testing-SAS.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SAS Connection established. Subprocess id is 10698\n",
      "\n",
      "No encoding value provided. Will try to determine the correct encoding.\n",
      "Setting encoding to utf_8 based upon the SAS session encoding value of utf-8.\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html lang=\"en\" xml:lang=\"en\" xmlns=\"http://www.w3.org/1999/xhtml\">\n",
       "<head>\n",
       "<meta charset=\"utf-8\"/>\n",
       "<meta content=\"SAS 9.4\" name=\"generator\"/>\n",
       "<title>SAS Output</title>\n",
       "<style>\n",
       "/*<![CDATA[*/\n",
       ".body.c > table, .body.c > pre, .body.c div > table,\n",
       ".body.c div > pre, .body.c > table, .body.c > pre,\n",
       ".body.j > table, .body.j > pre, .body.j div > table,\n",
       ".body.j div > pre, .body.j > table, .body.j > pre,\n",
       ".body.c p.note, .body.c p.warning, .body.c p.error, .body.c p.fatal,\n",
       ".body.j p.note, .body.j p.warning, .body.j p.error, .body.j p.fatal,\n",
       ".body.c > table.layoutcontainer, .body.j > table.layoutcontainer { margin-left: auto; margin-right: auto }\n",
       ".layoutregion.l table, .layoutregion.l pre, .layoutregion.l p.note,\n",
       ".layoutregion.l p.warning, .layoutregion.l p.error, .layoutregion.l p.fatal { margin-left: 0 }\n",
       ".layoutregion.c table, .layoutregion.c pre, .layoutregion.c p.note,\n",
       ".layoutregion.c p.warning, .layoutregion.c p.error, .layoutregion.c p.fatal { margin-left: auto; margin-right: auto }\n",
       ".layoutregion.r table, .layoutregion.r pre, .layoutregion.r p.note,\n",
       ".layoutregion.r table, .layoutregion.r pre, .layoutregion.r p.note,\n",
       ".layoutregion.r p.warning, .layoutregion.r p.error, .layoutregion.r p.fatal { margin-right: 0 }\n",
       "article, aside, details, figcaption, figure, footer, header, hgroup, nav, section { display: block }\n",
       "html{ font-size: 100% }\n",
       ".body { margin: 1em; font-size: 13px; line-height: 1.231 }\n",
       "sup { position: relative; vertical-align: baseline; bottom: 0.25em; font-size: 0.8em }\n",
       "sub { position: relative; vertical-align: baseline; top: 0.25em; font-size: 0.8em }\n",
       "ul, ol { margin: 1em 0; padding: 0 0 0 40px }\n",
       "dd { margin: 0 0 0 40px }\n",
       "nav ul, nav ol { list-style: none; list-style-image: none; margin: 0; padding: 0 }\n",
       "img { border: 0; vertical-align: middle }\n",
       "svg:not(:root) { overflow: hidden }\n",
       "figure { margin: 0 }\n",
       "table { border-collapse: collapse; border-spacing: 0 }\n",
       ".layoutcontainer { border-collapse: separate; border-spacing: 0 }\n",
       "p { margin-top: 0; text-align: left }\n",
       "h1.heading1 { text-align: left }\n",
       "h2.heading2 { text-align: left }\n",
       "h3.heading3 { text-align: left }\n",
       "h4.heading4 { text-align: left }\n",
       "h5.heading5 { text-align: left }\n",
       "h6.heading6 { text-align: left }\n",
       "span { text-align: left }\n",
       "table { margin-bottom: 1em }\n",
       "td, th { text-align: left; padding: 3px 6px; vertical-align: top }\n",
       "td[class$=\"fixed\"], th[class$=\"fixed\"] { white-space: pre }\n",
       "section, article { padding-top: 1px; padding-bottom: 8px }\n",
       "hr.pagebreak { height: 0px; border: 0; border-bottom: 1px solid #c0c0c0; margin: 1em 0 }\n",
       ".stacked-value { text-align: left; display: block }\n",
       ".stacked-cell > .stacked-value, td.data > td.data, th.data > td.data, th.data > th.data, td.data > th.data, th.header > th.header { border: 0 }\n",
       ".stacked-cell > div.data { border-width: 0 }\n",
       ".systitleandfootercontainer { white-space: nowrap; margin-bottom: 1em }\n",
       ".systitleandfootercontainer > p { margin: 0 }\n",
       ".systitleandfootercontainer > p > span { display: inline-block; width: 100%; white-space: normal }\n",
       ".batch { display: table }\n",
       ".toc { display: none }\n",
       ".proc_note_group, .proc_title_group { margin-bottom: 1em }\n",
       "p.proctitle { margin: 0 }\n",
       "p.note, p.warning, p.error, p.fatal { display: table }\n",
       ".notebanner, .warnbanner, .errorbanner, .fatalbanner,\n",
       ".notecontent, .warncontent, .errorcontent, .fatalcontent { display: table-cell; padding: 0.5em }\n",
       ".notebanner, .warnbanner, .errorbanner, .fatalbanner { padding-right: 0 }\n",
       ".body > div > ol li { text-align: left }\n",
       ".beforecaption > h4 { margin-top: 0; margin-bottom: 0 }\n",
       ".c { text-align: center }\n",
       ".r { text-align: right }\n",
       ".l { text-align: left }\n",
       ".j { text-align: justify }\n",
       ".d { text-align: right }\n",
       ".b { vertical-align: bottom }\n",
       ".m { vertical-align: middle }\n",
       ".t { vertical-align: top }\n",
       ".accessiblecaption {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       "a:active { color: #800080 }\n",
       ".aftercaption {\n",
       "    background-color: #fafbfe;\n",
       "    border-spacing: 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "    padding-top: 4pt;\n",
       "}\n",
       ".batch > colgroup {\n",
       "    border-left: 1px solid #c1c1c1;\n",
       "    border-right: 1px solid #c1c1c1;\n",
       "}\n",
       ".batch > tbody, .batch > thead, .batch > tfoot {\n",
       "    border-top: 1px solid #c1c1c1;\n",
       "    border-bottom: 1px solid #c1c1c1;\n",
       "}\n",
       ".batch { border: hidden; }\n",
       ".batch {\n",
       "    background-color: #fafbfe;\n",
       "    border: 1px solid #c1c1c1;\n",
       "    border-collapse: separate;\n",
