Advanced_EDA copy.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "N° of patients: 47\n",
      "N° of columns: 932\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Patient</th>\n",
       "      <th>Gender</th>\n",
       "      <th>Age</th>\n",
       "      <th>NP-SLE</th>\n",
       "      <th>Event</th>\n",
       "      <th>Scale factor</th>\n",
       "      <th>SNR</th>\n",
       "      <th>White Matter (WM) volume cm3</th>\n",
       "      <th>White Matter (WM) volume %</th>\n",
       "      <th>Normal Appearing White Matter volume cm3</th>\n",
       "      <th>Normal Appearing White Matter volume %</th>\n",
       "      <th>Abnormal Appearing White Matter volume cm3</th>\n",
       "      <th>Abnormal Appearing White Matter volume %</th>\n",
       "      <th>Grey Matter (GM) volume cm3</th>\n",
       "      <th>Grey Matter (GM) volume %</th>\n",
       "      <th>Subcortical Grey Matter volume cm3</th>\n",
       "      <th>Subcortical Grey Matter volume %</th>\n",
       "      <th>Cortical Grey Matter volume cm3</th>\n",
       "      <th>Cortical Grey Matter volume %</th>\n",
       "      <th>Cerebellar Grey Matter volume cm3</th>\n",
       "      <th>Cerebellar Grey Matter volume %</th>\n",
       "      <th>Cerebro Spinal Fluid (CSF) volume cm3</th>\n",
       "      <th>Cerebro Spinal Fluid (CSF) volume %</th>\n",
       "      <th>Brain (WM+GM) volume cm3</th>\n",
       "      <th>Brain (WM+GM) volume %</th>\n",
       "      <th>Intracranial Cavity (IC) volume cm3</th>\n",
       "      <th>Intracranial Cavity (IC) volume %</th>\n",
       "      <th>Cerebrum total volume cm3</th>\n",
       "      <th>Cerebrum total volume %</th>\n",
       "      <th>Cerebrum right volume cm3</th>\n",
       "      <th>Cerebrum right volume %</th>\n",
       "      <th>Cerebrum left volume cm3</th>\n",
       "      <th>Cerebrum left volume %</th>\n",
       "      <th>Cerebrum volume asymmetry</th>\n",
       "      <th>Cerebrum WM total volume cm3</th>\n",
       "      <th>Cerebrum WM total volume %</th>\n",
       "      <th>Cerebrum WM right volume cm3</th>\n",
       "      <th>Cerebrum WM right volume %</th>\n",
       "      <th>Cerebrum WM left volume cm3</th>\n",
       "      <th>Cerebrum WM left volume %</th>\n",
       "      <th>Cerebrum WM volume asymmetry</th>\n",
       "      <th>Cerebrum GM total volume cm3</th>\n",
       "      <th>Cerebrum GM total volume %</th>\n",
       "      <th>Cerebrum GM right volume cm3</th>\n",
       "      <th>Cerebrum GM right volume %</th>\n",
       "      <th>Cerebrum GM left volume cm3</th>\n",
       "      <th>Cerebrum GM left volume %</th>\n",
       "      <th>Cerebrum GM volume asymmetry</th>\n",
       "      <th>Cerebellum total volume cm3</th>\n",
       "      <th>Cerebellum total volume %</th>\n",
       "      <th>Cerebellum right volume cm3</th>\n",
       "      <th>Cerebellum right volume %</th>\n",
       "      <th>Cerebellum left volume cm3</th>\n",
       "      <th>Cerebellum left volume %</th>\n",
       "      <th>Cerebellum volume asymmetry</th>\n",
       "      <th>Cerebellum WM total volume cm3</th>\n",
       "      <th>Cerebellum WM total volume %</th>\n",
       "      <th>Cerebellum WM right volume cm3</th>\n",
       "      <th>Cerebellum WM right volume %</th>\n",
       "      <th>Cerebellum WM left volume cm3</th>\n",
       "      <th>Cerebellum WM left volume %</th>\n",
       "      <th>Cerebellum WM volume asymmetry</th>\n",
       "      <th>Cerebellum GM total volume cm3</th>\n",
       "      <th>Cerebellum GM total volume %</th>\n",
       "      <th>Cerebellum GM right volume cm3</th>\n",
       "      <th>Cerebellum GM right volume %</th>\n",
       "      <th>Cerebellum GM left volume cm3</th>\n",
       "      <th>Cerebellum GM left volume %</th>\n",
       "      <th>Cerebellum GM volume asymmetry</th>\n",
       "      <th>Vermis volume cm3</th>\n",
       "      <th>Vermis volume %</th>\n",
       "      <th>Brainstem volume cm3</th>\n",
       "      <th>Brainstem volume %</th>\n",
       "      <th>Accumbens total volume cm3</th>\n",
       "      <th>Accumbens total volume %</th>\n",
       "      <th>Accumbens right volume cm3</th>\n",
       "      <th>Accumbens right volume %</th>\n",
       "      <th>Accumbens left volume cm3</th>\n",
       "      <th>Accumbens left volume %</th>\n",
       "      <th>Accumbens volume asymmetry</th>\n",
       "      <th>Amygdala total volume cm3</th>\n",
       "      <th>Amygdala total volume %</th>\n",
       "      <th>Amygdala right volume cm3</th>\n",
       "      <th>Amygdala right volume %</th>\n",
       "      <th>Amygdala left volume cm3</th>\n",
       "      <th>Amygdala left volume %</th>\n",
       "      <th>Amygdala volume asymmetry</th>\n",
       "      <th>Basal Forebrain total volume cm3</th>\n",
       "      <th>Basal Forebrain total volume %</th>\n",
       "      <th>Basal Forebrain right volume cm3</th>\n",
       "      <th>Basal Forebrain right volume %</th>\n",
       "      <th>Basal Forebrain left volume cm3</th>\n",
       "      <th>Basal Forebrain left volume %</th>\n",
       "      <th>Basal Forebrain volume asymmetry</th>\n",
       "      <th>Caudate total volume cm3</th>\n",
       "      <th>Caudate total volume %</th>\n",
       "      <th>Caudate right volume cm3</th>\n",
       "      <th>Caudate right volume %</th>\n",
       "      <th>Caudate left volume cm3</th>\n",
       "      <th>Caudate left volume %</th>\n",
       "      <th>Caudate volume asymmetry</th>\n",
       "      <th>Hippocampus total volume cm3</th>\n",
       "      <th>Hippocampus total volume %</th>\n",
       "      <th>Hippocampus right volume cm3</th>\n",
       "      <th>Hippocampus right volume %</th>\n",
       "      <th>Hippocampus left volume cm3</th>\n",
       "      <th>Hippocampus left volume %</th>\n",
       "      <th>Hippocampus volume asymmetry</th>\n",
       "      <th>Pallidum total volume cm3</th>\n",
       "      <th>Pallidum total volume %</th>\n",
       "      <th>Pallidum right volume cm3</th>\n",
       "      <th>Pallidum right volume %</th>\n",
       "      <th>Pallidum left volume cm3</th>\n",
       "      <th>Pallidum left volume %</th>\n",
       "      <th>Pallidum volume asymmetry</th>\n",
       "      <th>Putamen total volume cm3</th>\n",
       "      <th>Putamen total volume %</th>\n",
       "      <th>Putamen right volume cm3</th>\n",
       "      <th>Putamen right volume %</th>\n",
       "      <th>Putamen left volume cm3</th>\n",
       "      <th>Putamen left volume %</th>\n",
       "      <th>Putamen volume asymmetry</th>\n",
       "      <th>Thalamus total volume cm3</th>\n",
       "      <th>Thalamus total volume %</th>\n",
       "      <th>Thalamus right volume cm3</th>\n",
       "      <th>Thalamus right volume %</th>\n",
       "      <th>Thalamus left volume cm3</th>\n",
       "      <th>Thalamus left volume %</th>\n",
       "      <th>Thalamus volume asymmetry</th>\n",
       "      <th>Ventral DC total volume cm3</th>\n",
       "      <th>Ventral DC total volume %</th>\n",
       "      <th>Ventral DC right volume cm3</th>\n",
       "      <th>Ventral DC right volume %</th>\n",
       "      <th>Ventral DC left volume cm3</th>\n",
       "      <th>Ventral DC left volume %</th>\n",
       "      <th>Ventral DC volume asymmetry</th>\n",
       "      <th>Frontal total volume cm3</th>\n",
       "      <th>Frontal total volume %</th>\n",
       "      <th>Frontal right volume cm3</th>\n",
       "      <th>Frontal right volume %</th>\n",
       "      <th>Frontal left volume cm3</th>\n",
       "      <th>Frontal left volume %</th>\n",
       "      <th>Frontal volume asymmetry</th>\n",
       "      <th>FRP total volume cm3</th>\n",
       "      <th>FRP total volume %</th>\n",
       "      <th>FRP right volume cm3</th>\n",
       "      <th>FRP right volume %</th>\n",
       "      <th>FRP left volume cm3</th>\n",
       "      <th>FRP left volume %</th>\n",
       "      <th>FRP volume asymmetry</th>\n",
       "      <th>GRe total volume cm3</th>\n",
       "      <th>GRe total volume %</th>\n",
       "      <th>GRe right volume cm3</th>\n",
       "      <th>GRe right volume %</th>\n",
       "      <th>GRe left volume cm3</th>\n",
       "      <th>GRe left volume %</th>\n",
       "      <th>GRe volume asymmetry</th>\n",
       "      <th>OpIFG total volume cm3</th>\n",
       "      <th>OpIFG total volume %</th>\n",
       "      <th>OpIFG right volume cm3</th>\n",
       "      <th>OpIFG right volume %</th>\n",
       "      <th>OpIFG left volume cm3</th>\n",
       "      <th>OpIFG left volume %</th>\n",
       "      <th>OpIFG volume asymmetry</th>\n",
       "      <th>OrIFG total volume cm3</th>\n",
       "      <th>OrIFG total volume %</th>\n",
       "      <th>OrIFG right volume cm3</th>\n",
       "      <th>OrIFG right volume %</th>\n",
       "      <th>OrIFG left volume cm3</th>\n",
       "      <th>OrIFG left volume %</th>\n",
       "      <th>OrIFG volume asymmetry</th>\n",
       "      <th>TrIFG total volume cm3</th>\n",
       "      <th>TrIFG total volume %</th>\n",
       "      <th>TrIFG right volume cm3</th>\n",
       "      <th>TrIFG right volume %</th>\n",
       "      <th>TrIFG left volume cm3</th>\n",
       "      <th>TrIFG left volume %</th>\n",
       "      <th>TrIFG volume asymmetry</th>\n",
       "      <th>MFC total volume cm3</th>\n",
       "      <th>MFC total volume %</th>\n",
       "      <th>MFC right volume cm3</th>\n",
       "      <th>MFC right volume %</th>\n",
       "      <th>MFC left volume cm3</th>\n",
       "      <th>MFC left volume %</th>\n",
       "      <th>MFC volume asymmetry</th>\n",
       "      <th>MFG total volume cm3</th>\n",
       "      <th>MFG total volume %</th>\n",
       "      <th>MFG right volume cm3</th>\n",
       "      <th>MFG right volume %</th>\n",
       "      <th>MFG left volume cm3</th>\n",
       "      <th>MFG left volume %</th>\n",
       "      <th>MFG volume asymmetry</th>\n",
       "      <th>AOrG total volume cm3</th>\n",
       "      <th>AOrG total volume %</th>\n",
       "      <th>AOrG right volume cm3</th>\n",
       "      <th>AOrG right volume %</th>\n",
       "      <th>AOrG left volume cm3</th>\n",
       "      <th>AOrG left volume %</th>\n",
       "      <th>AOrG volume asymmetry</th>\n",
       "      <th>LOrG total volume cm3</th>\n",
       "      <th>LOrG total volume %</th>\n",
       "      <th>LOrG right volume cm3</th>\n",
       "      <th>LOrG right volume %</th>\n",
       "      <th>LOrG left volume cm3</th>\n",
       "      <th>LOrG left volume %</th>\n",
       "      <th>LOrG volume asymmetry</th>\n",
       "      <th>MOrG total volume cm3</th>\n",
       "      <th>MOrG total volume %</th>\n",
       "      <th>MOrG right volume cm3</th>\n",
       "      <th>MOrG right volume %</th>\n",
       "      <th>MOrG left volume cm3</th>\n",
       "      <th>MOrG left volume %</th>\n",
       "      <th>MOrG volume asymmetry</th>\n",
       "      <th>POrG total volume cm3</th>\n",
       "      <th>POrG total volume %</th>\n",
       "      <th>POrG right volume cm3</th>\n",
       "      <th>POrG right volume %</th>\n",
       "      <th>POrG left volume cm3</th>\n",
       "      <th>POrG left volume %</th>\n",
       "      <th>POrG volume asymmetry</th>\n",
       "      <th>PrG total volume cm3</th>\n",
       "      <th>PrG total volume %</th>\n",
       "      <th>PrG right volume cm3</th>\n",
       "      <th>PrG right volume %</th>\n",
       "      <th>PrG left volume cm3</th>\n",
       "      <th>PrG left volume %</th>\n",
       "      <th>PrG volume asymmetry</th>\n",
       "      <th>MPrG total volume cm3</th>\n",
       "      <th>MPrG total volume %</th>\n",
       "      <th>MPrG right volume cm3</th>\n",
       "      <th>MPrG right volume %</th>\n",
       "      <th>MPrG left volume cm3</th>\n",
       "      <th>MPrG left volume %</th>\n",
       "      <th>MPrG volume asymmetry</th>\n",
       "      <th>SCA total volume cm3</th>\n",
       "      <th>SCA total volume %</th>\n",
       "      <th>SCA right volume cm3</th>\n",
       "      <th>SCA right volume %</th>\n",
       "      <th>SCA left volume cm3</th>\n",
       "      <th>SCA left volume %</th>\n",
       "      <th>SCA volume asymmetry</th>\n",
       "      <th>SFG total volume cm3</th>\n",
       "      <th>SFG total volume %</th>\n",
       "      <th>SFG right volume cm3</th>\n",
       "      <th>SFG right volume %</th>\n",
       "      <th>SFG left volume cm3</th>\n",
       "      <th>SFG left volume %</th>\n",
       "      <th>SFG volume asymmetry</th>\n",
       "      <th>MSFG total volume cm3</th>\n",
       "      <th>MSFG total volume %</th>\n",
       "      <th>MSFG right volume cm3</th>\n",
       "      <th>MSFG right volume %</th>\n",
       "      <th>MSFG left volume cm3</th>\n",
       "      <th>MSFG left volume %</th>\n",
       "      <th>MSFG volume asymmetry</th>\n",
       "      <th>SMC total volume cm3</th>\n",
       "      <th>SMC total volume %</th>\n",
