\n",
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"},{\n",
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""type":"str",\n",
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""column":"column"\n",
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"}]\n",
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"},\n",
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""spec_id":"23"\n",
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"};\n",
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" var containerDiv = document.getElementById("e0Jw9j");\n",
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" \n",
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" var toolbar = null;\n",
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" var plotContainer = containerDiv; \n",
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" \n",
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" var options = {\n",
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" sizing: {\n",
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" width_mode: "fixed",\n",
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" height_mode: "fixed",\n",
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" width: 500.0,\n",
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" height: 350.0\n",
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" }\n",
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" };\n",
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" var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
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|
" if (toolbar) {\n",
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" toolbar.bind(fig);\n",
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" }\n",
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" \n",
|
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" // ----------\n",
|
|
" })();\n",
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" \n",
|
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" </script>\n",
|
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" </body>\n",
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"</html>\"></iframe> <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=459c60f3-ee7d-46d8-a1d8-18154ba37491 width=\"100%\" height=\"100%\" style=\"max-width: 500.0px; max-height: 350.0px;\" viewBox=\"0 0 500.0 350.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
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" <style type=\"text/css\">\n",
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" .plt-container {\n",
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" font-family: Lucida Grande, sans-serif;\n",
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" user-select: none;\n",
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" -webkit-user-select: none;\n",
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" -moz-user-select: none;\n",
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" -ms-user-select: none;\n",
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"}\n",
|
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"text {\n",
|
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" text-rendering: optimizeLegibility;\n",
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"}\n",
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"#ptWA12M .plot-title {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 16.0px;\n",
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"\n",
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"}\n",
|
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"#ptWA12M .plot-subtitle {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 15.0px;\n",
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"\n",
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"}\n",
|
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"#ptWA12M .plot-caption {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"\n",
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"}\n",
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"fill: #118ed8;\n",
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"font-weight: normal;\n",
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" font-style: normal;\n",
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"}\n",
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"#ptWA12M .legend-title {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 15.0px;\n",
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"\n",
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"}\n",
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"#ptWA12M .legend-item {\n",
|
|
"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
|
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"font-size: 13.0px;\n",
|
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"\n",
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"}\n",
|
|
"#ptWA12M .axis-title-x {\n",
|
|
"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 15.0px;\n",
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"\n",
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"}\n",
|
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"#ptWA12M .axis-text-x {\n",
|
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 13.0px;\n",
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"\n",
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"}\n",
|
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"#d9JqEr8 .axis-tooltip-text-x {\n",
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"fill: #ffffff;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 13.0px;\n",
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"\n",
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"}\n",
|
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"#ptWA12M .axis-title-y {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 15.0px;\n",
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"\n",
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"}\n",
|
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"#ptWA12M .axis-text-y {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 13.0px;\n",
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"\n",
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"}\n",
|
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"#d9JqEr8 .axis-tooltip-text-y {\n",
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"fill: #ffffff;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 13.0px;\n",
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"\n",
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"}\n",
|
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"#ptWA12M .facet-strip-text-x {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 13.0px;\n",
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"\n",
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"}\n",
|
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"#ptWA12M .facet-strip-text-y {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 13.0px;\n",
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"\n",
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"}\n",
|
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"#d9JqEr8 .tooltip-text {\n",
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"fill: #474747;\n",
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"font-weight: normal;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
|
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"font-size: 13.0px;\n",
|
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"\n",
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"}\n",
|
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"#d9JqEr8 .tooltip-title {\n",
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"fill: #474747;\n",
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"font-weight: bold;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 13.0px;\n",
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"\n",
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"}\n",
|
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"#d9JqEr8 .tooltip-label {\n",
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"fill: #474747;\n",
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"font-weight: bold;\n",
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" font-style: normal;font-family: Lucida Grande, sans-serif;\n",
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"font-size: 13.0px;\n",
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"\n",
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"}\n",
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" </style>\n",
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" <g id=\"ptWA12M\">\n",
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" </path>\n",
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" <g transform=\"translate(29.5 6.5 ) \">\n",
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" <g>\n",
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"source": [
|
|
"# Creation of new features\n",
|
|
"\n",
|
|
"We suggest combining both the **Sibsp** and **parch** features into a single new feature named **FamilyNumber** by simply summing them up."
|
|
]
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},
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{
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"cell_type": "code",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-05-28T10:29:35.998766Z",
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"start_time": "2025-05-28T10:29:35.802141Z"
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}
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},
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"source": [
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"val familyDF = df1\n",
|
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" .add(\"familyNumber\") { sibsp + parch }\n",
|
|
"\n",
|
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"familyDF.head()"
|
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],
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"outputs": [
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{
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"data": {
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"text/html": [
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" :root {\n",
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":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
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"}\n",
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"\n",
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"p.dataframe_description {\n",
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" color: var(--text-color-dark);\n",
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"}\n",
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"\n",
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"table.dataframe {\n",
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" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
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" font-size: 12px;\n",
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" background-color: var(--background);\n",
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"\n",
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"table.dataframe th, td {\n",
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" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
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|
" text-align: left;\n",
|
|
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|
"\n",
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"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
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|
"}\n",
|
|
"\n",
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"table.dataframe td {\n",
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|
"\n",
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|
|
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|
|
"}\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",
|
|
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|
|
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|
|
"\n",
|
|
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|
|
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|
|
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|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
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|
|
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|
|
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|
|
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|
|
"\n",
|
|
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|
|
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|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
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|
|
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|
|
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|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
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|
|
"}\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",
|
|
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|
|
" 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",
|
|
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|
|
"}\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="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\n",
|
|
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|
|
"body::-webkit-scrollbar-thumb {\n",
|
|
" background-color: var(--scroll-fg);\n",
|
|
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|
|
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|
|
" background-color: var(--scroll-bg);\n",
|
|
"}\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870800"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 5, columnsCount = 15</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" (function () {\n",
|
|
" window.DataFrame = window.DataFrame || new (function () {\n",
|
|
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|
|
" let cols = df.cols;\n",
|
|
" for (let i = 0; i < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"pclass: Int\">pclass</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>"] }, \n",
|
|
"{ name: "<span title=\"survived: Int\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"name: String\">name</span>", children: [], rightAlign: false, values: ["Allen, Miss. Elisabeth Walton","Allison, Master. Hudson Trevor","Allison, Miss. Helen Loraine","Allison, Mr. Hudson Joshua Creighton","<span class=\"formatted\" title=\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></span>"] }, \n",
|
|
"{ name: "<span title=\"sex: String\">sex</span>", children: [], rightAlign: false, values: ["other","male","female","male","female"] }, \n",
|
|
"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">29.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.9167</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">30.0000</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">25.0000</span></span>"] }, \n",
|
|
"{ name: "<span title=\"sibsp: Double\">sibsp</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1.0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"parch: Double\">parch</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2.0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"ticket: String\">ticket</span>", children: [], rightAlign: false, values: ["24160","113781","113781","113781","113781"] }, \n",