       "    border-spacing: 1px;\n",
       "    color: #000000;\n",
       "    font-family: 'SAS Monospace', 'Courier New', Courier, monospace;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    padding: 7px;\n",
       "    }\n",
       ".beforecaption {\n",
       "    background-color: #fafbfe;\n",
       "    border-spacing: 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".body {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    margin-left: 8px;\n",
       "    margin-right: 8px;\n",
       "}\n",
       ".bodydate {\n",
       "    background-color: #fafbfe;\n",
       "    border-spacing: 0;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    text-align: right;\n",
       "    vertical-align: top;\n",
       "    width: 100%;\n",
       "}\n",
       ".bycontentfolder {\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: none;\n",
       "    margin-left: 6pt;\n",
       "}\n",
       ".byline {\n",
       "    background-color: #fafbfe;\n",
       "    border-spacing: 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".bylinecontainer > col, .bylinecontainer > colgroup > col, .bylinecontainer > colgroup, .bylinecontainer > tr, .bylinecontainer > * > tr, .bylinecontainer > thead, .bylinecontainer > tbody, .bylinecontainer > tfoot { border: none; }\n",
       ".bylinecontainer {\n",
       "    background-color: #fafbfe;\n",
       "    border: none;\n",
       "    border-spacing: 1px;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    width: 100%;\n",
       "}\n",
       ".caption {\n",
       "    background-color: #fafbfe;\n",
       "    border-spacing: 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".cell, .container {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".contentfolder, .contentitem {\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: none;\n",
       "    margin-left: 6pt;\n",
       "}\n",
       ".contentproclabel, .contentprocname {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".contents {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: decimal;\n",
       "    margin-left: 8px;\n",
       "    margin-right: 8px;\n",
       "}\n",
       ".contentsdate {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    width: 100%;\n",
       "}\n",
       ".contenttitle {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".continued {\n",
       "    background-color: #fafbfe;\n",
       "    border-spacing: 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "    width: 100%;\n",
       "}\n",
       ".data, .dataemphasis {\n",
       "    background-color: #ffffff;\n",
       "    border-color: #c1c1c1;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".dataemphasisfixed {\n",
       "    background-color: #ffffff;\n",
       "    border-color: #c1c1c1;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    font-family: 'Courier New', Courier, monospace;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".dataempty {\n",
       "    background-color: #ffffff;\n",
       "    border-color: #c1c1c1;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".datafixed {\n",
       "    background-color: #ffffff;\n",
       "    border-color: #c1c1c1;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    font-family: 'Courier New', Courier;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".datastrong {\n",
       "    background-color: #ffffff;\n",
       "    border-color: #c1c1c1;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".datastrongfixed {\n",
       "    background-color: #ffffff;\n",
       "    border-color: #c1c1c1;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #000000;\n",
       "    font-family: 'Courier New', Courier, monospace;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".date {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    width: 100%;\n",
       "}\n",
       ".document {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".errorbanner {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".errorcontent {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".errorcontentfixed {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".extendedpage {\n",
       "    background-color: #fafbfe;\n",
       "    border-style: solid;\n",
       "    border-width: 1pt;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: normal;\n",
       "    text-align: center;\n",
       "}\n",
       ".fatalbanner {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".fatalcontent {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".fatalcontentfixed {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".folderaction {\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: none;\n",
       "    margin-left: 6pt;\n",
       "}\n",
       ".footer {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".footeremphasis {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".footeremphasisfixed {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier, monospace;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".footerempty {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".footerfixed {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".footerstrong {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".footerstrongfixed {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier, monospace;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".frame {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".graph > colgroup {\n",
       "    border-left: 1px solid #c1c1c1;\n",
       "    border-right: 1px solid #c1c1c1;\n",
       "}\n",
       ".graph > tbody, .graph > thead, .graph > tfoot {\n",
       "    border-top: 1px solid #c1c1c1;\n",
       "    border-bottom: 1px solid #c1c1c1;\n",
       "}\n",
       ".graph { border: hidden; }\n",