       "      <th>SMC right volume cm3</th>\n",
       "      <th>SMC right volume %</th>\n",
       "      <th>SMC left volume cm3</th>\n",
       "      <th>SMC left volume %</th>\n",
       "      <th>SMC volume asymmetry</th>\n",
       "      <th>Temporal total volume cm3</th>\n",
       "      <th>Temporal total volume %</th>\n",
       "      <th>Temporal right volume cm3</th>\n",
       "      <th>Temporal right volume %</th>\n",
       "      <th>Temporal left volume cm3</th>\n",
       "      <th>Temporal left volume %</th>\n",
       "      <th>Temporal volume asymmetry</th>\n",
       "      <th>FuG total volume cm3</th>\n",
       "      <th>FuG total volume %</th>\n",
       "      <th>FuG right volume cm3</th>\n",
       "      <th>FuG right volume %</th>\n",
       "      <th>FuG left volume cm3</th>\n",
       "      <th>FuG left volume %</th>\n",
       "      <th>FuG volume asymmetry</th>\n",
       "      <th>PP total volume cm3</th>\n",
       "      <th>PP total volume %</th>\n",
       "      <th>PP right volume cm3</th>\n",
       "      <th>PP right volume %</th>\n",
       "      <th>PP left volume cm3</th>\n",
       "      <th>PP left volume %</th>\n",
       "      <th>PP volume asymmetry</th>\n",
       "      <th>PT total volume cm3</th>\n",
       "      <th>PT total volume %</th>\n",
       "      <th>PT right volume cm3</th>\n",
       "      <th>PT right volume %</th>\n",
       "      <th>PT left volume cm3</th>\n",
       "      <th>PT left volume %</th>\n",
       "      <th>PT volume asymmetry</th>\n",
       "      <th>ITG total volume cm3</th>\n",
       "      <th>ITG total volume %</th>\n",
       "      <th>ITG right volume cm3</th>\n",
       "      <th>ITG right volume %</th>\n",
       "      <th>ITG left volume cm3</th>\n",
       "      <th>ITG left volume %</th>\n",
       "      <th>ITG volume asymmetry</th>\n",
       "      <th>MTG total volume cm3</th>\n",
       "      <th>MTG total volume %</th>\n",
       "      <th>MTG right volume cm3</th>\n",
       "      <th>MTG right volume %</th>\n",
       "      <th>MTG left volume cm3</th>\n",
       "      <th>MTG left volume %</th>\n",
       "      <th>MTG volume asymmetry</th>\n",
       "      <th>STG total volume cm3</th>\n",
       "      <th>STG total volume %</th>\n",
       "      <th>STG right volume cm3</th>\n",
       "      <th>STG right volume %</th>\n",
       "      <th>STG left volume cm3</th>\n",
       "      <th>STG left volume %</th>\n",
       "      <th>STG volume asymmetry</th>\n",
       "      <th>TTG total volume cm3</th>\n",
       "      <th>TTG total volume %</th>\n",
       "      <th>TTG right volume cm3</th>\n",
       "      <th>TTG right volume %</th>\n",
       "      <th>TTG left volume cm3</th>\n",
       "      <th>TTG left volume %</th>\n",
       "      <th>TTG volume asymmetry</th>\n",
       "      <th>TMP total volume cm3</th>\n",
       "      <th>TMP total volume %</th>\n",
       "      <th>TMP right volume cm3</th>\n",
       "      <th>TMP right volume %</th>\n",
       "      <th>TMP left volume cm3</th>\n",
       "      <th>TMP left volume %</th>\n",
       "      <th>TMP volume asymmetry</th>\n",
       "      <th>Parietal total volume cm3</th>\n",
       "      <th>Parietal total volume %</th>\n",
       "      <th>Parietal right volume cm3</th>\n",
       "      <th>Parietal right volume %</th>\n",
       "      <th>Parietal left volume cm3</th>\n",
       "      <th>Parietal left volume %</th>\n",
       "      <th>Parietal volume asymmetry</th>\n",
       "      <th>AnG total volume cm3</th>\n",
       "      <th>AnG total volume %</th>\n",
       "      <th>AnG right volume cm3</th>\n",
       "      <th>AnG right volume %</th>\n",
       "      <th>AnG left volume cm3</th>\n",
       "      <th>AnG left volume %</th>\n",
       "      <th>AnG volume asymmetry</th>\n",
       "      <th>PoG total volume cm3</th>\n",
       "      <th>PoG total volume %</th>\n",
       "      <th>PoG right volume cm3</th>\n",
       "      <th>PoG right volume %</th>\n",
       "      <th>PoG left volume cm3</th>\n",
       "      <th>PoG left volume %</th>\n",
       "      <th>PoG volume asymmetry</th>\n",
       "      <th>MPoG total volume cm3</th>\n",
       "      <th>MPoG total volume %</th>\n",
       "      <th>MPoG right volume cm3</th>\n",
       "      <th>MPoG right volume %</th>\n",
       "      <th>MPoG left volume cm3</th>\n",
       "      <th>MPoG left volume %</th>\n",
       "      <th>MPoG volume asymmetry</th>\n",
       "      <th>PCu total volume cm3</th>\n",
       "      <th>PCu total volume %</th>\n",
       "      <th>PCu right volume cm3</th>\n",
       "      <th>PCu right volume %</th>\n",
       "      <th>PCu left volume cm3</th>\n",
       "      <th>PCu left volume %</th>\n",
       "      <th>PCu volume asymmetry</th>\n",
       "      <th>SPL total volume cm3</th>\n",
       "      <th>SPL total volume %</th>\n",
       "      <th>SPL right volume cm3</th>\n",
       "      <th>SPL right volume %</th>\n",
       "      <th>SPL left volume cm3</th>\n",
       "      <th>SPL left volume %</th>\n",
       "      <th>SPL volume asymmetry</th>\n",
       "      <th>SMG total volume cm3</th>\n",
       "      <th>SMG total volume %</th>\n",
       "      <th>SMG right volume cm3</th>\n",
       "      <th>SMG right volume %</th>\n",
       "      <th>SMG left volume cm3</th>\n",
       "      <th>SMG left volume %</th>\n",
       "      <th>SMG volume asymmetry</th>\n",
       "      <th>Occipital total volume cm3</th>\n",
       "      <th>Occipital total volume %</th>\n",
       "      <th>Occipital right volume cm3</th>\n",
       "      <th>Occipital right volume %</th>\n",
       "      <th>Occipital left volume cm3</th>\n",
       "      <th>Occipital left volume %</th>\n",
       "      <th>Occipital volume asymmetry</th>\n",
       "      <th>Calc total volume cm3</th>\n",
       "      <th>Calc total volume %</th>\n",
       "      <th>Calc right volume cm3</th>\n",
       "      <th>Calc right volume %</th>\n",
       "      <th>Calc left volume cm3</th>\n",
       "      <th>Calc left volume %</th>\n",
       "      <th>Calc volume asymmetry</th>\n",
       "      <th>Cun total volume cm3</th>\n",
       "      <th>Cun total volume %</th>\n",
       "      <th>Cun right volume cm3</th>\n",
       "      <th>Cun right volume %</th>\n",
       "      <th>Cun left volume cm3</th>\n",
       "      <th>Cun left volume %</th>\n",
       "      <th>Cun volume asymmetry</th>\n",
       "      <th>LiG total volume cm3</th>\n",
       "      <th>LiG total volume %</th>\n",
       "      <th>LiG right volume cm3</th>\n",
       "      <th>LiG right volume %</th>\n",
       "      <th>LiG left volume cm3</th>\n",
       "      <th>LiG left volume %</th>\n",
       "      <th>LiG volume asymmetry</th>\n",
       "      <th>OFuG total volume cm3</th>\n",
       "      <th>OFuG total volume %</th>\n",
       "      <th>OFuG right volume cm3</th>\n",
       "      <th>OFuG right volume %</th>\n",
       "      <th>OFuG left volume cm3</th>\n",
       "      <th>OFuG left volume %</th>\n",
       "      <th>OFuG volume asymmetry</th>\n",
       "      <th>IOG total volume cm3</th>\n",
       "      <th>IOG total volume %</th>\n",
       "      <th>IOG right volume cm3</th>\n",
       "      <th>IOG right volume %</th>\n",
       "      <th>IOG left volume cm3</th>\n",
       "      <th>IOG left volume %</th>\n",
       "      <th>IOG volume asymmetry</th>\n",
       "      <th>MOG total volume cm3</th>\n",
       "      <th>MOG total volume %</th>\n",
       "      <th>MOG right volume cm3</th>\n",
       "      <th>MOG right volume %</th>\n",
       "      <th>MOG left volume cm3</th>\n",
       "      <th>MOG left volume %</th>\n",
       "      <th>MOG volume asymmetry</th>\n",
       "      <th>SOG total volume cm3</th>\n",
       "      <th>SOG total volume %</th>\n",
       "      <th>SOG right volume cm3</th>\n",
       "      <th>SOG right volume %</th>\n",
       "      <th>SOG left volume cm3</th>\n",
       "      <th>SOG left volume %</th>\n",
       "      <th>SOG volume asymmetry</th>\n",
       "      <th>OCP total volume cm3</th>\n",
       "      <th>OCP total volume %</th>\n",
       "      <th>OCP right volume cm3</th>\n",
       "      <th>OCP right volume %</th>\n",
       "      <th>OCP left volume cm3</th>\n",
       "      <th>OCP left volume %</th>\n",
       "      <th>OCP volume asymmetry</th>\n",
       "      <th>Limbic total volume cm3</th>\n",
       "      <th>Limbic total volume %</th>\n",
       "      <th>Limbic right volume cm3</th>\n",
       "      <th>Limbic right volume %</th>\n",
       "      <th>Limbic left volume cm3</th>\n",
       "      <th>Limbic left volume %</th>\n",
       "      <th>Limbic volume asymmetry</th>\n",
       "      <th>Ent total volume cm3</th>\n",
       "      <th>Ent total volume %</th>\n",
       "      <th>Ent right volume cm3</th>\n",
       "      <th>Ent right volume %</th>\n",
       "      <th>Ent left volume cm3</th>\n",
       "      <th>Ent left volume %</th>\n",
       "      <th>Ent volume asymmetry</th>\n",
       "      <th>ACgG total volume cm3</th>\n",
       "      <th>ACgG total volume %</th>\n",
       "      <th>ACgG right volume cm3</th>\n",
       "      <th>ACgG right volume %</th>\n",
       "      <th>ACgG left volume cm3</th>\n",
       "      <th>ACgG left volume %</th>\n",
       "      <th>ACgG volume asymmetry</th>\n",
       "      <th>MCgG total volume cm3</th>\n",
       "      <th>MCgG total volume %</th>\n",
       "      <th>MCgG right volume cm3</th>\n",
       "      <th>MCgG right volume %</th>\n",
       "      <th>MCgG left volume cm3</th>\n",
       "      <th>MCgG left volume %</th>\n",
       "      <th>MCgG volume asymmetry</th>\n",
       "      <th>PCgG total volume cm3</th>\n",
       "      <th>PCgG total volume %</th>\n",
       "      <th>PCgG right volume cm3</th>\n",
       "      <th>PCgG right volume %</th>\n",
       "      <th>PCgG left volume cm3</th>\n",
       "      <th>PCgG left volume %</th>\n",
       "      <th>PCgG volume asymmetry</th>\n",
       "      <th>PHG total volume cm3</th>\n",
       "      <th>PHG total volume %</th>\n",
       "      <th>PHG right volume cm3</th>\n",
       "      <th>PHG right volume %</th>\n",
       "      <th>PHG left volume cm3</th>\n",
       "      <th>PHG left volume %</th>\n",
       "      <th>PHG volume asymmetry</th>\n",
       "      <th>Insular total volume cm3</th>\n",
       "      <th>Insular total volume %</th>\n",
       "      <th>Insular right volume cm3</th>\n",
       "      <th>Insular right volume %</th>\n",
       "      <th>Insular left volume cm3</th>\n",
       "      <th>Insular left volume %</th>\n",
       "      <th>Insular volume asymmetry</th>\n",
       "      <th>AIns total volume cm3</th>\n",
       "      <th>AIns total volume %</th>\n",
       "      <th>AIns right volume cm3</th>\n",
       "      <th>AIns right volume %</th>\n",
       "      <th>AIns left volume cm3</th>\n",
       "      <th>AIns left volume %</th>\n",
       "      <th>AIns volume asymmetry</th>\n",
       "      <th>PIns total volume cm3</th>\n",
       "      <th>PIns total volume %</th>\n",
       "      <th>PIns right volume cm3</th>\n",
       "      <th>PIns right volume %</th>\n",
       "      <th>PIns left volume cm3</th>\n",
       "      <th>PIns left volume %</th>\n",
       "      <th>PIns volume asymmetry</th>\n",
       "      <th>CO total volume cm3</th>\n",
       "      <th>CO total volume %</th>\n",
       "      <th>CO right volume cm3</th>\n",
       "      <th>CO right volume %</th>\n",
       "      <th>CO left volume cm3</th>\n",
       "      <th>CO left volume %</th>\n",
       "      <th>CO volume asymmetry</th>\n",
       "      <th>FO total volume cm3</th>\n",
       "      <th>FO total volume %</th>\n",
       "      <th>FO right volume cm3</th>\n",
       "      <th>FO right volume %</th>\n",
       "      <th>FO left volume cm3</th>\n",
       "      <th>FO left volume %</th>\n",
       "      <th>FO volume asymmetry</th>\n",
       "      <th>PO total volume cm3</th>\n",
       "      <th>PO total volume %</th>\n",
       "      <th>PO right volume cm3</th>\n",
       "      <th>PO right volume %</th>\n",
       "      <th>PO left volume cm3</th>\n",
       "      <th>PO left volume %</th>\n",
       "      <th>PO volume asymmetry</th>\n",
       "      <th>Inf. Lateral Ventricle total volume cm3</th>\n",
       "      <th>Inf. Lateral Ventricle total volume %</th>\n",
       "      <th>Inf. Lateral Ventricle right volume cm3</th>\n",
       "      <th>Inf. Lateral Ventricle right volume %</th>\n",
       "      <th>Inf. Lateral Ventricle left volume cm3</th>\n",
       "      <th>Inf. Lateral Ventricle left volume %</th>\n",
       "      <th>Inf. Lateral Ventricle volume asymmetry</th>\n",
       "      <th>Lateral Ventricle total volume cm3</th>\n",
       "      <th>Lateral Ventricle total volume %</th>\n",
       "      <th>Lateral Ventricle right volume cm3</th>\n",
       "      <th>Lateral Ventricle right volume %</th>\n",