|
|
"{ name: "<span title=\"fare: Double\">fare</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">211.3375</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">151.5500</span></span>"] }, \n",
|
|
"{ name: "<span title=\"cabin: String\">cabin</span>", children: [], rightAlign: false, values: ["B5","C22 C26","C22 C26","C22 C26","C22 C26"] }, \n",
|
|
"{ name: "<span title=\"embarked: String\">embarked</span>", children: [], rightAlign: false, values: ["S","AA","S","S","S"] }, \n",
|
|
"{ name: "<span title=\"boat: String?\">boat</span>", children: [], rightAlign: false, values: ["2","11","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>"] }, \n",
|
|
"{ name: "<span title=\"body: Int?\">body</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">135</span></span>","<span class=\"formatted\" title=\"\"><span class=\"null\">null</span></span>"] }, \n",
|
|
"{ name: "<span title=\"homedest: String\">homedest</span>", children: [], rightAlign: false, values: ["St Louis, MO","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON","Montreal, PQ / Chesterville, ON"] }, \n",
|
|
"{ name: "<span title=\"familyNumber: Double\">familyNumber</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3.0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">3.0</span></span>"] }, \n",
|
|
"], id: -536870800, rootId: -536870800, totalRows: 5 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870800) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_45() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_45\");\n",
|
|
" resize_iframe_out_45(elem);\n",
|
|
" setInterval(resize_iframe_out_45, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_45(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
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|
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|
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|
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|
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|
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|
|
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|
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|
|
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|
|
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|
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|
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|
|
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|
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|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
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|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
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|
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" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870799\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">ticket</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th><th class=\"bottomBorder\" style=\"text-align:left\">cabin</th><th class=\"bottomBorder\" style=\"text-align:left\">embarked</th><th class=\"bottomBorder\" style=\"text-align:left\">boat</th><th class=\"bottomBorder\" style=\"text-align:left\">body</th><th class=\"bottomBorder\" style=\"text-align:left\">homedest</th><th class=\"bottomBorder\" style=\"text-align:left\">familyNumber</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td style=\"vertical-align:top\">other</td><td style=\"vertical-align:top\">29.000000</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">0.000000</td><td style=\"vertical-align:top\">24160</td><td style=\"vertical-align:top\">211.337500</td><td style=\"vertical-align:top\">B5</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">2</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">St Louis, MO</td><td style=\"vertical-align:top\">0.000000</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">0.916700</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">AA</td><td style=\"vertical-align:top\">11</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td style=\"vertical-align:top\">3.000000</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td style=\"vertical-align:top\">3.000000</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td style=\"vertical-align:top\">male</td><td style=\"vertical-align:top\">30.000000</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">135</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td style=\"vertical-align:top\">3.000000</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">female</td><td style=\"vertical-align:top\">25.000000</td><td style=\"vertical-align:top\">1.000000</td><td style=\"vertical-align:top\">2.000000</td><td style=\"vertical-align:top\">113781</td><td style=\"vertical-align:top\">151.550000</td><td style=\"vertical-align:top\">C22 C26</td><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">null</td><td style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td style=\"vertical-align:top\">3.000000</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870799\").style.display = \"none\";\n",
|
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" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\",\"name\",\"sex\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"embarked\",\"boat\",\"body\",\"homedest\",\"familyNumber\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":15},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"sex\":\"other\",\"age\":29.0,\"sibsp\":0.0,\"parch\":0.0,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"embarked\":\"S\",\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\",\"familyNumber\":0.0},{\"pclass\":1,\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"sex\":\"male\",\"age\":0.9167,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"AA\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"familyNumber\":3.0},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"sex\":\"female\",\"age\":2.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"familyNumber\":3.0},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"sex\":\"male\",\"age\":30.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"familyNumber\":3.0},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"sex\":\"female\",\"age\":25.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"familyNumber\":3.0}]}"
|
|
},
|
|
"execution_count": 38,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 38
|
|
},
|
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{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:30:07.106789Z",
|
|
"start_time": "2025-05-28T10:30:07.043468Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"familyDF.corr { familyNumber }.with { survived }"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
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" <head>\n",
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|
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|
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|
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"\n",
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|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
"\n",
|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
|
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|
|
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|
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|
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|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"column: String\">column</span>", children: [], rightAlign: false, values: ["familyNumber"] }, \n",
|
|
"{ name: "<span title=\"survived: Double\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.026876</span></span>"] }, \n",
|
|
"], id: -536870792, rootId: -536870792, totalRows: 1 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870792) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_49() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_49\");\n",
|
|
" resize_iframe_out_49(elem);\n",
|
|
" setInterval(resize_iframe_out_49, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_49(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870791\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">familyNumber</td><td style=\"vertical-align:top\">0.026876</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870791\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":1,\"ncol\":2},\"kotlin_dataframe\":[{\"column\":\"familyNumber\",\"survived\":0.02687643412533192}]}"
|
|
},
|
|
"execution_count": 40,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 40
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:30:09.716646Z",
|
|
"start_time": "2025-05-28T10:30:09.606851Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"familyDF.corr { familyNumber }.with { age }"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_51()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_51\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870788"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 1, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", value.style)\n",
|
|
" } else td.innerHTML = value\n",
|
|
" this.nodeScriptReplace(td)\n",
|
|
" }\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.nodeScriptReplace = function (node) {\n",
|
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" if (this.nodeScriptIs(node) === true) {\n",
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" node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
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"\n",
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"\n",
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" script.text = node.innerHTML;\n",
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"\n",
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" }\n",
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" })()\n",
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"\n",
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" window.call_DataFrame = function (f) {\n",
|
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" return f();\n",
|
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" };\n",
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"\n",
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|
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" if (funQueue) {\n",
|
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|
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" f();\n",
|
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" funQueue = [];\n",
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"})()\n",
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|
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"{ name: "<span title=\"age: Double\">age</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.196996</span></span>"] }, \n",
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"], id: -536870788, rootId: -536870788, totalRows: 1 } ) });\n",
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|
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"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_51() {\n",
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|
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" }\n",
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" <head>\n",
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|
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" --background-odd: #f5f5f5;\n",
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" --background-hover: #d9edfd;\n",
|
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" --header-text-color: #474747;\n",
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" --text-color: #848484;\n",
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|
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" --inner-border-color: #aaa;\n",
|
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" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
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|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
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|
|
"}\n",
|
|
"\n",
|
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"p.dataframe_description {\n",
|
|
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|
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|
|
" 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",
|
|
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|
|
" padding: 6px;\n",
|
|
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|
|
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|
|
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|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
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|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
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|
|
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|
|
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|
|
"\n",
|
|
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|
|
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|
|
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|
|
"\n",
|
|
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|
|
" background: var(--background-odd);\n",
|
|
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|
|
"\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",
|
|
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|
|
"\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",
|
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"table.dataframe .leftBorder {\n",
|
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" border-left-color: var(--inner-border-color);\n",
|
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"\n",
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"table.dataframe .rightBorder {\n",
|
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" border-right-color: var(--inner-border-color);\n",
|
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"}\n",
|
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"\n",
|
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"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
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"}\n",
|
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"\n",
|
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"table.dataframe .expanderSvg {\n",
|
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" width: 8px;\n",
|
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" height: 8px;\n",
|
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" 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",
|
|
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|
|
"\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",
|
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"table.dataframe tr:hover .formatted .structural, .null {\n",
|
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" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870787\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">familyNumber</td><td style=\"vertical-align:top\">-0.196996</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870787\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":1,\"ncol\":2},\"kotlin_dataframe\":[{\"column\":\"familyNumber\",\"age\":-0.19699624168458799}]}"
|
|
},
|
|
"execution_count": 41,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 41
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": "It looks like the new feature has no influence on the **survived** column, but it has a strong negative correlation with **age**."