       ".graph {\n",
       "    background-color: #fafbfe;\n",
       "    border: 1px solid #c1c1c1;\n",
       "    border-collapse: separate;\n",
       "    border-spacing: 1px;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    }\n",
       ".header {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".headeremphasis {\n",
       "    background-color: #d8dbd3;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".headeremphasisfixed {\n",
       "    background-color: #d8dbd3;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #000000;\n",
       "    font-family: 'Courier New', Courier, monospace;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".headerempty {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".headerfixed {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".headersandfooters {\n",
       "    background-color: #edf2f9;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".headerstrong {\n",
       "    background-color: #d8dbd3;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".headerstrongfixed {\n",
       "    background-color: #d8dbd3;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #000000;\n",
       "    font-family: 'Courier New', Courier, monospace;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".heading1, .heading2, .heading3, .heading4, .heading5, .heading6 { font-family: Arial, Helvetica, sans-serif }\n",
       ".index {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".indexaction, .indexitem {\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: none;\n",
       "    margin-left: 6pt;\n",
       "}\n",
       ".indexprocname {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".indextitle {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".layoutcontainer, .layoutregion {\n",
       "    border-width: 0;\n",
       "    border-spacing: 30px;\n",
       "}\n",
       ".linecontent {\n",
       "    background-color: #fafbfe;\n",
       "    border-color: #c1c1c1;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       "a:link { color: #0000ff }\n",
       ".list {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: disc;\n",
       "}\n",
       ".list10 {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: square;\n",
       "}\n",
       ".list2 {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: circle;\n",
       "}\n",
       ".list3, .list4, .list5, .list6, .list7, .list8, .list9 {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: square;\n",
       "}\n",
       ".listitem {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: disc;\n",
       "}\n",
       ".listitem10 {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: square;\n",
       "}\n",
       ".listitem2 {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: circle;\n",
       "}\n",
       ".listitem3, .listitem4, .listitem5, .listitem6, .listitem7, .listitem8, .listitem9 {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: square;\n",
       "}\n",
       ".note {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".notebanner {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".notecontent {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".notecontentfixed {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".output > colgroup {\n",
       "    border-left: 1px solid #c1c1c1;\n",
       "    border-right: 1px solid #c1c1c1;\n",
       "}\n",
       ".output > tbody, .output > thead, .output > tfoot {\n",
       "    border-top: 1px solid #c1c1c1;\n",
       "    border-bottom: 1px solid #c1c1c1;\n",
       "}\n",
       ".output { border: hidden; }\n",
       ".output {\n",
       "    background-color: #fafbfe;\n",
       "    border: 1px solid #c1c1c1;\n",
       "    border-collapse: separate;\n",
       "    border-spacing: 1px;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    }\n",
       ".pageno {\n",
       "    background-color: #fafbfe;\n",
       "    border-spacing: 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "    text-align: right;\n",
       "    vertical-align: top;\n",
       "}\n",
       ".pages {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: decimal;\n",
       "    margin-left: 8px;\n",
       "    margin-right: 8px;\n",
       "}\n",
       ".pagesdate {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    width: 100%;\n",
       "}\n",
       ".pagesitem {\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    list-style-type: none;\n",
       "    margin-left: 6pt;\n",
       "}\n",
       ".pagesproclabel, .pagesprocname {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".pagestitle {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".paragraph {\n",
       "    background-color: #fafbfe;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".parskip > col, .parskip > colgroup > col, .parskip > colgroup, .parskip > tr, .parskip > * > tr, .parskip > thead, .parskip > tbody, .parskip > tfoot { border: none; }\n",
       ".parskip {\n",
       "    border: none;\n",
       "    border-spacing: 0;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "    }\n",
       ".prepage {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    text-align: left;\n",
       "}\n",