       "      <th>Lateral Ventricle left volume cm3</th>\n",
       "      <th>Lateral Ventricle left volume %</th>\n",
       "      <th>Lateral Ventricle volume asymmetry</th>\n",
       "      <th>3rd Ventricle volume cm3</th>\n",
       "      <th>3rd Ventricle volume %</th>\n",
       "      <th>4th Ventricle volume cm3</th>\n",
       "      <th>4th Ventricle volume %</th>\n",
       "      <th>External CSF volume cm3</th>\n",
       "      <th>External CSF volume %</th>\n",
       "      <th>Cerebellar Vermal Lobules I-V volume cm3</th>\n",
       "      <th>Cerebellar Vermal Lobules I-V volume %</th>\n",
       "      <th>Cerebellar Vermal Lobules VI-VII volume cm3</th>\n",
       "      <th>Cerebellar Vermal Lobules VI-VII volume %</th>\n",
       "      <th>Cerebellar Vermal Lobules VIII-X volume cm3</th>\n",
       "      <th>Cerebellar Vermal Lobules VIII-X volume %</th>\n",
       "      <th>Frontal total thickness mm</th>\n",
       "      <th>Frontal total thickness norm.</th>\n",
       "      <th>Frontal right thickness mm</th>\n",
       "      <th>Frontal right thickness norm.</th>\n",
       "      <th>Frontal left thickness mm</th>\n",
       "      <th>Frontal left thickness norm.</th>\n",
       "      <th>Frontal thickness asymmetry</th>\n",
       "      <th>FRP total thickness mm</th>\n",
       "      <th>FRP total thickness norm.</th>\n",
       "      <th>FRP right thickness mm</th>\n",
       "      <th>FRP right thickness norm.</th>\n",
       "      <th>FRP left thickness mm</th>\n",
       "      <th>FRP left thickness norm.</th>\n",
       "      <th>FRP thickness asymmetry</th>\n",
       "      <th>GRe total thickness mm</th>\n",
       "      <th>GRe total thickness norm.</th>\n",
       "      <th>GRe right thickness mm</th>\n",
       "      <th>GRe right thickness norm.</th>\n",
       "      <th>GRe left thickness mm</th>\n",
       "      <th>GRe left thickness norm.</th>\n",
       "      <th>GRe thickness asymmetry</th>\n",
       "      <th>OpIFG total thickness mm</th>\n",
       "      <th>OpIFG total thickness norm.</th>\n",
       "      <th>OpIFG right thickness mm</th>\n",
       "      <th>OpIFG right thickness norm.</th>\n",
       "      <th>OpIFG left thickness mm</th>\n",
       "      <th>OpIFG left thickness norm.</th>\n",
       "      <th>OpIFG thickness asymmetry</th>\n",
       "      <th>OrIFG total thickness mm</th>\n",
       "      <th>OrIFG total thickness norm.</th>\n",
       "      <th>OrIFG right thickness mm</th>\n",
       "      <th>OrIFG right thickness norm.</th>\n",
       "      <th>OrIFG left thickness mm</th>\n",
       "      <th>OrIFG left thickness norm.</th>\n",
       "      <th>OrIFG thickness asymmetry</th>\n",
       "      <th>TrIFG total thickness mm</th>\n",
       "      <th>TrIFG total thickness norm.</th>\n",
       "      <th>TrIFG right thickness mm</th>\n",
       "      <th>TrIFG right thickness norm.</th>\n",
       "      <th>TrIFG left thickness mm</th>\n",
       "      <th>TrIFG left thickness norm.</th>\n",
       "      <th>TrIFG thickness asymmetry</th>\n",
       "      <th>MFC total thickness mm</th>\n",
       "      <th>MFC total thickness norm.</th>\n",
       "      <th>MFC right thickness mm</th>\n",
       "      <th>MFC right thickness norm.</th>\n",
       "      <th>MFC left thickness mm</th>\n",
       "      <th>MFC left thickness norm.</th>\n",
       "      <th>MFC thickness asymmetry</th>\n",
       "      <th>MFG total thickness mm</th>\n",
       "      <th>MFG total thickness norm.</th>\n",
       "      <th>MFG right thickness mm</th>\n",
       "      <th>MFG right thickness norm.</th>\n",
       "      <th>MFG left thickness mm</th>\n",
       "      <th>MFG left thickness norm.</th>\n",
       "      <th>MFG thickness asymmetry</th>\n",
       "      <th>AOrG total thickness mm</th>\n",
       "      <th>AOrG total thickness norm.</th>\n",
       "      <th>AOrG right thickness mm</th>\n",
       "      <th>AOrG right thickness norm.</th>\n",
       "      <th>AOrG left thickness mm</th>\n",
       "      <th>AOrG left thickness norm.</th>\n",
       "      <th>AOrG thickness asymmetry</th>\n",
       "      <th>LOrG total thickness mm</th>\n",
       "      <th>LOrG total thickness norm.</th>\n",
       "      <th>LOrG right thickness mm</th>\n",
       "      <th>LOrG right thickness norm.</th>\n",
       "      <th>LOrG left thickness mm</th>\n",
       "      <th>LOrG left thickness norm.</th>\n",
       "      <th>LOrG thickness asymmetry</th>\n",
       "      <th>MOrG total thickness mm</th>\n",
       "      <th>MOrG total thickness norm.</th>\n",
       "      <th>MOrG right thickness mm</th>\n",
       "      <th>MOrG right thickness norm.</th>\n",
       "      <th>MOrG left thickness mm</th>\n",
       "      <th>MOrG left thickness norm.</th>\n",
       "      <th>MOrG thickness asymmetry</th>\n",
       "      <th>POrG total thickness mm</th>\n",
       "      <th>POrG total thickness norm.</th>\n",
       "      <th>POrG right thickness mm</th>\n",
       "      <th>POrG right thickness norm.</th>\n",
       "      <th>POrG left thickness mm</th>\n",
       "      <th>POrG left thickness norm.</th>\n",
       "      <th>POrG thickness asymmetry</th>\n",
       "      <th>PrG total thickness mm</th>\n",
       "      <th>PrG total thickness norm.</th>\n",
       "      <th>PrG right thickness mm</th>\n",
       "      <th>PrG right thickness norm.</th>\n",
       "      <th>PrG left thickness mm</th>\n",
       "      <th>PrG left thickness norm.</th>\n",
       "      <th>PrG thickness asymmetry</th>\n",
       "      <th>MPrG total thickness mm</th>\n",
       "      <th>MPrG total thickness norm.</th>\n",
       "      <th>MPrG right thickness mm</th>\n",
       "      <th>MPrG right thickness norm.</th>\n",
       "      <th>MPrG left thickness mm</th>\n",
       "      <th>MPrG left thickness norm.</th>\n",
       "      <th>MPrG thickness asymmetry</th>\n",
       "      <th>SCA total thickness mm</th>\n",
       "      <th>SCA total thickness norm.</th>\n",
       "      <th>SCA right thickness mm</th>\n",
       "      <th>SCA right thickness norm.</th>\n",
       "      <th>SCA left thickness mm</th>\n",
       "      <th>SCA left thickness norm.</th>\n",
       "      <th>SCA thickness asymmetry</th>\n",
       "      <th>SFG total thickness mm</th>\n",
       "      <th>SFG total thickness norm.</th>\n",
       "      <th>SFG right thickness mm</th>\n",
       "      <th>SFG right thickness norm.</th>\n",
       "      <th>SFG left thickness mm</th>\n",
       "      <th>SFG left thickness norm.</th>\n",
       "      <th>SFG thickness asymmetry</th>\n",
       "      <th>MSFG total thickness mm</th>\n",
       "      <th>MSFG total thickness norm.</th>\n",
       "      <th>MSFG right thickness mm</th>\n",
       "      <th>MSFG right thickness norm.</th>\n",
       "      <th>MSFG left thickness mm</th>\n",
       "      <th>MSFG left thickness norm.</th>\n",
       "      <th>MSFG thickness asymmetry</th>\n",
       "      <th>SMC total thickness mm</th>\n",
       "      <th>SMC total thickness norm.</th>\n",
       "      <th>SMC right thickness mm</th>\n",
       "      <th>SMC right thickness norm.</th>\n",
       "      <th>SMC left thickness mm</th>\n",
       "      <th>SMC left thickness norm.</th>\n",
       "      <th>SMC thickness asymmetry</th>\n",
       "      <th>Temporal total thickness mm</th>\n",
       "      <th>Temporal total thickness norm.</th>\n",
       "      <th>Temporal right thickness mm</th>\n",
       "      <th>Temporal right thickness norm.</th>\n",
       "      <th>Temporal left thickness mm</th>\n",
       "      <th>Temporal left thickness norm.</th>\n",
       "      <th>Temporal thickness asymmetry</th>\n",
       "      <th>FuG total thickness mm</th>\n",
       "      <th>FuG total thickness norm.</th>\n",
       "      <th>FuG right thickness mm</th>\n",
       "      <th>FuG right thickness norm.</th>\n",
       "      <th>FuG left thickness mm</th>\n",
       "      <th>FuG left thickness norm.</th>\n",
       "      <th>FuG thickness asymmetry</th>\n",
       "      <th>PP total thickness mm</th>\n",
       "      <th>PP total thickness norm.</th>\n",
       "      <th>PP right thickness mm</th>\n",
       "      <th>PP right thickness norm.</th>\n",
       "      <th>PP left thickness mm</th>\n",
       "      <th>PP left thickness norm.</th>\n",
       "      <th>PP thickness asymmetry</th>\n",
       "      <th>PT total thickness mm</th>\n",
       "      <th>PT total thickness norm.</th>\n",
       "      <th>PT right thickness mm</th>\n",
       "      <th>PT right thickness norm.</th>\n",
       "      <th>PT left thickness mm</th>\n",
       "      <th>PT left thickness norm.</th>\n",
       "      <th>PT thickness asymmetry</th>\n",
       "      <th>ITG total thickness mm</th>\n",
       "      <th>ITG total thickness norm.</th>\n",
       "      <th>ITG right thickness mm</th>\n",
       "      <th>ITG right thickness norm.</th>\n",
       "      <th>ITG left thickness mm</th>\n",
       "      <th>ITG left thickness norm.</th>\n",
       "      <th>ITG thickness asymmetry</th>\n",
       "      <th>MTG total thickness mm</th>\n",
       "      <th>MTG total thickness norm.</th>\n",
       "      <th>MTG right thickness mm</th>\n",
       "      <th>MTG right thickness norm.</th>\n",
       "      <th>MTG left thickness mm</th>\n",
       "      <th>MTG left thickness norm.</th>\n",
       "      <th>MTG thickness asymmetry</th>\n",
       "      <th>STG total thickness mm</th>\n",
       "      <th>STG total thickness norm.</th>\n",
       "      <th>STG right thickness mm</th>\n",
       "      <th>STG right thickness norm.</th>\n",
       "      <th>STG left thickness mm</th>\n",
       "      <th>STG left thickness norm.</th>\n",
       "      <th>STG thickness asymmetry</th>\n",
       "      <th>TTG total thickness mm</th>\n",
       "      <th>TTG total thickness norm.</th>\n",
       "      <th>TTG right thickness mm</th>\n",
       "      <th>TTG right thickness norm.</th>\n",
       "      <th>TTG left thickness mm</th>\n",
       "      <th>TTG left thickness norm.</th>\n",
       "      <th>TTG thickness asymmetry</th>\n",
       "      <th>TMP total thickness mm</th>\n",
       "      <th>TMP total thickness norm.</th>\n",
       "      <th>TMP right thickness mm</th>\n",
       "      <th>TMP right thickness norm.</th>\n",
       "      <th>TMP left thickness mm</th>\n",
       "      <th>TMP left thickness norm.</th>\n",
       "      <th>TMP thickness asymmetry</th>\n",
       "      <th>Parietal total thickness mm</th>\n",
       "      <th>Parietal total thickness norm.</th>\n",
       "      <th>Parietal right thickness mm</th>\n",
       "      <th>Parietal right thickness norm.</th>\n",
       "      <th>Parietal left thickness mm</th>\n",
       "      <th>Parietal left thickness norm.</th>\n",
       "      <th>Parietal thickness asymmetry</th>\n",
       "      <th>AnG total thickness mm</th>\n",
       "      <th>AnG total thickness norm.</th>\n",
       "      <th>AnG right thickness mm</th>\n",
       "      <th>AnG right thickness norm.</th>\n",
       "      <th>AnG left thickness mm</th>\n",
       "      <th>AnG left thickness norm.</th>\n",
       "      <th>AnG thickness asymmetry</th>\n",
       "      <th>PoG total thickness mm</th>\n",
       "      <th>PoG total thickness norm.</th>\n",
       "      <th>PoG right thickness mm</th>\n",
       "      <th>PoG right thickness norm.</th>\n",
       "      <th>PoG left thickness mm</th>\n",
       "      <th>PoG left thickness norm.</th>\n",
       "      <th>PoG thickness asymmetry</th>\n",
       "      <th>MPoG total thickness mm</th>\n",
       "      <th>MPoG total thickness norm.</th>\n",
       "      <th>MPoG right thickness mm</th>\n",
       "      <th>MPoG right thickness norm.</th>\n",
       "      <th>MPoG left thickness mm</th>\n",
       "      <th>MPoG left thickness norm.</th>\n",
       "      <th>MPoG thickness asymmetry</th>\n",
       "      <th>PCu total thickness mm</th>\n",
       "      <th>PCu total thickness norm.</th>\n",
       "      <th>PCu right thickness mm</th>\n",
       "      <th>PCu right thickness norm.</th>\n",
       "      <th>PCu left thickness mm</th>\n",
       "      <th>PCu left thickness norm.</th>\n",
       "      <th>PCu thickness asymmetry</th>\n",
       "      <th>SPL total thickness mm</th>\n",
       "      <th>SPL total thickness norm.</th>\n",
       "      <th>SPL right thickness mm</th>\n",
       "      <th>SPL right thickness norm.</th>\n",
       "      <th>SPL left thickness mm</th>\n",
       "      <th>SPL left thickness norm.</th>\n",
       "      <th>SPL thickness asymmetry</th>\n",
       "      <th>SMG total thickness mm</th>\n",
       "      <th>SMG total thickness norm.</th>\n",
       "      <th>SMG right thickness mm</th>\n",
       "      <th>SMG right thickness norm.</th>\n",
       "      <th>SMG left thickness mm</th>\n",
       "      <th>SMG left thickness norm.</th>\n",