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Titles\n",
|
|
"Let's try to extract something from the names. A lot of strings in the name column contain special titles, like Done, Mr, Mrs and so on."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:30:39.277144Z",
|
|
"start_time": "2025-05-28T10:30:38.969832Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"val titledDF = df\n",
|
|
" .select { survived and name }\n",
|
|
" .add(\"title\") {\n",
|
|
" name.split(\".\")[0].split(\",\")[1].trim()\n",
|
|
" }\n",
|
|
"titledDF.head(100)"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_53()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_53\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\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",
|
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" --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",
|
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" --bold-border-color: #777777;\n",
|
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" --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",
|
|
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|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870784"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">... showing only top 20 of 100 rows</p><p class="dataframe_description">DataFrame: rowsCount = 100, columnsCount = 3</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"survived: Int\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"name: String\">name</span>", children: [], rightAlign: false, values: ["Allen, Miss. Elisabeth Walton","Allison, Master. Hudson Trevor","Allison, Miss. Helen Loraine","Allison, Mr. Hudson Joshua Creighton","<span class=\"formatted\" title=\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></span>","Anderson, Mr. Harry","Andrews, Miss. Kornelia Theodosia","Andrews, Mr. Thomas Jr","<span class=\"formatted\" title=\"Appleton, Mrs. Edward Dale (Charlotte Lamson)\">Appleton, Mrs. Edward Dale (Charlotte<span class=\"structural\">...</span></span>","Artagaveytia, Mr. Ramon","Astor, Col. John Jacob","<span class=\"formatted\" title=\"Astor, Mrs. John Jacob (Madeleine Talmadge Force)\">Astor, Mrs. John Jacob (Madeleine Tal<span class=\"structural\">...</span></span>","Aubart, Mme. Leontine Pauline","Barber, Miss. Ellen &#34;Nellie&#34;","Barkworth, Mr. Algernon Henry Wilson","Baumann, Mr. John D","Baxter, Mr. Quigg Edmond","<span class=\"formatted\" title=\"Baxter, Mrs. James (Helene DeLaudeniere Chaput)\">Baxter, Mrs. James (Helene DeLaudenie<span class=\"structural\">...</span></span>","Bazzani, Miss. Albina","Beattie, Mr. Thomson"] }, \n",
|
|
"{ name: "<span title=\"title: String\">title</span>", children: [], rightAlign: false, values: ["Miss","Master","Miss","Mr","Mrs","Mr","Miss","Mr","Mrs","Mr","Col","Mrs","Mme","Miss","Mr","Mr","Mr","Mrs","Miss","Mr"] }, \n",
|
|
"], id: -536870784, rootId: -536870784, totalRows: 100 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870784) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_53() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_53\");\n",
|
|
" resize_iframe_out_53(elem);\n",
|
|
" setInterval(resize_iframe_out_53, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_53(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870783\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">title</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td style=\"vertical-align:top\">Miss</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td style=\"vertical-align:top\">Master</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td style=\"vertical-align:top\">Miss</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td style=\"vertical-align:top\">Mr</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">Mrs</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Anderson, Mr. Harry</td><td style=\"vertical-align:top\">Mr</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Andrews, Miss. Kornelia Theodosia</td><td style=\"vertical-align:top\">Miss</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Andrews, Mr. Thomas Jr</td><td style=\"vertical-align:top\">Mr</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Appleton, Mrs. Edward Dale (Charlotte<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">Mrs</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Artagaveytia, Mr. Ramon</td><td style=\"vertical-align:top\">Mr</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Astor, Col. John Jacob</td><td style=\"vertical-align:top\">Col</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Astor, Mrs. John Jacob (Madeleine Tal<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">Mrs</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Aubart, Mme. Leontine Pauline</td><td style=\"vertical-align:top\">Mme</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Barber, Miss. Ellen "Nellie"</td><td style=\"vertical-align:top\">Miss</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Barkworth, Mr. Algernon Henry Wilson</td><td style=\"vertical-align:top\">Mr</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Baumann, Mr. John D</td><td style=\"vertical-align:top\">Mr</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Baxter, Mr. Quigg Edmond</td><td style=\"vertical-align:top\">Mr</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Baxter, Mrs. James (Helene DeLaudenie<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">Mrs</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Bazzani, Miss. Albina</td><td style=\"vertical-align:top\">Miss</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Beattie, Mr. Thomson</td><td style=\"vertical-align:top\">Mr</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870783\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"name\",\"title\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":100,\"ncol\":3},\"kotlin_dataframe\":[{\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"title\":\"Miss\"},{\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"title\":\"Master\"},{\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"title\":\"Miss\"},{\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"title\":\"Mr\"},{\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"title\":\"Mrs\"},{\"survived\":1,\"name\":\"Anderson, Mr. Harry\",\"title\":\"Mr\"},{\"survived\":1,\"name\":\"Andrews, Miss. Kornelia Theodosia\",\"title\":\"Miss\"},{\"survived\":0,\"name\":\"Andrews, Mr. Thomas Jr\",\"title\":\"Mr\"},{\"survived\":1,\"name\":\"Appleton, Mrs. Edward Dale (Charlotte Lamson)\",\"title\":\"Mrs\"},{\"survived\":0,\"name\":\"Artagaveytia, Mr. Ramon\",\"title\":\"Mr\"},{\"survived\":0,\"name\":\"Astor, Col. John Jacob\",\"title\":\"Col\"},{\"survived\":1,\"name\":\"Astor, Mrs. John Jacob (Madeleine Talmadge Force)\",\"title\":\"Mrs\"},{\"survived\":1,\"name\":\"Aubart, Mme. Leontine Pauline\",\"title\":\"Mme\"},{\"survived\":1,\"name\":\"Barber, Miss. Ellen \\\"Nellie\\\"\",\"title\":\"Miss\"},{\"survived\":1,\"name\":\"Barkworth, Mr. Algernon Henry Wilson\",\"title\":\"Mr\"},{\"survived\":0,\"name\":\"Baumann, Mr. John D\",\"title\":\"Mr\"},{\"survived\":0,\"name\":\"Baxter, Mr. Quigg Edmond\",\"title\":\"Mr\"},{\"survived\":1,\"name\":\"Baxter, Mrs. James (Helene DeLaudeniere Chaput)\",\"title\":\"Mrs\"},{\"survived\":1,\"name\":\"Bazzani, Miss. Albina\",\"title\":\"Miss\"},{\"survived\":0,\"name\":\"Beattie, Mr. Thomson\",\"title\":\"Mr\"}]}"
|
|
},
|
|
"execution_count": 42,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 42
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:31:05.817959Z",
|
|
"start_time": "2025-05-28T10:31:05.769398Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"titledDF.valueCounts { title }"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_55()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_55\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870780"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 18, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"title: String\">title</span>", children: [], rightAlign: false, values: ["Mr","Miss","Mrs","Master","Dr","Rev","Col","Major","Mlle","Ms","Mme","Capt","Lady","Sir","Dona","Jonkheer","the Countess","Don"] }, \n",
|
|
"{ name: "<span title=\"count: Int\">count</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">757</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">260</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">197</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">61</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">8</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">8</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">4</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">2</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>"] }, \n",
|
|
"], id: -536870780, rootId: -536870780, totalRows: 18 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870780) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_55() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_55\");\n",