       ".proctitle {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".proctitlefixed {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier, monospace;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".rowfooter {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".rowfooteremphasis {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".rowfooteremphasisfixed {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier, monospace;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".rowfooterempty {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".rowfooterfixed {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".rowfooterstrong {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".rowfooterstrongfixed {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier, monospace;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".rowheader {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".rowheaderemphasis {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".rowheaderemphasisfixed {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier, monospace;\n",
       "    font-size:  normal;\n",
       "    font-style: italic;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".rowheaderempty {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".rowheaderfixed {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".rowheaderstrong {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".rowheaderstrongfixed {\n",
       "    background-color: #edf2f9;\n",
       "    border-color: #b0b7bb;\n",
       "    border-style: solid;\n",
       "    border-width: 0 1px 1px 0;\n",
       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier, monospace;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".systemfooter, .systemfooter10, .systemfooter2, .systemfooter3, .systemfooter4, .systemfooter5, .systemfooter6, .systemfooter7, .systemfooter8, .systemfooter9 {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "}\n",
       ".systemtitle, .systemtitle10, .systemtitle2, .systemtitle3, .systemtitle4, .systemtitle5, .systemtitle6, .systemtitle7, .systemtitle8, .systemtitle9 {\n",
       "    background-color: #fafbfe;\n",
       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size: small;\n",
       "    font-style: normal;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".systitleandfootercontainer > col, .systitleandfootercontainer > colgroup > col, .systitleandfootercontainer > colgroup, .systitleandfootercontainer > tr, .systitleandfootercontainer > * > tr, .systitleandfootercontainer > thead, .systitleandfootercontainer > tbody, .systitleandfootercontainer > tfoot { border: none; }\n",
       ".systitleandfootercontainer {\n",
       "    background-color: #fafbfe;\n",
       "    border: none;\n",
       "    border-spacing: 1px;\n",
       "    color: #000000;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
       "    font-size:  normal;\n",
       "    font-style: normal;\n",
       "    font-weight: normal;\n",
       "    width: 100%;\n",
       "}\n",
       ".table > col, .table > colgroup > col {\n",
       "    border-left: 1px solid #c1c1c1;\n",
       "    border-right: 0 solid #c1c1c1;\n",
       "}\n",
       ".table > tr, .table > * > tr {\n",
       "    border-top: 1px solid #c1c1c1;\n",
       "    border-bottom: 0 solid #c1c1c1;\n",
       "}\n",
       ".table { border: hidden; }\n",
       ".table {\n",
       "    border-color: #c1c1c1;\n",
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       "    border-width: 1px 0 0 1px;\n",
       "    border-collapse: collapse;\n",
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       ".titleandnotecontainer > col, .titleandnotecontainer > colgroup > col, .titleandnotecontainer > colgroup, .titleandnotecontainer > tr, .titleandnotecontainer > * > tr, .titleandnotecontainer > thead, .titleandnotecontainer > tbody, .titleandnotecontainer > tfoot { border: none; }\n",
       ".titleandnotecontainer {\n",
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       ".titlesandfooters {\n",
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       "    color: #112277;\n",
       "    font-family: Arial, 'Albany AMT', Helvetica, Helv;\n",
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       ".usertext {\n",
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       "    color: #112277;\n",
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       "a:visited { color: #800080 }\n",
       ".warnbanner {\n",
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       "    color: #112277;\n",
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       "    color: #112277;\n",
       "    font-family: 'Courier New', Courier;\n",
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       "</style>\n",
       "</head>\n",
       "<body class=\"l body\">\n",
       "<div style=\"padding-bottom: 8px; padding-top: 1px\">\n",
       "<div id=\"IDX\" style=\"padding-bottom: 8px; padding-top: 1px\">\n",
       "<div class=\"c\">\n",
       "<img style=\"height: 480px; width: 640px\" alt=\"The SGPlot Procedure\" 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\"/>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</body>\n",
       "</html>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data copper;\n",
    "input id warp temp pct;\n",
    "datalines;\n",
    "1    17   50  40\n",
    "2    20   50  40\n",
    "3    16   50  60\n",
    "4    21   50  60\n",
    "5    24   50  80\n",
    "6    22   50  80\n",
    "9    12   75  40\n",
    "10    9   75  40\n",
    "11   18   75  60\n",
    "12   13   75  60\n",
    "13   17   75  80\n",
    "14   12   75  80\n",
    "25   21  125  40\n",
    "26   17  125  40\n",
    "27   23  125  60\n",
    "28   21  125  60\n",
    "29   23  125  80\n",
    "30   22  125  80\n",
    ";\n",
    "\n",
    "proc sgplot data=copper;\n",
    " histogram id / scale=count;\n",
    " title \"a simple histogram\";\n",
    " density id;\n",
    "run;\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "SAS",
   "language": "sas",
   "name": "sas"
  },
  "language_info": {
   "codemirror_mode": "sas",
   "file_extension": ".sas",
   "mimetype": "text/x-sas",
   "name": "sas"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}