       "      <th>SMG thickness asymmetry</th>\n",
       "      <th>Occipital total thickness mm</th>\n",
       "      <th>Occipital total thickness norm.</th>\n",
       "      <th>Occipital right thickness mm</th>\n",
       "      <th>Occipital right thickness norm.</th>\n",
       "      <th>Occipital left thickness mm</th>\n",
       "      <th>Occipital left thickness norm.</th>\n",
       "      <th>Occipital thickness asymmetry</th>\n",
       "      <th>Calc total thickness mm</th>\n",
       "      <th>Calc total thickness norm.</th>\n",
       "      <th>Calc right thickness mm</th>\n",
       "      <th>Calc right thickness norm.</th>\n",
       "      <th>Calc left thickness mm</th>\n",
       "      <th>Calc left thickness norm.</th>\n",
       "      <th>Calc thickness asymmetry</th>\n",
       "      <th>Cun total thickness mm</th>\n",
       "      <th>Cun total thickness norm.</th>\n",
       "      <th>Cun right thickness mm</th>\n",
       "      <th>Cun right thickness norm.</th>\n",
       "      <th>Cun left thickness mm</th>\n",
       "      <th>Cun left thickness norm.</th>\n",
       "      <th>Cun thickness asymmetry</th>\n",
       "      <th>LiG total thickness mm</th>\n",
       "      <th>LiG total thickness norm.</th>\n",
       "      <th>LiG right thickness mm</th>\n",
       "      <th>LiG right thickness norm.</th>\n",
       "      <th>LiG left thickness mm</th>\n",
       "      <th>LiG left thickness norm.</th>\n",
       "      <th>LiG thickness asymmetry</th>\n",
       "      <th>OFuG total thickness mm</th>\n",
       "      <th>OFuG total thickness norm.</th>\n",
       "      <th>OFuG right thickness mm</th>\n",
       "      <th>OFuG right thickness norm.</th>\n",
       "      <th>OFuG left thickness mm</th>\n",
       "      <th>OFuG left thickness norm.</th>\n",
       "      <th>OFuG thickness asymmetry</th>\n",
       "      <th>IOG total thickness mm</th>\n",
       "      <th>IOG total thickness norm.</th>\n",
       "      <th>IOG right thickness mm</th>\n",
       "      <th>IOG right thickness norm.</th>\n",
       "      <th>IOG left thickness mm</th>\n",
       "      <th>IOG left thickness norm.</th>\n",
       "      <th>IOG thickness asymmetry</th>\n",
       "      <th>MOG total thickness mm</th>\n",
       "      <th>MOG total thickness norm.</th>\n",
       "      <th>MOG right thickness mm</th>\n",
       "      <th>MOG right thickness norm.</th>\n",
       "      <th>MOG left thickness mm</th>\n",
       "      <th>MOG left thickness norm.</th>\n",
       "      <th>MOG thickness asymmetry</th>\n",
       "      <th>SOG total thickness mm</th>\n",
       "      <th>SOG total thickness norm.</th>\n",
       "      <th>SOG right thickness mm</th>\n",
       "      <th>SOG right thickness norm.</th>\n",
       "      <th>SOG left thickness mm</th>\n",
       "      <th>SOG left thickness norm.</th>\n",
       "      <th>SOG thickness asymmetry</th>\n",
       "      <th>OCP total thickness mm</th>\n",
       "      <th>OCP total thickness norm.</th>\n",
       "      <th>OCP right thickness mm</th>\n",
       "      <th>OCP right thickness norm.</th>\n",
       "      <th>OCP left thickness mm</th>\n",
       "      <th>OCP left thickness norm.</th>\n",
       "      <th>OCP thickness asymmetry</th>\n",
       "      <th>Limbic total thickness mm</th>\n",
       "      <th>Limbic total thickness norm.</th>\n",
       "      <th>Limbic right thickness mm</th>\n",
       "      <th>Limbic right thickness norm.</th>\n",
       "      <th>Limbic left thickness mm</th>\n",
       "      <th>Limbic left thickness norm.</th>\n",
       "      <th>Limbic thickness asymmetry</th>\n",
       "      <th>Ent total thickness mm</th>\n",
       "      <th>Ent total thickness norm.</th>\n",
       "      <th>Ent right thickness mm</th>\n",
       "      <th>Ent right thickness norm.</th>\n",
       "      <th>Ent left thickness mm</th>\n",
       "      <th>Ent left thickness norm.</th>\n",
       "      <th>Ent thickness asymmetry</th>\n",
       "      <th>ACgG total thickness mm</th>\n",
       "      <th>ACgG total thickness norm.</th>\n",
       "      <th>ACgG right thickness mm</th>\n",
       "      <th>ACgG right thickness norm.</th>\n",
       "      <th>ACgG left thickness mm</th>\n",
       "      <th>ACgG left thickness norm.</th>\n",
       "      <th>ACgG thickness asymmetry</th>\n",
       "      <th>MCgG total thickness mm</th>\n",
       "      <th>MCgG total thickness norm.</th>\n",
       "      <th>MCgG right thickness mm</th>\n",
       "      <th>MCgG right thickness norm.</th>\n",
       "      <th>MCgG left thickness mm</th>\n",
       "      <th>MCgG left thickness norm.</th>\n",
       "      <th>MCgG thickness asymmetry</th>\n",
       "      <th>PCgG total thickness mm</th>\n",
       "      <th>PCgG total thickness norm.</th>\n",
       "      <th>PCgG right thickness mm</th>\n",
       "      <th>PCgG right thickness norm.</th>\n",
       "      <th>PCgG left thickness mm</th>\n",
       "      <th>PCgG left thickness norm.</th>\n",
       "      <th>PCgG thickness asymmetry</th>\n",
       "      <th>PHG total thickness mm</th>\n",
       "      <th>PHG total thickness norm.</th>\n",
       "      <th>PHG right thickness mm</th>\n",
       "      <th>PHG right thickness norm.</th>\n",
       "      <th>PHG left thickness mm</th>\n",
       "      <th>PHG left thickness norm.</th>\n",
       "      <th>PHG thickness asymmetry</th>\n",
       "      <th>Insular total thickness mm</th>\n",
       "      <th>Insular total thickness norm.</th>\n",
       "      <th>Insular right thickness mm</th>\n",
       "      <th>Insular right thickness norm.</th>\n",
       "      <th>Insular left thickness mm</th>\n",
       "      <th>Insular left thickness norm.</th>\n",
       "      <th>Insular thickness asymmetry</th>\n",
       "      <th>AIns total thickness mm</th>\n",
       "      <th>AIns total thickness norm.</th>\n",
       "      <th>AIns right thickness mm</th>\n",
       "      <th>AIns right thickness norm.</th>\n",
       "      <th>AIns left thickness mm</th>\n",
       "      <th>AIns left thickness norm.</th>\n",
       "      <th>AIns thickness asymmetry</th>\n",
       "      <th>PIns total thickness mm</th>\n",
       "      <th>PIns total thickness norm.</th>\n",
       "      <th>PIns right thickness mm</th>\n",
       "      <th>PIns right thickness norm.</th>\n",
       "      <th>PIns left thickness mm</th>\n",
       "      <th>PIns left thickness norm.</th>\n",
       "      <th>PIns thickness asymmetry</th>\n",
       "      <th>CO total thickness mm</th>\n",
       "      <th>CO total thickness norm.</th>\n",
       "      <th>CO right thickness mm</th>\n",
       "      <th>CO right thickness norm.</th>\n",
       "      <th>CO left thickness mm</th>\n",
       "      <th>CO left thickness norm.</th>\n",
       "      <th>CO thickness asymmetry</th>\n",
       "      <th>FO total thickness mm</th>\n",
       "      <th>FO total thickness norm.</th>\n",
       "      <th>FO right thickness mm</th>\n",
       "      <th>FO right thickness norm.</th>\n",
       "      <th>FO left thickness mm</th>\n",
       "      <th>FO left thickness norm.</th>\n",
       "      <th>FO thickness asymmetry</th>\n",
       "      <th>PO total thickness mm</th>\n",
       "      <th>PO total thickness norm.</th>\n",
       "      <th>PO right thickness mm</th>\n",
       "      <th>PO right thickness norm.</th>\n",
       "      <th>PO left thickness mm</th>\n",
       "      <th>PO left thickness norm.</th>\n",
       "      <th>PO thickness asymmetry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Paziente 1</td>\n",
       "      <td>0</td>\n",
       "      <td>38</td>\n",
       "      <td>1</td>\n",
       "      <td>Mood abnormalities (depressive)</td>\n",
       "      <td>0.67586</td>\n",
       "      <td>42.3566</td>\n",
       "      <td>438.3091</td>\n",
       "      <td>35.4223</td>\n",
       "      <td>438.2523</td>\n",
       "      <td>35.4177</td>\n",
       "      <td>0.056772</td>\n",
       "      <td>0.004588</td>\n",
       "      <td>607.2233</td>\n",
       "      <td>49.0733</td>\n",
       "      <td>37.7753</td>\n",
       "      <td>3.0528</td>\n",
       "      <td>487.2185</td>\n",
       "      <td>39.3750</td>\n",
       "      <td>82.2295</td>\n",
       "      <td>6.6454</td>\n",
       "      <td>175.8709</td>\n",
       "      <td>14.2132</td>\n",
       "      <td>1045.5324</td>\n",
       "      <td>84.4956</td>\n",
       "      <td>1237.3807</td>\n",
       "      <td>100</td>\n",
       "      <td>939.7768</td>\n",
       "      <td>75.9489</td>\n",
       "      <td>468.6499</td>\n",
       "      <td>37.8743</td>\n",
       "      <td>471.1269</td>\n",
       "      <td>38.0745</td>\n",
       "      <td>-0.527150</td>\n",
       "      <td>414.7830</td>\n",
       "      <td>33.5210</td>\n",
       "      <td>205.1885</td>\n",
       "      <td>16.5825</td>\n",
       "      <td>209.5945</td>\n",
       "      <td>16.9386</td>\n",
       "      <td>-2.1245</td>\n",
       "      <td>524.9938</td>\n",
       "      <td>42.4278</td>\n",
       "      <td>263.4614</td>\n",
       "      <td>21.2919</td>\n",
       "      <td>261.5325</td>\n",
       "      <td>21.1360</td>\n",
       "      <td>0.73483</td>\n",
       "      <td>98.8071</td>\n",
       "      <td>7.9852</td>\n",
       "      <td>49.8084</td>\n",
       "      <td>4.0253</td>\n",
       "      <td>48.9987</td>\n",
       "      <td>3.9599</td>\n",
       "      <td>1.63890</td>\n",
       "      <td>23.5261</td>\n",
       "      <td>1.9013</td>\n",
       "      <td>11.8945</td>\n",
       "      <td>0.96126</td>\n",
       "      <td>11.6316</td>\n",
       "      <td>0.94002</td>\n",
       "      <td>2.2351</td>\n",
       "      <td>82.2295</td>\n",
       "      <td>6.6454</td>\n",
       "      <td>37.9139</td>\n",
       "      <td>3.0640</td>\n",
       "      <td>37.3671</td>\n",
       "      <td>3.0199</td>\n",
       "      <td>1.45260</td>\n",
       "      <td>6.9485</td>\n",
       "      <td>0.56155</td>\n",
       "      <td>15.9774</td>\n",
       "      <td>1.2912</td>\n",
       "      <td>0.63734</td>\n",
       "      <td>0.051507</td>\n",
       "      <td>0.27305</td>\n",
       "      <td>0.022067</td>\n",
       "      <td>0.36429</td>\n",
       "      <td>0.029440</td>\n",
       "      <td>-28.6320</td>\n",
       "      <td>1.6978</td>\n",
       "      <td>0.13721</td>\n",
       "      <td>0.85294</td>\n",
       "      <td>0.068931</td>\n",
       "      <td>0.84483</td>\n",
       "      <td>0.068276</td>\n",
       "      <td>0.95541</td>\n",
       "      <td>0.65221</td>\n",
       "      <td>0.052709</td>\n",
       "      <td>0.31968</td>\n",
       "      <td>0.025835</td>\n",
       "      <td>0.33252</td>\n",
       "      <td>0.026873</td>\n",
       "      <td>-3.9378</td>\n",
       "      <td>7.5068</td>\n",
       "      <td>0.60667</td>\n",
       "      <td>3.7517</td>\n",
       "      <td>0.30320</td>\n",
       "      <td>3.7551</td>\n",
       "      <td>0.30347</td>\n",
       "      <td>-0.090033</td>\n",
       "      <td>7.0912</td>\n",
       "      <td>0.57308</td>\n",
       "      <td>3.7470</td>\n",
       "      <td>0.30282</td>\n",
       "      <td>3.3442</td>\n",
       "      <td>0.27026</td>\n",
       "      <td>11.3610</td>\n",
       "      <td>2.0445</td>\n",
       "      <td>0.16523</td>\n",
       "      <td>1.12800</td>\n",
       "      <td>0.091161</td>\n",
       "      <td>0.91647</td>\n",
       "      <td>0.074065</td>\n",
       "      <td>20.6942</td>\n",
       "      <td>7.7352</td>\n",
       "      <td>0.62513</td>\n",
       "      <td>3.9187</td>\n",
       "      <td>0.31669</td>\n",
       "      <td>3.8166</td>\n",
       "      <td>0.30844</td>\n",
       "      <td>2.6387</td>\n",
       "      <td>10.4103</td>\n",
       "      <td>0.84132</td>\n",
       "      <td>5.0217</td>\n",
       "      <td>0.40583</td>\n",
       "      <td>5.3887</td>\n",
       "      <td>0.43549</td>\n",
       "      <td>-7.05060</td>\n",
       "      <td>8.4016</td>\n",
       "      <td>0.67899</td>\n",
       "      <td>4.1005</td>\n",
       "      <td>0.33138</td>\n",
       "      <td>4.3012</td>\n",
       "      <td>0.34760</td>\n",
       "      <td>-4.77840</td>\n",
       "      <td>166.3960</td>\n",
       "      <td>13.4474</td>\n",
       "      <td>83.6941</td>\n",
       "      <td>6.7638</td>\n",
       "      <td>82.7019</td>\n",
       "      <td>6.6836</td>\n",
       "      <td>1.19250</td>\n",
       "      <td>6.0544</td>\n",
       "      <td>0.48929</td>\n",
       "      <td>2.9150</td>\n",
       "      <td>0.23558</td>\n",
       "      <td>3.1394</td>\n",
       "      <td>0.25371</td>\n",
       "      <td>-7.4124</td>\n",
       "      <td>4.5763</td>\n",
       "      <td>0.36983</td>\n",
       "      <td>2.5568</td>\n",
       "      <td>0.20663</td>\n",
       "      <td>2.01950</td>\n",
       "      <td>0.163210</td>\n",
       "      <td>23.4825</td>\n",