|
|
" resize_iframe_out_55(elem);\n",
|
|
" setInterval(resize_iframe_out_55, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_55(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870779\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Mr</td><td style=\"vertical-align:top\">757</td></tr><tr><td style=\"vertical-align:top\">Miss</td><td style=\"vertical-align:top\">260</td></tr><tr><td style=\"vertical-align:top\">Mrs</td><td style=\"vertical-align:top\">197</td></tr><tr><td style=\"vertical-align:top\">Master</td><td style=\"vertical-align:top\">61</td></tr><tr><td style=\"vertical-align:top\">Dr</td><td style=\"vertical-align:top\">8</td></tr><tr><td style=\"vertical-align:top\">Rev</td><td style=\"vertical-align:top\">8</td></tr><tr><td style=\"vertical-align:top\">Col</td><td style=\"vertical-align:top\">4</td></tr><tr><td style=\"vertical-align:top\">Major</td><td style=\"vertical-align:top\">2</td></tr><tr><td style=\"vertical-align:top\">Mlle</td><td style=\"vertical-align:top\">2</td></tr><tr><td style=\"vertical-align:top\">Ms</td><td style=\"vertical-align:top\">2</td></tr><tr><td style=\"vertical-align:top\">Mme</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">Capt</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">Lady</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">Sir</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">Dona</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">Jonkheer</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">the Countess</td><td style=\"vertical-align:top\">1</td></tr><tr><td style=\"vertical-align:top\">Don</td><td style=\"vertical-align:top\">1</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870779\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":18,\"ncol\":2},\"kotlin_dataframe\":[{\"title\":\"Mr\",\"count\":757},{\"title\":\"Miss\",\"count\":260},{\"title\":\"Mrs\",\"count\":197},{\"title\":\"Master\",\"count\":61},{\"title\":\"Dr\",\"count\":8},{\"title\":\"Rev\",\"count\":8},{\"title\":\"Col\",\"count\":4},{\"title\":\"Major\",\"count\":2},{\"title\":\"Mlle\",\"count\":2},{\"title\":\"Ms\",\"count\":2},{\"title\":\"Mme\",\"count\":1},{\"title\":\"Capt\",\"count\":1},{\"title\":\"Lady\",\"count\":1},{\"title\":\"Sir\",\"count\":1},{\"title\":\"Dona\",\"count\":1},{\"title\":\"Jonkheer\",\"count\":1},{\"title\":\"the Countess\",\"count\":1},{\"title\":\"Don\",\"count\":1}]}"
|
|
},
|
|
"execution_count": 43,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 43
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The new **Title** column contains some rare titles and some titles with typos.\n",
|
|
"Let's clean the data and merge all rare titles into one category."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:33:12.945456Z",
|
|
"start_time": "2025-05-28T10:33:12.784091Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"val rareTitles = listOf(\n",
|
|
" \"Dona\", \"Lady\", \"the Countess\", \"Capt\", \"Col\", \"Don\",\n",
|
|
" \"Dr\", \"Major\", \"Rev\", \"Sir\", \"Jonkheer\",\n",
|
|
")\n",
|
|
"\n",
|
|
"val cleanedTitledDF = titledDF.update { title }.with {\n",
|
|
" when {\n",
|
|
" it == \"Mlle\" -> \"Miss\"\n",
|
|
" it == \"Ms\" -> \"Miss\"\n",
|
|
" it == \"Mme\" -> \"Mrs\"\n",
|
|
" it in rareTitles -> \"Rare Title\"\n",
|
|
" else -> it\n",
|
|
" }\n",
|
|
"}"
|
|
],
|
|
"outputs": [],
|
|
"execution_count": 44
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:33:24.948520Z",
|
|
"start_time": "2025-05-28T10:33:24.852076Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"cleanedTitledDF.valueCounts { title }"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_57()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_57\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870776"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 5, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"title: String\">title</span>", children: [], rightAlign: false, values: ["Mr","Miss","Mrs","Master","Rare Title"] }, \n",
|
|
"{ name: "<span title=\"count: Int\">count</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">757</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">264</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">198</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">61</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">29</span></span>"] }, \n",
|
|
"], id: -536870776, rootId: -536870776, totalRows: 5 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870776) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_57() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_57\");\n",
|
|
" resize_iframe_out_57(elem);\n",
|
|
" setInterval(resize_iframe_out_57, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_57(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870775\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Mr</td><td style=\"vertical-align:top\">757</td></tr><tr><td style=\"vertical-align:top\">Miss</td><td style=\"vertical-align:top\">264</td></tr><tr><td style=\"vertical-align:top\">Mrs</td><td style=\"vertical-align:top\">198</td></tr><tr><td style=\"vertical-align:top\">Master</td><td style=\"vertical-align:top\">61</td></tr><tr><td style=\"vertical-align:top\">Rare Title</td><td style=\"vertical-align:top\">29</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870775\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":5,\"ncol\":2},\"kotlin_dataframe\":[{\"title\":\"Mr\",\"count\":757},{\"title\":\"Miss\",\"count\":264},{\"title\":\"Mrs\",\"count\":198},{\"title\":\"Master\",\"count\":61},{\"title\":\"Rare Title\",\"count\":29}]}"
|
|
},
|
|
"execution_count": 45,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 45
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Now it looks awesome, and we have only five different titles!\n",
|
|
"Let's see how it correlates with the survival rate."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:33:57.317737Z",
|
|
"start_time": "2025-05-28T10:33:56.945450Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"val correlations = cleanedTitledDF\n",
|
|
" .pivotMatches { title }\n",
|
|
" .corr { title }.with { survived }\n",
|
|
"correlations"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_59()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_59\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870772"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 5, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"title: String\">title</span>", children: [], rightAlign: false, values: ["Miss","Master","Mr","Mrs","Rare Title"] }, \n",
|
|
"{ name: "<span title=\"survived: Double\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.306069</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.057318</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.528775</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.352536</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.000915</span></span>"] }, \n",
|
|
"], id: -536870772, rootId: -536870772, totalRows: 5 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870772) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_59() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_59\");\n",
|
|
" resize_iframe_out_59(elem);\n",
|
|
" setInterval(resize_iframe_out_59, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_59(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870771\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Miss</td><td style=\"vertical-align:top\">0.306069</td></tr><tr><td style=\"vertical-align:top\">Master</td><td style=\"vertical-align:top\">0.057318</td></tr><tr><td style=\"vertical-align:top\">Mr</td><td style=\"vertical-align:top\">-0.528775</td></tr><tr><td style=\"vertical-align:top\">Mrs</td><td style=\"vertical-align:top\">0.352536</td></tr><tr><td style=\"vertical-align:top\">Rare Title</td><td style=\"vertical-align:top\">-0.000915</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870771\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":2},\"kotlin_dataframe\":[{\"title\":\"Miss\",\"survived\":0.30606871573905226},{\"title\":\"Master\",\"survived\":0.0573179698378937},{\"title\":\"Mr\",\"survived\":-0.5287747518050332},{\"title\":\"Mrs\",\"survived\":0.3525356336629826},{\"title\":\"Rare Title\",\"survived\":-9.149409567074339E-4}]}"
|
|
},
|
|
"execution_count": 46,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 46
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:34:08.120556Z",
|
|
"start_time": "2025-05-28T10:34:07.954473Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"correlations\n",
|
|
" .update { title }.with { it.substringAfter('_') }\n",
|
|
" .filter { title != \"survived\" }"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_61()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_61\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870768"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 5, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"title: String\">title</span>", children: [], rightAlign: false, values: ["Miss","Master","Mr","Mrs","Rare Title"] }, \n",
|
|
"{ name: "<span title=\"survived: Double\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.306069</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.057318</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.528775</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.352536</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.000915</span></span>"] }, \n",
|
|
"], id: -536870768, rootId: -536870768, totalRows: 5 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870768) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_61() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_61\");\n",
|
|
" resize_iframe_out_61(elem);\n",
|
|
" setInterval(resize_iframe_out_61, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_61(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870767\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Miss</td><td style=\"vertical-align:top\">0.306069</td></tr><tr><td style=\"vertical-align:top\">Master</td><td style=\"vertical-align:top\">0.057318</td></tr><tr><td style=\"vertical-align:top\">Mr</td><td style=\"vertical-align:top\">-0.528775</td></tr><tr><td style=\"vertical-align:top\">Mrs</td><td style=\"vertical-align:top\">0.352536</td></tr><tr><td style=\"vertical-align:top\">Rare Title</td><td style=\"vertical-align:top\">-0.000915</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870767\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":2},\"kotlin_dataframe\":[{\"title\":\"Miss\",\"survived\":0.30606871573905226},{\"title\":\"Master\",\"survived\":0.0573179698378937},{\"title\":\"Mr\",\"survived\":-0.5287747518050332},{\"title\":\"Mrs\",\"survived\":0.3525356336629826},{\"title\":\"Rare Title\",\"survived\":-9.149409567074339E-4}]}"
|
|
},
|
|
"execution_count": 47,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 47
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The women with the title **Miss** and **Mrs** had the same chances of survival,\n",
|
|
"but this cannot be said for the men.\n",
|
|
"\n",
|
|
"If you had the title **Mr**, you were in bad luck on Titanic.\n",
|
|
"\n",
|
|
"**Rare title** is really rare and doesn't play a big role."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:35:33.581752Z",
|
|
"start_time": "2025-05-28T10:35:33.343580Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"val groupedCleanedTitledDF = cleanedTitledDF\n",
|
|
" .valueCounts { title and survived }\n",
|
|
" .sortBy { title and survived }\n",
|
|
"groupedCleanedTitledDF"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_63()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_63\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870764"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 10, columnsCount = 3</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < children.length) {\n",
|
|
" this.nodeScriptReplace(children[i]);\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" return node;\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.nodeScriptClone = function (node) {\n",
|
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" let script = document.createElement("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < attrs.length) {\n",
|
|
" script.setAttribute((attr = attrs[i]).name, attr.value);\n",
|
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" }\n",
|
|
" return script;\n",
|
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" }\n",
|
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"\n",
|
|
" this.nodeScriptIs = function (node) {\n",
|
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" return node.tagName === 'SCRIPT';\n",
|
|
" }\n",
|
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" })()\n",
|
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"\n",
|
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|
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" return f();\n",
|
|
" };\n",
|
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"\n",
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" let funQueue = window["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
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" if (funQueue) {\n",
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|
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" f();\n",
|
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" funQueue = [];\n",
|
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" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"title: String\">title</span>", children: [], rightAlign: false, values: ["Master","Master","Miss","Miss","Mr","Mr","Mrs","Mrs","Rare Title","Rare Title"] }, \n",
|
|
"{ name: "<span title=\"survived: Int\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>"] }, \n",
|
|
"{ name: "<span title=\"count: Int\">count</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">30</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">31</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">85</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">179</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">634</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">123</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">42</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">156</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">18</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">11</span></span>"] }, \n",
|
|
"], id: -536870764, rootId: -536870764, totalRows: 10 } ) });\n",
|
|
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|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870764) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_63() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_63\");\n",
|
|
" resize_iframe_out_63(elem);\n",
|
|
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|
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|
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|
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|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
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|
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|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
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|
|
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|
|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
" --link-color-pale: #97e1fb;\n",
|
|
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|
|
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|
|
"\n",
|
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|
|
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|
|
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|
|
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|
|
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|
|
" 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",
|
|
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|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
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|
|
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|
|
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|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
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|
|
"\n",
|
|
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|
|
" background: var(--background-odd);\n",
|
|
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|
|
"\n",
|
|
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|
|
" background: var(--background);\n",
|
|
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|
|
"\n",
|
|
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|
|
" background: var(--background-hover);\n",
|
|
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|
|
"\n",
|
|
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|
|
" 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",
|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"\n",
|
|
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|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