       "      <td>6.1152</td>\n",
       "      <td>0.49421</td>\n",
       "      <td>4.0227</td>\n",
       "      <td>0.32510</td>\n",
       "      <td>2.0925</td>\n",
       "      <td>0.16910</td>\n",
       "      <td>63.1300</td>\n",
       "      <td>3.3780</td>\n",
       "      <td>0.27299</td>\n",
       "      <td>1.6092</td>\n",
       "      <td>0.130050</td>\n",
       "      <td>1.7687</td>\n",
       "      <td>0.14294</td>\n",
       "      <td>-9.4438</td>\n",
       "      <td>7.0594</td>\n",
       "      <td>0.57051</td>\n",
       "      <td>2.9670</td>\n",
       "      <td>0.23978</td>\n",
       "      <td>4.0923</td>\n",
       "      <td>0.33073</td>\n",
       "      <td>-31.88130</td>\n",
       "      <td>3.3705</td>\n",
       "      <td>0.27239</td>\n",
       "      <td>2.13980</td>\n",
       "      <td>0.172930</td>\n",
       "      <td>1.23070</td>\n",
       "      <td>0.099464</td>\n",
       "      <td>53.9402</td>\n",
       "      <td>32.7591</td>\n",
       "      <td>2.6475</td>\n",
       "      <td>17.0439</td>\n",
       "      <td>1.3774</td>\n",
       "      <td>15.7152</td>\n",
       "      <td>1.2700</td>\n",
       "      <td>8.1122</td>\n",
       "      <td>3.7064</td>\n",
       "      <td>0.29954</td>\n",
       "      <td>2.2013</td>\n",
       "      <td>0.17790</td>\n",
       "      <td>1.5051</td>\n",
       "      <td>0.12164</td>\n",
       "      <td>37.5638</td>\n",
       "      <td>3.7970</td>\n",
       "      <td>0.30686</td>\n",
       "      <td>1.7802</td>\n",
       "      <td>0.14387</td>\n",
       "      <td>2.0168</td>\n",
       "      <td>0.16299</td>\n",
       "      <td>-12.4600</td>\n",
       "      <td>9.9122</td>\n",
       "      <td>0.80106</td>\n",
       "      <td>5.1785</td>\n",
       "      <td>0.41850</td>\n",
       "      <td>4.7337</td>\n",
       "      <td>0.38256</td>\n",
       "      <td>8.9731</td>\n",
       "      <td>5.4752</td>\n",
       "      <td>0.44248</td>\n",
       "      <td>2.7859</td>\n",
       "      <td>0.22515</td>\n",
       "      <td>2.6893</td>\n",
       "      <td>0.21733</td>\n",
       "      <td>3.53040</td>\n",
       "      <td>22.7664</td>\n",
       "      <td>1.8399</td>\n",
       "      <td>10.8963</td>\n",
       "      <td>0.88059</td>\n",
       "      <td>11.8702</td>\n",
       "      <td>0.95930</td>\n",
       "      <td>-8.555700</td>\n",
       "      <td>4.7939</td>\n",
       "      <td>0.38742</td>\n",
       "      <td>2.6737</td>\n",
       "      <td>0.21608</td>\n",
       "      <td>2.1202</td>\n",
       "      <td>0.17134</td>\n",
       "      <td>23.0932</td>\n",
       "      <td>3.0596</td>\n",
       "      <td>0.24727</td>\n",
       "      <td>1.60790</td>\n",
       "      <td>0.129940</td>\n",
       "      <td>1.45180</td>\n",
       "      <td>0.117320</td>\n",
       "      <td>10.2054</td>\n",
       "      <td>26.3289</td>\n",
       "      <td>2.1278</td>\n",
       "      <td>12.5933</td>\n",
       "      <td>1.01770</td>\n",
       "      <td>13.7356</td>\n",
       "      <td>1.11010</td>\n",
       "      <td>-8.6765</td>\n",
       "      <td>13.5733</td>\n",
       "      <td>1.09690</td>\n",
       "      <td>6.6370</td>\n",
       "      <td>0.53637</td>\n",
       "      <td>6.9364</td>\n",
       "      <td>0.56057</td>\n",
       "      <td>-4.41170</td>\n",
       "      <td>9.6702</td>\n",
       "      <td>0.78151</td>\n",
       "      <td>4.0856</td>\n",
       "      <td>0.33018</td>\n",
       "      <td>5.5847</td>\n",
       "      <td>0.45133</td>\n",
       "      <td>-31.0036</td>\n",
       "      <td>102.2519</td>\n",
       "      <td>8.2636</td>\n",
       "      <td>51.3879</td>\n",
       "      <td>4.1530</td>\n",
       "      <td>50.8641</td>\n",
       "      <td>4.1106</td>\n",
       "      <td>1.02450</td>\n",
       "      <td>15.5117</td>\n",
       "      <td>1.2536</td>\n",
       "      <td>7.8981</td>\n",
       "      <td>0.63829</td>\n",
       "      <td>7.6136</td>\n",
       "      <td>0.61530</td>\n",
       "      <td>3.66870</td>\n",
       "      <td>3.9693</td>\n",
       "      <td>0.32079</td>\n",
       "      <td>1.9708</td>\n",
       "      <td>0.15927</td>\n",
       "      <td>1.9985</td>\n",
       "      <td>0.16151</td>\n",
       "      <td>-1.3962</td>\n",
       "      <td>3.8626</td>\n",
       "      <td>0.31216</td>\n",
       "      <td>1.6748</td>\n",
       "      <td>0.13535</td>\n",
       "      <td>2.1878</td>\n",
       "      <td>0.17681</td>\n",
       "      <td>-26.5617</td>\n",
       "      <td>26.1856</td>\n",
       "      <td>2.1162</td>\n",
       "      <td>12.9597</td>\n",
       "      <td>1.04730</td>\n",
       "      <td>13.2260</td>\n",
       "      <td>1.06890</td>\n",
       "      <td>-2.0339</td>\n",
       "      <td>24.2040</td>\n",
       "      <td>1.9561</td>\n",
       "      <td>12.9441</td>\n",
       "      <td>1.04610</td>\n",
       "      <td>11.2599</td>\n",
       "      <td>0.90998</td>\n",
       "      <td>13.9171</td>\n",
       "      <td>12.8698</td>\n",
       "      <td>1.04010</td>\n",
       "      <td>6.0990</td>\n",
       "      <td>0.49289</td>\n",
       "      <td>6.7708</td>\n",
       "      <td>0.54719</td>\n",
       "      <td>-10.4401</td>\n",
       "      <td>2.5987</td>\n",
       "      <td>0.21002</td>\n",
       "      <td>1.1895</td>\n",
       "      <td>0.096132</td>\n",
       "      <td>1.4092</td>\n",
       "      <td>0.11388</td>\n",
       "      <td>-16.9051</td>\n",
       "      <td>13.0502</td>\n",
       "      <td>1.0547</td>\n",
       "      <td>6.6518</td>\n",
       "      <td>0.53757</td>\n",
       "      <td>6.3984</td>\n",
       "      <td>0.51709</td>\n",
       "      <td>3.8842</td>\n",
       "      <td>88.7982</td>\n",
       "      <td>7.1763</td>\n",
       "      <td>43.9142</td>\n",
       "      <td>3.5490</td>\n",
       "      <td>44.8840</td>\n",
       "      <td>3.6273</td>\n",
       "      <td>-2.1844</td>\n",
       "      <td>16.2383</td>\n",
       "      <td>1.3123</td>\n",
       "      <td>9.6209</td>\n",
       "      <td>0.77752</td>\n",
       "      <td>6.6174</td>\n",
       "      <td>0.53479</td>\n",
       "      <td>36.9933</td>\n",
       "      <td>17.9144</td>\n",
       "      <td>1.4478</td>\n",
       "      <td>6.7309</td>\n",
       "      <td>0.54396</td>\n",
       "      <td>11.1835</td>\n",
       "      <td>0.90380</td>\n",
       "      <td>-49.7095</td>\n",
       "      <td>1.1719</td>\n",
       "      <td>0.094712</td>\n",
       "      <td>0.63531</td>\n",
       "      <td>0.051343</td>\n",
       "      <td>0.53663</td>\n",
       "      <td>0.043369</td>\n",
       "      <td>16.8397</td>\n",
       "      <td>21.8101</td>\n",
       "      <td>1.7626</td>\n",
       "      <td>10.9483</td>\n",
       "      <td>0.88480</td>\n",
       "      <td>10.8618</td>\n",
       "      <td>0.87780</td>\n",
       "      <td>0.79331</td>\n",
       "      <td>17.1689</td>\n",
       "      <td>1.3875</td>\n",
       "      <td>9.2444</td>\n",
       "      <td>0.74710</td>\n",
       "      <td>7.9245</td>\n",
       "      <td>0.64042</td>\n",
       "      <td>15.3761</td>\n",
       "      <td>14.4945</td>\n",
       "      <td>1.1714</td>\n",
       "      <td>6.7343</td>\n",
       "      <td>0.54424</td>\n",
       "      <td>7.7603</td>\n",
       "      <td>0.62715</td>\n",
       "      <td>-14.1565</td>\n",
       "      <td>64.7794</td>\n",
       "      <td>5.2352</td>\n",
       "      <td>34.0939</td>\n",
       "      <td>2.7553</td>\n",
       "      <td>30.6855</td>\n",
       "      <td>2.4799</td>\n",
       "      <td>10.5230</td>\n",
       "      <td>5.0588</td>\n",
       "      <td>0.40883</td>\n",
       "      <td>2.7954</td>\n",
       "      <td>0.22591</td>\n",
       "      <td>2.2635</td>\n",
       "      <td>0.18292</td>\n",
       "      <td>21.0287</td>\n",
       "      <td>7.9650</td>\n",
       "      <td>0.64370</td>\n",
       "      <td>4.0450</td>\n",
       "      <td>0.32690</td>\n",
       "      <td>3.9200</td>\n",
       "      <td>0.31680</td>\n",
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       "      <td>0.035885</td>\n",
       "      <td>-15.2967</td>\n",
       "      <td>2.8722</td>\n",
       "      <td>0.026753</td>\n",
       "      <td>2.9469</td>\n",
       "      <td>0.027450</td>\n",
       "      <td>2.7835</td>\n",
       "      <td>0.025927</td>\n",
       "      <td>5.7052</td>\n",
       "      <td>2.9839</td>\n",
       "      <td>0.027794</td>\n",
       "      <td>3.1180</td>\n",
       "      <td>0.029043</td>\n",
       "      <td>2.8543</td>\n",
       "      <td>0.026587</td>\n",
       "      <td>8.8301</td>\n",
       "      <td>2.53020</td>\n",
       "      <td>0.023568</td>\n",
       "      <td>2.71730</td>\n",
       "      <td>0.025311</td>\n",
       "      <td>2.38450</td>\n",
       "      <td>0.022211</td>\n",
       "      <td>13.04470</td>\n",
       "      <td>2.7527</td>\n",
       "      <td>0.025640</td>\n",
       "      <td>2.8528</td>\n",
       "      <td>0.026573</td>\n",
       "      <td>2.6568</td>\n",
       "      <td>0.024747</td>\n",
       "      <td>7.1170</td>\n",
       "      <td>3.4462</td>\n",
       "      <td>0.032100</td>\n",
       "      <td>3.7535</td>\n",
       "      <td>0.034962</td>\n",
       "      <td>3.1515</td>\n",
       "      <td>0.029355</td>\n",
       "      <td>17.4366</td>\n",
       "      <td>2.7072</td>\n",
       "      <td>0.025217</td>\n",
       "      <td>2.7158</td>\n",
       "      <td>0.025297</td>\n",
       "      <td>2.6989</td>\n",
       "      <td>0.025139</td>\n",
       "      <td>0.62508</td>\n",
       "      <td>2.2751</td>\n",
       "      <td>0.021192</td>\n",
       "      <td>2.2974</td>\n",
       "      <td>0.021400</td>\n",
       "      <td>2.2555</td>\n",
       "      <td>0.021009</td>\n",
       "      <td>1.8444</td>\n",
       "      <td>2.4988</td>\n",
       "      <td>0.023276</td>\n",
       "      <td>2.7160</td>\n",
       "      <td>0.025299</td>\n",
       "      <td>2.2623</td>\n",
       "      <td>0.021072</td>\n",
       "      <td>18.2292</td>\n",
       "      <td>2.4475</td>\n",
       "      <td>0.022797</td>\n",
       "      <td>2.2930</td>\n",
       "      <td>0.021358</td>\n",
       "      <td>2.5970</td>\n",
       "      <td>0.024190</td>\n",
       "      <td>-12.4336</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Paziente 2</td>\n",
       "      <td>0</td>\n",
       "      <td>41</td>\n",
       "      <td>0</td>\n",
       "      <td>Na</td>\n",
       "      <td>0.70729</td>\n",
       "      <td>105.5166</td>\n",
       "      <td>472.6302</td>\n",
       "      <td>37.2214</td>\n",
       "      <td>466.0998</td>\n",
       "      <td>36.7071</td>\n",
       "      <td>6.530400</td>\n",
       "      <td>0.514290</td>\n",
       "      <td>629.8268</td>\n",
       "      <td>49.6012</td>\n",
       "      <td>30.7466</td>\n",
       "      <td>2.4214</td>\n",
       "      <td>496.8705</td>\n",
       "      <td>39.1304</td>\n",
       "      <td>102.2098</td>\n",
       "      <td>8.0494</td>\n",
       "      <td>150.9880</td>\n",
       "      <td>11.8909</td>\n",
       "      <td>1102.4571</td>\n",
       "      <td>86.8225</td>\n",
       "      <td>1269.7821</td>\n",
       "      <td>100</td>\n",
       "      <td>974.2785</td>\n",
       "      <td>76.7280</td>\n",
       "      <td>489.6307</td>\n",
       "      <td>38.5602</td>\n",
       "      <td>484.6478</td>\n",
       "      <td>38.1678</td>\n",
       "      <td>1.022900</td>\n",
       "      <td>446.6614</td>\n",
       "      <td>35.1762</td>\n",
       "      <td>226.0428</td>\n",
       "      <td>17.8017</td>\n",
       "      <td>220.6186</td>\n",
       "      <td>17.3745</td>\n",
       "      <td>2.4288</td>\n",
       "      <td>527.6171</td>\n",
       "      <td>41.5518</td>\n",
       "      <td>263.5879</td>\n",
       "      <td>20.7585</td>\n",
       "      <td>264.0292</td>\n",
       "      <td>20.7933</td>\n",
       "      <td>-0.16730</td>\n",
       "      <td>119.8623</td>\n",
       "      <td>9.4396</td>\n",
       "      <td>59.9718</td>\n",
       "      <td>4.7230</td>\n",
       "      <td>59.8905</td>\n",
       "      <td>4.7166</td>\n",
       "      <td>0.13572</td>\n",
       "      <td>25.9689</td>\n",
       "      <td>2.0451</td>\n",
       "      <td>14.4888</td>\n",
       "      <td>1.14100</td>\n",
       "      <td>11.4800</td>\n",
       "      <td>0.90409</td>\n",
       "      <td>23.1725</td>\n",
       "      <td>102.2098</td>\n",
       "      <td>8.0494</td>\n",
       "      <td>45.4830</td>\n",
       "      <td>3.5820</td>\n",
       "      <td>48.4105</td>\n",
       "      <td>3.8125</td>\n",
       "      <td>-6.23570</td>\n",
       "      <td>8.3163</td>\n",
       "      <td>0.65494</td>\n",
       "      <td>16.3370</td>\n",
       "      <td>1.2866</td>\n",
       "      <td>0.24048</td>\n",
       "      <td>0.018939</td>\n",
       "      <td>0.10044</td>\n",
       "      <td>0.007910</td>\n",
       "      <td>0.14004</td>\n",
       "      <td>0.011029</td>\n",
       "      <td>-32.9412</td>\n",
       "      <td>1.8623</td>\n",
       "      <td>0.14666</td>\n",
       "      <td>0.86502</td>\n",
       "      <td>0.068123</td>\n",
       "      <td>0.99728</td>\n",
       "      <td>0.078539</td>\n",
       "      <td>-14.20430</td>\n",
       "      <td>0.78721</td>\n",
       "      <td>0.061996</td>\n",
       "      <td>0.40740</td>\n",
       "      <td>0.032084</td>\n",
       "      <td>0.37981</td>\n",
       "      <td>0.029912</td>\n",
       "      <td>7.0081</td>\n",
       "      <td>5.1752</td>\n",
       "      <td>0.40757</td>\n",
       "      <td>2.6948</td>\n",
       "      <td>0.21222</td>\n",
       "      <td>2.4805</td>\n",
       "      <td>0.19535</td>\n",
       "      <td>8.282100</td>\n",
       "      <td>7.8071</td>\n",
       "      <td>0.61484</td>\n",
       "      <td>4.0867</td>\n",
       "      <td>0.32184</td>\n",
       "      <td>3.7203</td>\n",
       "      <td>0.29299</td>\n",
       "      <td>9.3858</td>\n",
       "      <td>2.2464</td>\n",
       "      <td>0.17691</td>\n",
       "      <td>1.50650</td>\n",
       "      <td>0.118640</td>\n",
       "      <td>0.73983</td>\n",
       "      <td>0.058264</td>\n",
       "      <td>68.2620</td>\n",
       "      <td>3.4346</td>\n",
       "      <td>0.27049</td>\n",
       "      <td>1.4556</td>\n",
       "      <td>0.11463</td>\n",
       "      <td>1.9790</td>\n",
       "      <td>0.15585</td>\n",
       "      <td>-30.4778</td>\n",
       "      <td>9.1934</td>\n",
       "      <td>0.72401</td>\n",
       "      <td>4.4114</td>\n",
       "      <td>0.34741</td>\n",
       "      <td>4.7820</td>\n",
       "      <td>0.37660</td>\n",
       "      <td>-8.06280</td>\n",
       "      <td>8.8913</td>\n",
       "      <td>0.70023</td>\n",
       "      <td>4.4425</td>\n",
       "      <td>0.34986</td>\n",
       "      <td>4.4489</td>\n",
       "      <td>0.35036</td>\n",
       "      <td>-0.14319</td>\n",
       "      <td>164.8346</td>\n",
       "      <td>12.9813</td>\n",
       "      <td>84.5134</td>\n",
       "      <td>6.6557</td>\n",
       "      <td>80.3213</td>\n",
       "      <td>6.3256</td>\n",
       "      <td>5.08640</td>\n",
       "      <td>5.8903</td>\n",
       "      <td>0.46388</td>\n",
       "      <td>3.0732</td>\n",
       "      <td>0.24202</td>\n",
       "      <td>2.8171</td>\n",
       "      <td>0.22186</td>\n",
       "      <td>8.6936</td>\n",
       "      <td>3.8469</td>\n",
       "      <td>0.30296</td>\n",
       "      <td>1.8920</td>\n",
       "      <td>0.14900</td>\n",
       "      <td>1.95490</td>\n",
       "      <td>0.153960</td>\n",
       "      <td>-3.2727</td>\n",
       "      <td>7.2625</td>\n",
       "      <td>0.57194</td>\n",
       "      <td>5.0020</td>\n",
       "      <td>0.39392</td>\n",
       "      <td>2.2605</td>\n",
       "      <td>0.17802</td>\n",
       "      <td>75.4967</td>\n",
       "      <td>3.0187</td>\n",
       "      <td>0.23773</td>\n",
       "      <td>1.0383</td>\n",
       "      <td>0.081770</td>\n",
       "      <td>1.9804</td>\n",
       "      <td>0.15596</td>\n",
       "      <td>-62.4180</td>\n",
       "      <td>7.5659</td>\n",
       "      <td>0.59584</td>\n",
       "      <td>3.2521</td>\n",
       "      <td>0.25612</td>\n",
       "      <td>4.3138</td>\n",
       "      <td>0.33972</td>\n",
       "      <td>-28.06390</td>\n",
       "      <td>2.9140</td>\n",
       "      <td>0.22949</td>\n",
       "      <td>1.38560</td>\n",
       "      <td>0.109120</td>\n",
       "      <td>1.52850</td>\n",
       "      <td>0.120370</td>\n",
       "      <td>-9.8058</td>\n",
       "      <td>41.9119</td>\n",
       "      <td>3.3007</td>\n",
       "      <td>21.8475</td>\n",
       "      <td>1.7206</td>\n",
       "      <td>20.0644</td>\n",
       "      <td>1.5801</td>\n",
       "      <td>8.5087</td>\n",
       "      <td>3.5831</td>\n",
       "      <td>0.28218</td>\n",
       "      <td>1.9252</td>\n",
       "      <td>0.15162</td>\n",
       "      <td>1.6579</td>\n",
       "      <td>0.13056</td>\n",
       "      <td>14.9230</td>\n",
       "      <td>3.6079</td>\n",
       "      <td>0.28413</td>\n",
       "      <td>1.8128</td>\n",
       "      <td>0.14276</td>\n",
       "      <td>1.7951</td>\n",
       "      <td>0.14137</td>\n",
       "      <td>0.9802</td>\n",
       "      <td>7.8636</td>\n",
       "      <td>0.61929</td>\n",
       "      <td>3.9120</td>\n",
       "      <td>0.30809</td>\n",
       "      <td>3.9516</td>\n",
       "      <td>0.31121</td>\n",
       "      <td>-1.0074</td>\n",
       "      <td>4.6137</td>\n",
       "      <td>0.36334</td>\n",
       "      <td>2.2485</td>\n",
       "      <td>0.17708</td>\n",
       "      <td>2.3652</td>\n",
       "      <td>0.18627</td>\n",
       "      <td>-5.05900</td>\n",
       "      <td>22.0017</td>\n",
       "      <td>1.7327</td>\n",
       "      <td>11.1879</td>\n",
       "      <td>0.88109</td>\n",
       "      <td>10.8138</td>\n",
       "      <td>0.85162</td>\n",
       "      <td>3.401200</td>\n",
       "      <td>4.8138</td>\n",
       "      <td>0.37911</td>\n",
       "      <td>2.5137</td>\n",
       "      <td>0.19796</td>\n",
       "      <td>2.3001</td>\n",
       "      <td>0.18114</td>\n",
       "      <td>8.8745</td>\n",
       "      <td>2.6941</td>\n",
       "      <td>0.21217</td>\n",
       "      <td>1.33110</td>\n",
       "      <td>0.104830</td>\n",
       "      <td>1.36290</td>\n",
       "      <td>0.107340</td>\n",
       "      <td>-2.3628</td>\n",
       "      <td>23.1156</td>\n",
       "      <td>1.8204</td>\n",
       "      <td>11.9971</td>\n",
       "      <td>0.94481</td>\n",
       "      <td>11.1186</td>\n",
       "      <td>0.87563</td>\n",
       "      <td>7.6005</td>\n",
       "      <td>12.4370</td>\n",
       "      <td>0.97946</td>\n",
       "      <td>6.2150</td>\n",
       "      <td>0.48945</td>\n",
       "      <td>6.2220</td>\n",
       "      <td>0.49001</td>\n",
       "      <td>-0.11374</td>\n",
       "      <td>7.6939</td>\n",
       "      <td>0.60592</td>\n",
       "      <td>3.8795</td>\n",
       "      <td>0.30552</td>\n",
       "      <td>3.8144</td>\n",
       "      <td>0.30040</td>\n",
       "      <td>1.6915</td>\n",
       "      <td>104.8748</td>\n",
       "      <td>8.2593</td>\n",
       "      <td>52.3953</td>\n",
       "      <td>4.1263</td>\n",
       "      <td>52.4795</td>\n",
       "      <td>4.1330</td>\n",
       "      <td>-0.16051</td>\n",
       "      <td>15.8001</td>\n",
       "      <td>1.2443</td>\n",
       "      <td>7.8856</td>\n",
       "      <td>0.62102</td>\n",
       "      <td>7.9146</td>\n",
       "      <td>0.62330</td>\n",
       "      <td>-0.36707</td>\n",
       "      <td>3.5287</td>\n",
       "      <td>0.27790</td>\n",
       "      <td>1.4917</td>\n",
       "      <td>0.11747</td>\n",
       "      <td>2.0370</td>\n",
       "      <td>0.16042</td>\n",
       "      <td>-30.9080</td>\n",
       "      <td>4.2869</td>\n",
       "      <td>0.33761</td>\n",
       "      <td>2.1077</td>\n",
       "      <td>0.16599</td>\n",
       "      <td>2.1792</td>\n",
       "      <td>0.17162</td>\n",
       "      <td>-3.3328</td>\n",
       "      <td>22.2938</td>\n",
       "      <td>1.7557</td>\n",
       "      <td>10.5839</td>\n",
       "      <td>0.83352</td>\n",
       "      <td>11.7099</td>\n",
       "      <td>0.92220</td>\n",
       "      <td>-10.1015</td>\n",
       "      <td>25.5763</td>\n",
       "      <td>2.0142</td>\n",
       "      <td>12.9724</td>\n",
       "      <td>1.02160</td>\n",
       "      <td>12.6039</td>\n",
       "      <td>0.99260</td>\n",
       "      <td>2.8816</td>\n",
       "      <td>14.6147</td>\n",
       "      <td>1.15100</td>\n",
       "      <td>7.3700</td>\n",
       "      <td>0.58041</td>\n",
       "      <td>7.2448</td>\n",
       "      <td>0.57055</td>\n",
       "      <td>1.7132</td>\n",
       "      <td>3.6022</td>\n",
       "      <td>0.28369</td>\n",
       "      <td>1.8927</td>\n",
       "      <td>0.149060</td>\n",
       "      <td>1.7095</td>\n",
       "      <td>0.13463</td>\n",
       "      <td>10.1708</td>\n",
       "      <td>15.1721</td>\n",
       "      <td>1.1949</td>\n",
       "      <td>8.0914</td>\n",
       "      <td>0.63723</td>\n",
       "      <td>7.0807</td>\n",
       "      <td>0.55763</td>\n",
       "      <td>13.3234</td>\n",
       "      <td>94.1276</td>\n",
       "      <td>7.4129</td>\n",
       "      <td>47.3566</td>\n",
       "      <td>3.7295</td>\n",
       "      <td>46.7710</td>\n",
       "      <td>3.6834</td>\n",
       "      <td>1.2443</td>\n",
       "      <td>16.8505</td>\n",
       "      <td>1.3270</td>\n",
       "      <td>10.4552</td>\n",
       "      <td>0.82338</td>\n",
       "      <td>6.3953</td>\n",
       "      <td>0.50365</td>\n",
       "      <td>48.1867</td>\n",
       "      <td>17.8810</td>\n",
       "      <td>1.4082</td>\n",
       "      <td>8.5384</td>\n",
       "      <td>0.67243</td>\n",
       "      <td>9.3426</td>\n",
       "      <td>0.73576</td>\n",
       "      <td>-8.9949</td>\n",
       "      <td>1.9571</td>\n",
       "      <td>0.154130</td>\n",
       "      <td>1.19530</td>\n",
       "      <td>0.094136</td>\n",
       "      <td>0.76175</td>\n",
       "      <td>0.059991</td>\n",
       "      <td>44.3079</td>\n",
       "      <td>20.5079</td>\n",
       "      <td>1.6151</td>\n",
       "      <td>10.9588</td>\n",
       "      <td>0.86304</td>\n",
       "      <td>9.5491</td>\n",
       "      <td>0.75203</td>\n",
       "      <td>13.74720</td>\n",
       "      <td>20.7745</td>\n",
       "      <td>1.6361</td>\n",
       "      <td>9.5357</td>\n",
       "      <td>0.75097</td>\n",
       "      <td>11.2388</td>\n",
       "      <td>0.88510</td>\n",
       "      <td>-16.3966</td>\n",
       "      <td>16.1566</td>\n",
       "      <td>1.2724</td>\n",
       "      <td>6.6733</td>\n",
       "      <td>0.52555</td>\n",
       "      <td>9.4833</td>\n",
       "      <td>0.74685</td>\n",
       "      <td>-34.7853</td>\n",
       "      <td>65.0855</td>\n",
       "      <td>5.1257</td>\n",
       "      <td>30.7954</td>\n",
       "      <td>2.4253</td>\n",
       "      <td>34.2901</td>\n",
       "      <td>2.7005</td>\n",
       "      <td>-10.7389</td>\n",
       "      <td>6.7716</td>\n",
       "      <td>0.53329</td>\n",
       "      <td>3.0916</td>\n",
       "      <td>0.24347</td>\n",
       "      <td>3.6800</td>\n",
       "      <td>0.28982</td>\n",
       "      <td>-17.3804</td>\n",
       "      <td>6.6796</td>\n",
       "      <td>0.52605</td>\n",
       "      <td>3.5640</td>\n",
       "      <td>0.28068</td>\n",
       "      <td>3.1156</td>\n",
       "      <td>0.24537</td>\n",
       "      <td>13.4265</td>\n",
       "      <td>14.5758</td>\n",
       "      <td>1.1479</td>\n",
       "      <td>6.6471</td>\n",
       "      <td>0.52348</td>\n",
       "      <td>7.9287</td>\n",
       "      <td>0.62442</td>\n",
       "      <td>-17.5854</td>\n",
       "      <td>5.6802</td>\n",
       "      <td>0.44734</td>\n",
       "      <td>3.0640</td>\n",
       "      <td>0.24130</td>\n",
       "      <td>2.6163</td>\n",
       "      <td>0.20604</td>\n",
       "      <td>15.7639</td>\n",
       "      <td>10.2423</td>\n",
       "      <td>0.80662</td>\n",
       "      <td>4.9242</td>\n",
       "      <td>0.38780</td>\n",
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       "      <td>0.65341</td>\n",
       "      <td>0.006034</td>\n",
       "      <td>0.55736</td>\n",
       "      <td>0.005147</td>\n",
       "      <td>15.86680</td>\n",
       "      <td>1.8153</td>\n",
       "      <td>0.016764</td>\n",
       "      <td>1.7147</td>\n",
       "      <td>0.015834</td>\n",
       "      <td>1.9053</td>\n",
       "      <td>0.017595</td>\n",
       "      <td>-10.5351</td>\n",
       "      <td>2.2474</td>\n",
       "      <td>0.020754</td>\n",
       "      <td>2.0170</td>\n",
       "      <td>0.018626</td>\n",
       "      <td>2.4649</td>\n",
       "      <td>0.022762</td>\n",
       "      <td>-19.9868</td>\n",
       "      <td>2.0776</td>\n",
       "      <td>0.019186</td>\n",
       "      <td>1.9347</td>\n",
       "      <td>0.017867</td>\n",
       "      <td>2.2068</td>\n",
       "      <td>0.020380</td>\n",
       "      <td>-13.14120</td>\n",
       "      <td>1.6174</td>\n",
       "      <td>0.014937</td>\n",
       "      <td>1.6789</td>\n",
       "      <td>0.015505</td>\n",
       "      <td>1.5649</td>\n",
       "      <td>0.014452</td>\n",
       "      <td>7.0291</td>\n",
       "      <td>1.7221</td>\n",
       "      <td>0.015903</td>\n",
       "      <td>1.5468</td>\n",
       "      <td>0.014284</td>\n",
       "      <td>1.8574</td>\n",
       "      <td>0.017152</td>\n",
       "      <td>-18.2462</td>\n",
       "      <td>1.3628</td>\n",