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|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870763\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Master</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">30</td></tr><tr><td style=\"vertical-align:top\">Master</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">31</td></tr><tr><td style=\"vertical-align:top\">Miss</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">85</td></tr><tr><td style=\"vertical-align:top\">Miss</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">179</td></tr><tr><td style=\"vertical-align:top\">Mr</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">634</td></tr><tr><td style=\"vertical-align:top\">Mr</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">123</td></tr><tr><td style=\"vertical-align:top\">Mrs</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">42</td></tr><tr><td style=\"vertical-align:top\">Mrs</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">156</td></tr><tr><td style=\"vertical-align:top\">Rare Title</td><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">18</td></tr><tr><td style=\"vertical-align:top\">Rare Title</td><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">11</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870763\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"survived\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":10,\"ncol\":3},\"kotlin_dataframe\":[{\"title\":\"Master\",\"survived\":0,\"count\":30},{\"title\":\"Master\",\"survived\":1,\"count\":31},{\"title\":\"Miss\",\"survived\":0,\"count\":85},{\"title\":\"Miss\",\"survived\":1,\"count\":179},{\"title\":\"Mr\",\"survived\":0,\"count\":634},{\"title\":\"Mr\",\"survived\":1,\"count\":123},{\"title\":\"Mrs\",\"survived\":0,\"count\":42},{\"title\":\"Mrs\",\"survived\":1,\"count\":156},{\"title\":\"Rare Title\",\"survived\":0,\"count\":18},{\"title\":\"Rare Title\",\"survived\":1,\"count\":11}]}"
|
|
},
|
|
"execution_count": 48,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 48
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Surname analysis\n",
|
|
"It's alluring to dig deeper into families, and home destinations and we could start analyzing these from the surnames that can be easily extracted from the **Name** feature."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:39:01.897503Z",
|
|
"start_time": "2025-05-28T10:39:01.606417Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"val surnameDF = df1\n",
|
|
" .select { survived and name }\n",
|
|
" .add(\"surname\") {\n",
|
|
" name.split(\".\")[0].split(\",\")[0].trim()\n",
|
|
" }\n",
|
|
"surnameDF.head()"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_65()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_65\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
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|
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|
|
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|
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|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
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|
"\n",
|
|
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|
|
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|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
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|
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" --text-color: #b3b3b3;\n",
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|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870760"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">DataFrame: rowsCount = 5, columnsCount = 3</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"survived: Int\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">1</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0</span></span>"] }, \n",
|
|
"{ name: "<span title=\"name: String\">name</span>", children: [], rightAlign: false, values: ["Allen, Miss. Elisabeth Walton","Allison, Master. Hudson Trevor","Allison, Miss. Helen Loraine","Allison, Mr. Hudson Joshua Creighton","<span class=\"formatted\" title=\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></span>"] }, \n",
|
|
"{ name: "<span title=\"surname: String\">surname</span>", children: [], rightAlign: false, values: ["Allen","Allison","Allison","Allison","Allison"] }, \n",
|
|
"], id: -536870760, rootId: -536870760, totalRows: 5 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870760) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_65() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_65\");\n",
|
|
" resize_iframe_out_65(elem);\n",
|
|
" setInterval(resize_iframe_out_65, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_65(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870759\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">surname</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td style=\"vertical-align:top\">Allen</td></tr><tr><td style=\"vertical-align:top\">1</td><td style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td style=\"vertical-align:top\">Allison</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td style=\"vertical-align:top\">Allison</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td style=\"vertical-align:top\">Allison</td></tr><tr><td style=\"vertical-align:top\">0</td><td style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td style=\"vertical-align:top\">Allison</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870759\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"name\",\"surname\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":5,\"ncol\":3},\"kotlin_dataframe\":[{\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"surname\":\"Allen\"},{\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"surname\":\"Allison\"},{\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"surname\":\"Allison\"},{\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"surname\":\"Allison\"},{\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"surname\":\"Allison\"}]}"
|
|
},
|
|
"execution_count": 49,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 49
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:39:06.494112Z",
|
|
"start_time": "2025-05-28T10:39:06.382904Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"surnameDF.valueCounts { surname }"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_67()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_67\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870756"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">... showing only top 20 of 875 rows</p><p class="dataframe_description">DataFrame: rowsCount = 875, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"surname: String\">surname</span>", children: [], rightAlign: false, values: ["Andersson","Sage","Asplund","Goodwin","Davies","Brown","Carter","Fortune","Smith","Ford","Johnson","Panula","Rice","Skoog","Ryerson","Williams","Kelly","Lefebre","Palsson","Thomas"] }, \n",
|
|
"{ name: "<span title=\"count: Int\">count</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">11</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">11</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">8</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">8</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">7</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">6</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">5</span></span>"] }, \n",
|
|
"], id: -536870756, rootId: -536870756, totalRows: 875 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870756) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_67() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_67\");\n",
|
|
" resize_iframe_out_67(elem);\n",
|
|
" setInterval(resize_iframe_out_67, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_67(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870755\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">surname</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">Andersson</td><td style=\"vertical-align:top\">11</td></tr><tr><td style=\"vertical-align:top\">Sage</td><td style=\"vertical-align:top\">11</td></tr><tr><td style=\"vertical-align:top\">Asplund</td><td style=\"vertical-align:top\">8</td></tr><tr><td style=\"vertical-align:top\">Goodwin</td><td style=\"vertical-align:top\">8</td></tr><tr><td style=\"vertical-align:top\">Davies</td><td style=\"vertical-align:top\">7</td></tr><tr><td style=\"vertical-align:top\">Brown</td><td style=\"vertical-align:top\">6</td></tr><tr><td style=\"vertical-align:top\">Carter</td><td style=\"vertical-align:top\">6</td></tr><tr><td style=\"vertical-align:top\">Fortune</td><td style=\"vertical-align:top\">6</td></tr><tr><td style=\"vertical-align:top\">Smith</td><td style=\"vertical-align:top\">6</td></tr><tr><td style=\"vertical-align:top\">Ford</td><td style=\"vertical-align:top\">6</td></tr><tr><td style=\"vertical-align:top\">Johnson</td><td style=\"vertical-align:top\">6</td></tr><tr><td style=\"vertical-align:top\">Panula</td><td style=\"vertical-align:top\">6</td></tr><tr><td style=\"vertical-align:top\">Rice</td><td style=\"vertical-align:top\">6</td></tr><tr><td style=\"vertical-align:top\">Skoog</td><td style=\"vertical-align:top\">6</td></tr><tr><td style=\"vertical-align:top\">Ryerson</td><td style=\"vertical-align:top\">5</td></tr><tr><td style=\"vertical-align:top\">Williams</td><td style=\"vertical-align:top\">5</td></tr><tr><td style=\"vertical-align:top\">Kelly</td><td style=\"vertical-align:top\">5</td></tr><tr><td style=\"vertical-align:top\">Lefebre</td><td style=\"vertical-align:top\">5</td></tr><tr><td style=\"vertical-align:top\">Palsson</td><td style=\"vertical-align:top\">5</td></tr><tr><td style=\"vertical-align:top\">Thomas</td><td style=\"vertical-align:top\">5</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870755\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"surname\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":875,\"ncol\":2},\"kotlin_dataframe\":[{\"surname\":\"Andersson\",\"count\":11},{\"surname\":\"Sage\",\"count\":11},{\"surname\":\"Asplund\",\"count\":8},{\"surname\":\"Goodwin\",\"count\":8},{\"surname\":\"Davies\",\"count\":7},{\"surname\":\"Brown\",\"count\":6},{\"surname\":\"Carter\",\"count\":6},{\"surname\":\"Fortune\",\"count\":6},{\"surname\":\"Smith\",\"count\":6},{\"surname\":\"Ford\",\"count\":6},{\"surname\":\"Johnson\",\"count\":6},{\"surname\":\"Panula\",\"count\":6},{\"surname\":\"Rice\",\"count\":6},{\"surname\":\"Skoog\",\"count\":6},{\"surname\":\"Ryerson\",\"count\":5},{\"surname\":\"Williams\",\"count\":5},{\"surname\":\"Kelly\",\"count\":5},{\"surname\":\"Lefebre\",\"count\":5},{\"surname\":\"Palsson\",\"count\":5},{\"surname\":\"Thomas\",\"count\":5}]}"
|
|
},
|
|
"execution_count": 50,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 50
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:39:10.135306Z",
|
|
"start_time": "2025-05-28T10:39:10.058231Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"surnameDF.surname.countDistinct()"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"875"
|
|
]
|
|
},
|
|
"execution_count": 51,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 51
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-28T10:39:15.528427Z",
|
|
"start_time": "2025-05-28T10:39:14.865640Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"val firstSymbol by column<String>()\n",
|
|
"\n",
|
|
"df1\n",
|
|
" .add(firstSymbol) {\n",
|
|
" name.split(\".\")[0].split(\",\")[0].trim().first().toString()\n",
|
|
" }\n",
|
|
" .pivotMatches(firstSymbol)\n",
|
|
" .corr { firstSymbol }.with { survived }"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
" <iframe onload=\"o_resize_iframe_out_69()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_69\" frameBorder=\"0\" srcdoc=\" <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type="text/css">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
":root {\n",
|
|
" --scroll-bg: #f5f5f5;\n",
|
|
" --scroll-fg: #b3b3b3;\n",
|
|
"}\n",
|
|
":root[theme="dark"], :root [data-jp-theme-light="false"]{\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; /* Mostly for vertical scrollbars */\n",
|
|
" height: 10px; /* Mostly for horizontal scrollbars */\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",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class="dataframe" id="df_-536870752"></table>\n",
|
|
"\n",
|
|
"<p class="dataframe_description">... showing only top 20 of 27 rows</p><p class="dataframe_description">DataFrame: rowsCount = 27, columnsCount = 2</p>\n",
|
|
"\n",
|
|
" </body>\n",
|
|
" <script>\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 < 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 < df.cols.length; i++) {\n",
|
|
" if (df.cols[i].values.length > 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 < df.cols.length; i++) {\n",
|
|
" let col = df.cols[i]\n",
|
|
" if (col.parent === undefined && col.children.length > 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 < 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 < result.length; i++) {\n",
|
|
" let row = result[i]\n",
|
|
" for (let j = 0; j < row.length; j++) {\n",
|
|
" let cell = row[j]\n",
|
|
" if (j === 0)\n",
|
|
" cell.leftBd = false\n",
|
|
" if (j < 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 > 0) {\n",
|
|
" let j = 0\n",
|
|
" for (let i = 0; j < 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 < col.children.length; i++) {\n",
|
|
" let child = col.children[i]\n",
|
|
" let childLeft = i === 0 && (col.children.length > 1 || leftBorder)\n",
|
|
" let childRight = i === col.children.length - 1 && (col.children.length > 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 < 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 > 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("df_" + id)\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.getTableData = function (id) {\n",
|
|
" return this.getTableElement(id).df\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.createExpander = function (isExpanded) {\n",
|
|
" const svgNs = "http://www.w3.org/2000/svg"\n",
|
|
" let svg = document.createElementNS(svgNs, "svg")\n",
|
|
" svg.classList.add("expanderSvg")\n",
|
|
" let path = document.createElementNS(svgNs, "path")\n",
|
|
" if (isExpanded) {\n",
|
|
" svg.setAttribute("viewBox", "0 -2 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z")\n",
|
|
" } else {\n",
|
|
" svg.setAttribute("viewBox", "-2 0 8 8")\n",
|
|
" path.setAttribute("d", "M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z")\n",
|
|
" }\n",
|
|
" path.setAttribute("fill", "currentColor")\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 = ""\n",
|
|
"\n",
|
|
" let df = table.df\n",
|
|
" let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
|
|
"\n",
|
|
" // header\n",
|
|
" let header = document.createElement("thead")\n",
|
|
" table.appendChild(header)\n",
|
|
"\n",
|
|
" let renderData = this.computeRenderData(df)\n",
|
|
" for (let j = 0; j < renderData.length; j++) {\n",
|
|
" let rowData = renderData[j]\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" let isLastRow = j === renderData.length - 1\n",
|
|
" header.appendChild(tr);\n",
|
|
" for (let i = 0; i < rowData.length; i++) {\n",
|
|
" let cell = rowData[i]\n",
|
|
" let th = document.createElement("th");\n",
|
|
" th.setAttribute("colspan", 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("a")\n",
|
|
" link.className = "expander"\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 ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (isLastRow)\n",
|
|
" classes += " bottomBorder"\n",
|
|
" if (classes.length > 0)\n",
|
|
" th.setAttribute("class", classes)\n",
|
|
" tr.appendChild(th)\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" // body\n",
|
|
" let body = document.createElement("tbody")\n",
|
|
" table.appendChild(body)\n",
|
|
"\n",
|
|
" let columns = renderData.pop()\n",
|
|
" for (let row = 0; row < df.nrow; row++) {\n",
|
|
" let tr = document.createElement("tr");\n",
|
|
" body.appendChild(tr)\n",
|
|
" for (let i = 0; i < columns.length; i++) {\n",
|
|
" let cell = columns[i]\n",
|
|
" let td = document.createElement("td");\n",
|
|
" let colId = cell.id\n",
|
|
" let col = df.cols[colId]\n",
|
|
" let classes = (cell.leftBd ? " leftBorder" : "") + (cell.rightBd ? " rightBorder" : "")\n",
|
|
" if (col.rightAlign)\n",
|
|
" classes += " rightAlign"\n",
|
|
" if (classes.length > 0)\n",
|
|
" td.setAttribute("class", 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("a")\n",
|
|
" link.className = "expander"\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("p"))\n",
|
|
" const childTable = document.createElement("table")\n",
|
|
" childTable.className = "dataframe"\n",
|
|
" childTable.id = "df_" + 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("p")\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("style", 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 < 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("script");\n",
|
|
" script.text = node.innerHTML;\n",
|
|
"\n",
|
|
" let i = -1, attrs = node.attributes, attr;\n",
|
|
" while (++i < 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["kotlinQueues"] && window["kotlinQueues"]["DataFrame"];\n",
|
|
" if (funQueue) {\n",
|
|
" funQueue.forEach(function (f) {\n",
|
|
" f();\n",
|
|
" });\n",
|
|
" funQueue = [];\n",
|
|
" }\n",
|
|
"})()\n",
|
|
"\n",
|
|
"/*<!--*/\n",
|
|
"call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: "<span title=\"firstSymbol: String\">firstSymbol</span>", children: [], rightAlign: false, values: ["A","B","C","D","E","F","G","H","I","J","K","L","M","N","O","P","R","S","T","U"] }, \n",
|
|
"{ name: "<span title=\"survived: Double\">survived</span>", children: [], rightAlign: true, values: ["<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.017914</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.050554</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.009037</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.051711</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.034629</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.000400</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.044483</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.042187</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.008329</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.026790</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.014219</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.021071</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.019041</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.028698</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.000128</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.058996</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.021941</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.020043</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">0.052264</span></span>","<span class=\"formatted\" title=\"\"><span class=\"numbers\">-0.021737</span></span>"] }, \n",