       "      <td>0.012585</td>\n",
       "      <td>1.2929</td>\n",
       "      <td>0.011940</td>\n",
       "      <td>1.4317</td>\n",
       "      <td>0.013222</td>\n",
       "      <td>-10.1909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>job1625735</td>\n",
       "      <td>0</td>\n",
       "      <td>58</td>\n",
       "      <td>2</td>\n",
       "      <td>Na</td>\n",
       "      <td>0.80425</td>\n",
       "      <td>32.0757</td>\n",
       "      <td>444.9024</td>\n",
       "      <td>32.3276</td>\n",
       "      <td>444.4705</td>\n",
       "      <td>32.2962</td>\n",
       "      <td>0.431880</td>\n",
       "      <td>0.031381</td>\n",
       "      <td>726.8558</td>\n",
       "      <td>52.8149</td>\n",
       "      <td>44.1177</td>\n",
       "      <td>3.2057</td>\n",
       "      <td>572.6995</td>\n",
       "      <td>41.6136</td>\n",
       "      <td>110.0385</td>\n",
       "      <td>7.9956</td>\n",
       "      <td>184.8222</td>\n",
       "      <td>13.4296</td>\n",
       "      <td>1171.7582</td>\n",
       "      <td>85.1425</td>\n",
       "      <td>1376.2313</td>\n",
       "      <td>100</td>\n",
       "      <td>1031.4366</td>\n",
       "      <td>74.9465</td>\n",
       "      <td>519.9683</td>\n",
       "      <td>37.7820</td>\n",
       "      <td>511.4683</td>\n",
       "      <td>37.1644</td>\n",
       "      <td>1.648200</td>\n",
       "      <td>414.6193</td>\n",
       "      <td>30.1272</td>\n",
       "      <td>210.6634</td>\n",
       "      <td>15.3073</td>\n",
       "      <td>203.9560</td>\n",
       "      <td>14.8199</td>\n",
       "      <td>3.2355</td>\n",
       "      <td>616.8172</td>\n",
       "      <td>44.8193</td>\n",
       "      <td>309.3050</td>\n",
       "      <td>22.4748</td>\n",
       "      <td>307.5123</td>\n",
       "      <td>22.3445</td>\n",
       "      <td>0.58126</td>\n",
       "      <td>130.7688</td>\n",
       "      <td>9.5019</td>\n",
       "      <td>65.9811</td>\n",
       "      <td>4.7943</td>\n",
       "      <td>64.7876</td>\n",
       "      <td>4.7076</td>\n",
       "      <td>1.82540</td>\n",
       "      <td>30.2831</td>\n",
       "      <td>2.2004</td>\n",
       "      <td>15.4085</td>\n",
       "      <td>1.11960</td>\n",
       "      <td>14.8745</td>\n",
       "      <td>1.08080</td>\n",
       "      <td>3.5268</td>\n",
       "      <td>110.0385</td>\n",
       "      <td>7.9956</td>\n",
       "      <td>50.5726</td>\n",
       "      <td>3.6747</td>\n",
       "      <td>49.9131</td>\n",
       "      <td>3.6268</td>\n",
       "      <td>1.31260</td>\n",
       "      <td>9.5528</td>\n",
       "      <td>0.69413</td>\n",
       "      <td>19.6509</td>\n",
       "      <td>1.4279</td>\n",
       "      <td>0.49059</td>\n",
       "      <td>0.035647</td>\n",
       "      <td>0.22680</td>\n",
       "      <td>0.016480</td>\n",
       "      <td>0.26379</td>\n",
       "      <td>0.019168</td>\n",
       "      <td>-15.0820</td>\n",
       "      <td>2.0146</td>\n",
       "      <td>0.14639</td>\n",
       "      <td>1.00370</td>\n",
       "      <td>0.072931</td>\n",
       "      <td>1.01090</td>\n",
       "      <td>0.073457</td>\n",
       "      <td>-0.71856</td>\n",
       "      <td>0.72704</td>\n",
       "      <td>0.052828</td>\n",
       "      <td>0.34422</td>\n",
       "      <td>0.025012</td>\n",
       "      <td>0.38282</td>\n",
       "      <td>0.027817</td>\n",
       "      <td>-10.6195</td>\n",
       "      <td>8.5451</td>\n",
       "      <td>0.62091</td>\n",
       "      <td>4.3510</td>\n",
       "      <td>0.31615</td>\n",
       "      <td>4.1941</td>\n",
       "      <td>0.30476</td>\n",
       "      <td>3.670600</td>\n",
       "      <td>9.2014</td>\n",
       "      <td>0.66859</td>\n",
       "      <td>4.6373</td>\n",
       "      <td>0.33696</td>\n",
       "      <td>4.5641</td>\n",
       "      <td>0.33164</td>\n",
       "      <td>1.5908</td>\n",
       "      <td>2.7007</td>\n",
       "      <td>0.19624</td>\n",
       "      <td>1.24100</td>\n",
       "      <td>0.090170</td>\n",
       "      <td>1.45970</td>\n",
       "      <td>0.106070</td>\n",
       "      <td>-16.2001</td>\n",
       "      <td>8.5411</td>\n",
       "      <td>0.62061</td>\n",
       "      <td>4.2842</td>\n",
       "      <td>0.31130</td>\n",
       "      <td>4.2569</td>\n",
       "      <td>0.30931</td>\n",
       "      <td>0.6403</td>\n",
       "      <td>11.8972</td>\n",
       "      <td>0.86448</td>\n",
       "      <td>5.9579</td>\n",
       "      <td>0.43291</td>\n",
       "      <td>5.9394</td>\n",
       "      <td>0.43157</td>\n",
       "      <td>0.31096</td>\n",
       "      <td>8.6601</td>\n",
       "      <td>0.62926</td>\n",
       "      <td>4.3429</td>\n",
       "      <td>0.31557</td>\n",
       "      <td>4.3172</td>\n",
       "      <td>0.31370</td>\n",
       "      <td>0.59435</td>\n",
       "      <td>196.3703</td>\n",
       "      <td>14.2687</td>\n",
       "      <td>100.3249</td>\n",
       "      <td>7.2898</td>\n",
       "      <td>96.0455</td>\n",
       "      <td>6.9789</td>\n",
       "      <td>4.35850</td>\n",
       "      <td>5.0257</td>\n",
       "      <td>0.36518</td>\n",
       "      <td>2.6267</td>\n",
       "      <td>0.19086</td>\n",
       "      <td>2.3991</td>\n",
       "      <td>0.17432</td>\n",
       "      <td>9.0574</td>\n",
       "      <td>3.4494</td>\n",
       "      <td>0.25064</td>\n",
       "      <td>1.8256</td>\n",
       "      <td>0.13265</td>\n",
       "      <td>1.62380</td>\n",
       "      <td>0.117990</td>\n",
       "      <td>11.7044</td>\n",
       "      <td>8.7631</td>\n",
       "      <td>0.63674</td>\n",
       "      <td>4.6598</td>\n",
       "      <td>0.33859</td>\n",
       "      <td>4.1033</td>\n",
       "      <td>0.29815</td>\n",
       "      <td>12.7019</td>\n",
       "      <td>3.2258</td>\n",
       "      <td>0.23440</td>\n",
       "      <td>1.6913</td>\n",
       "      <td>0.122900</td>\n",
       "      <td>1.5345</td>\n",
       "      <td>0.11150</td>\n",
       "      <td>9.7233</td>\n",
       "      <td>6.2007</td>\n",
       "      <td>0.45056</td>\n",
       "      <td>3.0891</td>\n",
       "      <td>0.22446</td>\n",
       "      <td>3.1116</td>\n",
       "      <td>0.22610</td>\n",
       "      <td>-0.72633</td>\n",
       "      <td>3.1808</td>\n",
       "      <td>0.23112</td>\n",
       "      <td>1.88190</td>\n",
       "      <td>0.136750</td>\n",
       "      <td>1.29890</td>\n",
       "      <td>0.094378</td>\n",
       "      <td>36.6625</td>\n",
       "      <td>42.6081</td>\n",
       "      <td>3.0960</td>\n",
       "      <td>21.9133</td>\n",
       "      <td>1.5923</td>\n",
       "      <td>20.6949</td>\n",
       "      <td>1.5037</td>\n",
       "      <td>5.7192</td>\n",
       "      <td>4.6437</td>\n",
       "      <td>0.33742</td>\n",
       "      <td>2.5672</td>\n",
       "      <td>0.18654</td>\n",
       "      <td>2.0766</td>\n",
       "      <td>0.15089</td>\n",
       "      <td>21.1292</td>\n",
       "      <td>3.6834</td>\n",
       "      <td>0.26765</td>\n",
       "      <td>1.7348</td>\n",
       "      <td>0.12605</td>\n",
       "      <td>1.9487</td>\n",
       "      <td>0.14160</td>\n",
       "      <td>-11.6157</td>\n",
       "      <td>9.3091</td>\n",
       "      <td>0.67642</td>\n",
       "      <td>4.8818</td>\n",
       "      <td>0.35472</td>\n",
       "      <td>4.4274</td>\n",
       "      <td>0.32170</td>\n",
       "      <td>9.7624</td>\n",
       "      <td>7.1747</td>\n",
       "      <td>0.52133</td>\n",
       "      <td>3.6046</td>\n",
       "      <td>0.26192</td>\n",
       "      <td>3.5700</td>\n",
       "      <td>0.25941</td>\n",
       "      <td>0.96402</td>\n",
       "      <td>33.5628</td>\n",
       "      <td>2.4387</td>\n",
       "      <td>16.7854</td>\n",
       "      <td>1.21970</td>\n",
       "      <td>16.7774</td>\n",
       "      <td>1.21910</td>\n",
       "      <td>0.047925</td>\n",
       "      <td>4.6574</td>\n",
       "      <td>0.33842</td>\n",
       "      <td>2.1304</td>\n",
       "      <td>0.15480</td>\n",
       "      <td>2.5269</td>\n",
       "      <td>0.18361</td>\n",
       "      <td>-17.0264</td>\n",
       "      <td>2.4200</td>\n",
       "      <td>0.17584</td>\n",
       "      <td>1.29890</td>\n",
       "      <td>0.094378</td>\n",
       "      <td>1.12110</td>\n",
       "      <td>0.081463</td>\n",
       "      <td>14.6893</td>\n",
       "      <td>35.7552</td>\n",
       "      <td>2.5980</td>\n",
       "      <td>18.4679</td>\n",
       "      <td>1.34190</td>\n",
       "      <td>17.2873</td>\n",
       "      <td>1.25610</td>\n",
       "      <td>6.6040</td>\n",
       "      <td>13.1333</td>\n",
       "      <td>0.95430</td>\n",
       "      <td>6.0431</td>\n",
       "      <td>0.43911</td>\n",
       "      <td>7.0902</td>\n",
       "      <td>0.51519</td>\n",
       "      <td>-15.94610</td>\n",
       "      <td>9.5770</td>\n",
       "      <td>0.69588</td>\n",
       "      <td>5.1230</td>\n",
       "      <td>0.37225</td>\n",
       "      <td>4.4539</td>\n",
       "      <td>0.32363</td>\n",
       "      <td>13.9738</td>\n",
       "      <td>109.8745</td>\n",
       "      <td>7.9837</td>\n",
       "      <td>52.5478</td>\n",
       "      <td>3.8182</td>\n",
       "      <td>57.3267</td>\n",
       "      <td>4.1655</td>\n",
       "      <td>-8.69870</td>\n",
       "      <td>14.8657</td>\n",
       "      <td>1.0802</td>\n",
       "      <td>6.7645</td>\n",
       "      <td>0.49152</td>\n",
       "      <td>8.1012</td>\n",
       "      <td>0.58865</td>\n",
       "      <td>-17.98310</td>\n",
       "      <td>4.2247</td>\n",
       "      <td>0.30698</td>\n",
       "      <td>1.9937</td>\n",
       "      <td>0.14487</td>\n",
       "      <td>2.2310</td>\n",
       "      <td>0.16211</td>\n",
       "      <td>-11.2317</td>\n",
       "      <td>3.8861</td>\n",
       "      <td>0.28237</td>\n",
       "      <td>1.7573</td>\n",
       "      <td>0.12769</td>\n",
       "      <td>2.1288</td>\n",
       "      <td>0.15469</td>\n",
       "      <td>-19.1225</td>\n",
       "      <td>23.4840</td>\n",
       "      <td>1.7064</td>\n",
       "      <td>10.7632</td>\n",
       "      <td>0.78208</td>\n",
       "      <td>12.7208</td>\n",
       "      <td>0.92432</td>\n",
       "      <td>-16.6712</td>\n",
       "      <td>26.6953</td>\n",
       "      <td>1.9397</td>\n",
       "      <td>12.7779</td>\n",
       "      <td>0.92847</td>\n",
       "      <td>13.9175</td>\n",
       "      <td>1.01130</td>\n",
       "      <td>-8.5379</td>\n",
       "      <td>17.3580</td>\n",
       "      <td>1.26130</td>\n",
       "      <td>8.7888</td>\n",
       "      <td>0.63861</td>\n",
       "      <td>8.5692</td>\n",
       "      <td>0.62266</td>\n",
       "      <td>2.5298</td>\n",
       "      <td>3.0063</td>\n",
       "      <td>0.21844</td>\n",
       "      <td>1.4243</td>\n",
       "      <td>0.103490</td>\n",
       "      <td>1.5820</td>\n",
       "      <td>0.11495</td>\n",
       "      <td>-10.4869</td>\n",
       "      <td>16.3543</td>\n",
       "      <td>1.1883</td>\n",
       "      <td>8.2781</td>\n",
       "      <td>0.60151</td>\n",
       "      <td>8.0762</td>\n",
       "      <td>0.58684</td>\n",
       "      <td>2.4687</td>\n",
       "      <td>111.8344</td>\n",
       "      <td>8.1261</td>\n",
       "      <td>56.8932</td>\n",
       "      <td>4.1340</td>\n",
       "      <td>54.9413</td>\n",
       "      <td>3.9922</td>\n",
       "      <td>3.4907</td>\n",
       "      <td>23.8033</td>\n",
       "      <td>1.7296</td>\n",
       "      <td>12.7561</td>\n",
       "      <td>0.92689</td>\n",
       "      <td>11.0471</td>\n",
       "      <td>0.80271</td>\n",
       "      <td>14.3596</td>\n",
       "      <td>22.2261</td>\n",
       "      <td>1.6150</td>\n",
       "      <td>12.0388</td>\n",
       "      <td>0.87476</td>\n",
       "      <td>10.1874</td>\n",
       "      <td>0.74024</td>\n",
       "      <td>16.6594</td>\n",
       "      <td>1.3487</td>\n",
       "      <td>0.098001</td>\n",
       "      <td>0.88789</td>\n",
       "      <td>0.064516</td>\n",
       "      <td>0.46083</td>\n",
       "      <td>0.033485</td>\n",
       "      <td>63.3274</td>\n",
       "      <td>25.4689</td>\n",
       "      <td>1.8506</td>\n",
       "      <td>12.7489</td>\n",
       "      <td>0.92636</td>\n",
       "      <td>12.7200</td>\n",
       "      <td>0.92426</td>\n",
       "      <td>0.22736</td>\n",
       "      <td>20.8605</td>\n",
       "      <td>1.5158</td>\n",
       "      <td>10.1673</td>\n",
       "      <td>0.73878</td>\n",
       "      <td>10.6933</td>\n",
       "      <td>0.77700</td>\n",
       "      <td>-5.0428</td>\n",
       "      <td>18.1269</td>\n",
       "      <td>1.3171</td>\n",
       "      <td>8.2942</td>\n",
       "      <td>0.60267</td>\n",
       "      <td>9.8327</td>\n",
       "      <td>0.71447</td>\n",