|
|
"], id: -536870752, rootId: -536870752, totalRows: 27 } ) });\n",
|
|
"/*-->*/\n",
|
|
"\n",
|
|
"call_DataFrame(function() { DataFrame.renderTable(-536870752) });\n",
|
|
"\n",
|
|
"\n",
|
|
" </script>\n",
|
|
" </html>\"></iframe>\n",
|
|
" <script>\n",
|
|
" function o_resize_iframe_out_69() {\n",
|
|
" let elem = document.getElementById(\"iframe_out_69\");\n",
|
|
" resize_iframe_out_69(elem);\n",
|
|
" setInterval(resize_iframe_out_69, 5000, elem);\n",
|
|
" }\n",
|
|
" function resize_iframe_out_69(el) {\n",
|
|
" let h = el.contentWindow.document.body.scrollHeight;\n",
|
|
" el.height = h === 0 ? 0 : h + 41;\n",
|
|
" }\n",
|
|
" </script> <html theme='dark'>\n",
|
|
" <head>\n",
|
|
" <style type=\"text/css\">\n",
|
|
" :root {\n",
|
|
" --background: #fff;\n",
|
|
" --background-odd: #f5f5f5;\n",
|
|
" --background-hover: #d9edfd;\n",
|
|
" --header-text-color: #474747;\n",
|
|
" --text-color: #848484;\n",
|
|
" --text-color-dark: #000;\n",
|
|
" --text-color-medium: #737373;\n",
|
|
" --text-color-pale: #b3b3b3;\n",
|
|
" --inner-border-color: #aaa;\n",
|
|
" --bold-border-color: #000;\n",
|
|
" --link-color: #296eaa;\n",
|
|
" --link-color-pale: #296eaa;\n",
|
|
" --link-hover: #1a466c;\n",
|
|
"}\n",
|
|
"\n",
|
|
":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
|
|
" --background: #303030;\n",
|
|
" --background-odd: #3c3c3c;\n",
|
|
" --background-hover: #464646;\n",
|
|
" --header-text-color: #dddddd;\n",
|
|
" --text-color: #b3b3b3;\n",
|
|
" --text-color-dark: #dddddd;\n",
|
|
" --text-color-medium: #b2b2b2;\n",
|
|
" --text-color-pale: #737373;\n",
|
|
" --inner-border-color: #707070;\n",
|
|
" --bold-border-color: #777777;\n",
|
|
" --link-color: #008dc0;\n",
|
|
" --link-color-pale: #97e1fb;\n",
|
|
" --link-hover: #00688e;\n",
|
|
"}\n",
|
|
"\n",
|
|
"p.dataframe_description {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe {\n",
|
|
" font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
|
|
" font-size: 12px;\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--text-color-dark);\n",
|
|
" border: none;\n",
|
|
" border-collapse: collapse;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th, td {\n",
|
|
" padding: 6px;\n",
|
|
" border: 1px solid transparent;\n",
|
|
" text-align: left;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th {\n",
|
|
" background-color: var(--background);\n",
|
|
" color: var(--header-text-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td {\n",
|
|
" vertical-align: top;\n",
|
|
" white-space: nowrap;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.bottomBorder {\n",
|
|
" border-bottom-color: var(--bold-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(odd) {\n",
|
|
" background: var(--background-odd);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:nth-child(even) {\n",
|
|
" background: var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tbody > tr:hover {\n",
|
|
" background: var(--background-hover);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a {\n",
|
|
" cursor: pointer;\n",
|
|
" color: var(--link-color);\n",
|
|
" text-decoration: none;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover > td a {\n",
|
|
" color: var(--link-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe a:hover {\n",
|
|
" color: var(--link-hover);\n",
|
|
" text-decoration: underline;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe img {\n",
|
|
" max-width: fit-content;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe th.complex {\n",
|
|
" background-color: var(--background);\n",
|
|
" border: 1px solid var(--background);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .leftBorder {\n",
|
|
" border-left-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightBorder {\n",
|
|
" border-right-color: var(--inner-border-color);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .rightAlign {\n",
|
|
" text-align: right;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expanderSvg {\n",
|
|
" width: 8px;\n",
|
|
" height: 8px;\n",
|
|
" margin-right: 3px;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .expander {\n",
|
|
" display: flex;\n",
|
|
" align-items: center;\n",
|
|
"}\n",
|
|
"\n",
|
|
"/* formatting */\n",
|
|
"\n",
|
|
"table.dataframe .null {\n",
|
|
" color: var(--text-color-pale);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .structural {\n",
|
|
" color: var(--text-color-medium);\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .dataFrameCaption {\n",
|
|
" font-weight: bold;\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe .numbers {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe td:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"table.dataframe tr:hover .formatted .structural, .null {\n",
|
|
" color: var(--text-color-dark);\n",
|
|
"}\n",
|
|
"\n",
|
|
"\n",
|
|
" </style>\n",
|
|
" </head>\n",
|
|
" <body>\n",
|
|
" <table class=\"dataframe\" id=\"static_df_-536870751\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">firstSymbol</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td style=\"vertical-align:top\">A</td><td style=\"vertical-align:top\">-0.017914</td></tr><tr><td style=\"vertical-align:top\">B</td><td style=\"vertical-align:top\">0.050554</td></tr><tr><td style=\"vertical-align:top\">C</td><td style=\"vertical-align:top\">0.009037</td></tr><tr><td style=\"vertical-align:top\">D</td><td style=\"vertical-align:top\">0.051711</td></tr><tr><td style=\"vertical-align:top\">E</td><td style=\"vertical-align:top\">-0.034629</td></tr><tr><td style=\"vertical-align:top\">F</td><td style=\"vertical-align:top\">0.000400</td></tr><tr><td style=\"vertical-align:top\">G</td><td style=\"vertical-align:top\">-0.044483</td></tr><tr><td style=\"vertical-align:top\">H</td><td style=\"vertical-align:top\">0.042187</td></tr><tr><td style=\"vertical-align:top\">I</td><td style=\"vertical-align:top\">-0.008329</td></tr><tr><td style=\"vertical-align:top\">J</td><td style=\"vertical-align:top\">-0.026790</td></tr><tr><td style=\"vertical-align:top\">K</td><td style=\"vertical-align:top\">-0.014219</td></tr><tr><td style=\"vertical-align:top\">L</td><td style=\"vertical-align:top\">-0.021071</td></tr><tr><td style=\"vertical-align:top\">M</td><td style=\"vertical-align:top\">0.019041</td></tr><tr><td style=\"vertical-align:top\">N</td><td style=\"vertical-align:top\">0.028698</td></tr><tr><td style=\"vertical-align:top\">O</td><td style=\"vertical-align:top\">0.000128</td></tr><tr><td style=\"vertical-align:top\">P</td><td style=\"vertical-align:top\">-0.058996</td></tr><tr><td style=\"vertical-align:top\">R</td><td style=\"vertical-align:top\">-0.021941</td></tr><tr><td style=\"vertical-align:top\">S</td><td style=\"vertical-align:top\">-0.020043</td></tr><tr><td style=\"vertical-align:top\">T</td><td style=\"vertical-align:top\">0.052264</td></tr><tr><td style=\"vertical-align:top\">U</td><td style=\"vertical-align:top\">-0.021737</td></tr></tbody></table>\n",
|
|
" </body>\n",
|
|
" <script>\n",
|
|
" document.getElementById(\"static_df_-536870751\").style.display = \"none\";\n",
|
|
" </script>\n",
|
|
" </html>"
|
|
],
|
|
"application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"firstSymbol\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":27,\"ncol\":2},\"kotlin_dataframe\":[{\"firstSymbol\":\"A\",\"survived\":-0.01791352622509756},{\"firstSymbol\":\"B\",\"survived\":0.050553943254341316},{\"firstSymbol\":\"C\",\"survived\":0.009037371118975828},{\"firstSymbol\":\"D\",\"survived\":0.05171064357839075},{\"firstSymbol\":\"E\",\"survived\":-0.03462861880002389},{\"firstSymbol\":\"F\",\"survived\":4.002707178710613E-4},{\"firstSymbol\":\"G\",\"survived\":-0.044483069276203296},{\"firstSymbol\":\"H\",\"survived\":0.04218724210575963},{\"firstSymbol\":\"I\",\"survived\":-0.008329183461658642},{\"firstSymbol\":\"J\",\"survived\":-0.026790134975567197},{\"firstSymbol\":\"K\",\"survived\":-0.014218719831367379},{\"firstSymbol\":\"L\",\"survived\":-0.021070982850893608},{\"firstSymbol\":\"M\",\"survived\":0.019040748971095155},{\"firstSymbol\":\"N\",\"survived\":0.02869766040895532},{\"firstSymbol\":\"O\",\"survived\":1.2837933079428644E-4},{\"firstSymbol\":\"P\",\"survived\":-0.05899571294487214},{\"firstSymbol\":\"R\",\"survived\":-0.021940537137738973},{\"firstSymbol\":\"S\",\"survived\":-0.020042889901563117},{\"firstSymbol\":\"T\",\"survived\":0.05226413426840335},{\"firstSymbol\":\"U\",\"survived\":-0.0217373635753353}]}"
|
|
},
|
|
"execution_count": 52,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 52
|
|
},
|
|
{
|
|
"metadata": {},
|
|
"cell_type": "code",
|
|
"outputs": [],
|
|
"execution_count": null,
|
|
"source": ""
|
|
}
|
|
],
|
|
"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": "1.8.20-Beta"
|
|
},
|
|
"ktnbPluginMetadata": {
|
|
"projectLibraries": []
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 1
|
|
}
|