       "      <td>-16.9750</td>\n",
       "      <td>79.2488</td>\n",
       "      <td>5.7584</td>\n",
       "      <td>40.7801</td>\n",
       "      <td>2.9632</td>\n",
       "      <td>38.4687</td>\n",
       "      <td>2.7952</td>\n",
       "      <td>5.8333</td>\n",
       "      <td>5.9321</td>\n",
       "      <td>0.43104</td>\n",
       "      <td>3.0955</td>\n",
       "      <td>0.22493</td>\n",
       "      <td>2.8366</td>\n",
       "      <td>0.20611</td>\n",
       "      <td>8.7310</td>\n",
       "      <td>10.6619</td>\n",
       "      <td>0.77472</td>\n",
       "      <td>5.3917</td>\n",
       "      <td>0.39177</td>\n",
       "      <td>5.2702</td>\n",
       "      <td>0.38295</td>\n",
       "      <td>2.2780</td>\n",
       "      <td>17.4714</td>\n",
       "      <td>1.2695</td>\n",
       "      <td>9.6389</td>\n",
       "      <td>0.70038</td>\n",
       "      <td>7.8326</td>\n",
       "      <td>0.56913</td>\n",
       "      <td>20.6776</td>\n",
       "      <td>6.7090</td>\n",
       "      <td>0.48749</td>\n",
       "      <td>3.6762</td>\n",
       "      <td>0.26712</td>\n",
       "      <td>3.0328</td>\n",
       "      <td>0.22037</td>\n",
       "      <td>19.1801</td>\n",
       "      <td>13.1583</td>\n",
       "      <td>0.95611</td>\n",
       "      <td>6.7919</td>\n",
       "      <td>0.49351</td>\n",
       "      <td>6.3664</td>\n",
       "      <td>0.46260</td>\n",
       "      <td>6.4666</td>\n",
       "      <td>12.8293</td>\n",
       "      <td>0.93221</td>\n",
       "      <td>5.9570</td>\n",
       "      <td>0.43285</td>\n",
       "      <td>6.8723</td>\n",
       "      <td>0.49936</td>\n",
       "      <td>-14.2678</td>\n",
       "      <td>7.5269</td>\n",
       "      <td>0.54692</td>\n",
       "      <td>3.5604</td>\n",
       "      <td>0.25871</td>\n",
       "      <td>3.9665</td>\n",
       "      <td>0.28822</td>\n",
       "      <td>-10.7918</td>\n",
       "      <td>4.9598</td>\n",
       "      <td>0.36039</td>\n",
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       "      <td>0.025360</td>\n",
       "      <td>2.8103</td>\n",
       "      <td>0.025266</td>\n",
       "      <td>0.37495</td>\n",
       "      <td>2.8556</td>\n",
       "      <td>0.025672</td>\n",
       "      <td>2.7050</td>\n",
       "      <td>0.024319</td>\n",
       "      <td>2.9920</td>\n",
       "      <td>0.026898</td>\n",
       "      <td>-10.0736</td>\n",
       "      <td>2.8097</td>\n",
       "      <td>0.025260</td>\n",
       "      <td>3.0805</td>\n",
       "      <td>0.027695</td>\n",
       "      <td>2.5364</td>\n",
       "      <td>0.022803</td>\n",
       "      <td>19.3760</td>\n",
       "      <td>2.8289</td>\n",
       "      <td>0.025432</td>\n",
       "      <td>2.4842</td>\n",
       "      <td>0.022334</td>\n",
       "      <td>3.1091</td>\n",
       "      <td>0.027951</td>\n",
       "      <td>-22.3438</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Paziente 3</td>\n",
       "      <td>0</td>\n",
       "      <td>32</td>\n",
       "      <td>0</td>\n",
       "      <td>Na</td>\n",
       "      <td>0.65236</td>\n",
       "      <td>49.4839</td>\n",
       "      <td>407.0018</td>\n",
       "      <td>33.7657</td>\n",
       "      <td>406.9770</td>\n",
       "      <td>33.7636</td>\n",
       "      <td>0.024789</td>\n",
       "      <td>0.002057</td>\n",
       "      <td>601.2282</td>\n",
       "      <td>49.8791</td>\n",
       "      <td>37.6050</td>\n",
       "      <td>3.1198</td>\n",
       "      <td>469.8954</td>\n",
       "      <td>38.9835</td>\n",
       "      <td>93.7278</td>\n",
       "      <td>7.7758</td>\n",
       "      <td>180.8303</td>\n",
       "      <td>15.0020</td>\n",
       "      <td>1008.2300</td>\n",
       "      <td>83.6448</td>\n",
       "      <td>1205.3704</td>\n",
       "      <td>100</td>\n",
       "      <td>888.4647</td>\n",
       "      <td>73.7089</td>\n",
       "      <td>444.3217</td>\n",
       "      <td>36.8618</td>\n",
       "      <td>444.1430</td>\n",
       "      <td>36.8470</td>\n",
       "      <td>0.040237</td>\n",
       "      <td>380.9643</td>\n",
       "      <td>31.6056</td>\n",
       "      <td>189.2789</td>\n",
       "      <td>15.7030</td>\n",
       "      <td>191.6854</td>\n",
       "      <td>15.9026</td>\n",
       "      <td>-1.2634</td>\n",
       "      <td>507.5004</td>\n",
       "      <td>42.1033</td>\n",
       "      <td>255.0428</td>\n",
       "      <td>21.1589</td>\n",
       "      <td>252.4575</td>\n",
       "      <td>20.9444</td>\n",
       "      <td>1.01880</td>\n",
       "      <td>111.9768</td>\n",
       "      <td>9.2898</td>\n",
       "      <td>55.5239</td>\n",
       "      <td>4.6064</td>\n",
       "      <td>56.4529</td>\n",
       "      <td>4.6834</td>\n",
       "      <td>-1.65920</td>\n",
       "      <td>26.0375</td>\n",
       "      <td>2.1601</td>\n",
       "      <td>12.6661</td>\n",
       "      <td>1.05080</td>\n",
       "      <td>13.3713</td>\n",
       "      <td>1.10930</td>\n",
       "      <td>-5.4168</td>\n",
       "      <td>93.7278</td>\n",
       "      <td>7.7758</td>\n",
       "      <td>42.8578</td>\n",
       "      <td>3.5556</td>\n",
       "      <td>43.0815</td>\n",
       "      <td>3.5741</td>\n",
       "      <td>-0.52073</td>\n",
       "      <td>7.7885</td>\n",
       "      <td>0.64615</td>\n",
       "      <td>16.3102</td>\n",
       "      <td>1.3531</td>\n",
       "      <td>0.63474</td>\n",
       "      <td>0.052659</td>\n",
       "      <td>0.31965</td>\n",
       "      <td>0.026519</td>\n",
       "      <td>0.31509</td>\n",
       "      <td>0.026140</td>\n",
       "      <td>1.4388</td>\n",
       "      <td>1.6792</td>\n",
       "      <td>0.13931</td>\n",
       "      <td>0.84154</td>\n",
       "      <td>0.069816</td>\n",
       "      <td>0.83762</td>\n",
       "      <td>0.069491</td>\n",
       "      <td>0.46620</td>\n",
       "      <td>0.65888</td>\n",
       "      <td>0.054662</td>\n",
       "      <td>0.35684</td>\n",
       "      <td>0.029604</td>\n",
       "      <td>0.30204</td>\n",
       "      <td>0.025058</td>\n",
       "      <td>16.6337</td>\n",
       "      <td>6.7995</td>\n",
       "      <td>0.56410</td>\n",
       "      <td>3.3577</td>\n",
       "      <td>0.27856</td>\n",
       "      <td>3.4418</td>\n",
       "      <td>0.28554</td>\n",
       "      <td>-2.475300</td>\n",
       "      <td>7.2640</td>\n",
       "      <td>0.60263</td>\n",
       "      <td>3.6662</td>\n",
       "      <td>0.30416</td>\n",
       "      <td>3.5977</td>\n",
       "      <td>0.29848</td>\n",
       "      <td>1.8859</td>\n",
       "      <td>2.3178</td>\n",
       "      <td>0.19229</td>\n",
       "      <td>1.14100</td>\n",
       "      <td>0.094657</td>\n",
       "      <td>1.17680</td>\n",
       "      <td>0.097634</td>\n",
       "      <td>-3.0960</td>\n",
       "      <td>8.1310</td>\n",
       "      <td>0.67456</td>\n",
       "      <td>4.0231</td>\n",
       "      <td>0.33376</td>\n",
       "      <td>4.1079</td>\n",
       "      <td>0.34080</td>\n",
       "      <td>-2.0860</td>\n",
       "      <td>10.1200</td>\n",
       "      <td>0.83957</td>\n",
       "      <td>4.9997</td>\n",
       "      <td>0.41478</td>\n",
       "      <td>5.1203</td>\n",
       "      <td>0.42479</td>\n",
       "      <td>-2.38510</td>\n",
       "      <td>7.9548</td>\n",
       "      <td>0.65995</td>\n",
       "      <td>3.9004</td>\n",
       "      <td>0.32359</td>\n",
       "      <td>4.0544</td>\n",
       "      <td>0.33636</td>\n",
       "      <td>-3.87080</td>\n",
       "      <td>157.5190</td>\n",
       "      <td>13.0681</td>\n",
       "      <td>78.8397</td>\n",
       "      <td>6.5407</td>\n",
       "      <td>78.6793</td>\n",
       "      <td>6.5274</td>\n",
       "      <td>0.20376</td>\n",
       "      <td>5.6911</td>\n",
       "      <td>0.47215</td>\n",
       "      <td>2.8606</td>\n",
       "      <td>0.23732</td>\n",
       "      <td>2.8306</td>\n",
       "      <td>0.23483</td>\n",
       "      <td>1.0546</td>\n",
       "      <td>4.0792</td>\n",
       "      <td>0.33842</td>\n",
       "      <td>1.9584</td>\n",
       "      <td>0.16247</td>\n",
       "      <td>2.12080</td>\n",
       "      <td>0.175950</td>\n",
       "      <td>-7.9642</td>\n",
       "      <td>5.9814</td>\n",
       "      <td>0.49623</td>\n",
       "      <td>3.1952</td>\n",
       "      <td>0.26508</td>\n",
       "      <td>2.7862</td>\n",
       "      <td>0.23115</td>\n",
       "      <td>13.6765</td>\n",
       "      <td>2.5598</td>\n",
       "      <td>0.21237</td>\n",
       "      <td>0.9968</td>\n",
       "      <td>0.082696</td>\n",
       "      <td>1.5630</td>\n",
       "      <td>0.12967</td>\n",
       "      <td>-44.2406</td>\n",
       "      <td>6.1224</td>\n",
       "      <td>0.50792</td>\n",
       "      <td>3.0217</td>\n",
       "      <td>0.25069</td>\n",
       "      <td>3.1006</td>\n",
       "      <td>0.25724</td>\n",
       "      <td>-2.57860</td>\n",
       "      <td>2.6414</td>\n",
       "      <td>0.21913</td>\n",
       "      <td>1.40320</td>\n",
       "      <td>0.116410</td>\n",
       "      <td>1.23820</td>\n",
       "      <td>0.102720</td>\n",
       "      <td>12.4969</td>\n",
       "      <td>32.9178</td>\n",
       "      <td>2.7309</td>\n",
       "      <td>17.0030</td>\n",
       "      <td>1.4106</td>\n",
       "      <td>15.9149</td>\n",
       "      <td>1.3203</td>\n",
       "      <td>6.6112</td>\n",
       "      <td>3.3505</td>\n",
       "      <td>0.27796</td>\n",
       "      <td>1.9962</td>\n",
       "      <td>0.16561</td>\n",
       "      <td>1.3543</td>\n",
       "      <td>0.11235</td>\n",
       "      <td>38.3178</td>\n",
       "      <td>3.8554</td>\n",
       "      <td>0.31985</td>\n",
       "      <td>1.7340</td>\n",
       "      <td>0.14385</td>\n",
       "      <td>2.1215</td>\n",
       "      <td>0.17600</td>\n",
       "      <td>-20.1015</td>\n",
       "      <td>8.3984</td>\n",
       "      <td>0.69675</td>\n",
       "      <td>3.9800</td>\n",
       "      <td>0.33019</td>\n",
       "      <td>4.4184</td>\n",
       "      <td>0.36656</td>\n",
       "      <td>-10.4396</td>\n",
       "      <td>5.5137</td>\n",
       "      <td>0.45743</td>\n",
       "      <td>2.7353</td>\n",
       "      <td>0.22693</td>\n",
       "      <td>2.7784</td>\n",
       "      <td>0.23050</td>\n",
       "      <td>-1.56180</td>\n",
       "      <td>22.8892</td>\n",
       "      <td>1.8989</td>\n",
       "      <td>11.0907</td>\n",
       "      <td>0.92011</td>\n",
       "      <td>11.7985</td>\n",
       "      <td>0.97883</td>\n",
       "      <td>-6.184600</td>\n",
       "      <td>4.8477</td>\n",
       "      <td>0.40217</td>\n",
       "      <td>2.3341</td>\n",
       "      <td>0.19364</td>\n",
       "      <td>2.5135</td>\n",
       "      <td>0.20853</td>\n",
       "      <td>-7.4014</td>\n",
       "      <td>2.4953</td>\n",
       "      <td>0.20701</td>\n",
       "      <td>1.23620</td>\n",
       "      <td>0.102560</td>\n",
       "      <td>1.25900</td>\n",
       "      <td>0.104450</td>\n",
       "      <td>-1.8301</td>\n",
       "      <td>24.1176</td>\n",
       "      <td>2.0008</td>\n",
       "      <td>11.6915</td>\n",
       "      <td>0.96995</td>\n",
       "      <td>12.4261</td>\n",
       "      <td>1.03090</td>\n",
       "      <td>-6.0914</td>\n",
       "      <td>12.4985</td>\n",
       "      <td>1.03690</td>\n",
       "      <td>6.4387</td>\n",
       "      <td>0.53417</td>\n",
       "      <td>6.0597</td>\n",
       "      <td>0.50273</td>\n",
       "      <td>6.06500</td>\n",
       "      <td>9.5596</td>\n",
       "      <td>0.79309</td>\n",
       "      <td>5.1640</td>\n",
       "      <td>0.42842</td>\n",
       "      <td>4.3956</td>\n",
       "      <td>0.36467</td>\n",
       "      <td>16.0775</td>\n",
       "      <td>98.3269</td>\n",
       "      <td>8.1574</td>\n",
       "      <td>49.1987</td>\n",
       "      <td>4.0816</td>\n",
       "      <td>49.1282</td>\n",
       "      <td>4.0758</td>\n",
       "      <td>0.14331</td>\n",
       "      <td>13.1939</td>\n",
       "      <td>1.0946</td>\n",
       "      <td>6.4459</td>\n",
       "      <td>0.53477</td>\n",
       "      <td>6.7480</td>\n",
       "      <td>0.55982</td>\n",
       "      <td>-4.57850</td>\n",
       "      <td>3.3564</td>\n",
       "      <td>0.27845</td>\n",
       "      <td>1.5996</td>\n",
       "      <td>0.13270</td>\n",
       "      <td>1.7568</td>\n",
       "      <td>0.14575</td>\n",
       "      <td>-9.3683</td>\n",
       "      <td>3.6304</td>\n",
       "      <td>0.30118</td>\n",
       "      <td>1.8860</td>\n",
       "      <td>0.15646</td>\n",
       "      <td>1.7444</td>\n",
       "      <td>0.14472</td>\n",
       "      <td>7.7987</td>\n",
       "      <td>21.9942</td>\n",
       "      <td>1.8247</td>\n",
       "      <td>11.2486</td>\n",
       "      <td>0.93320</td>\n",
       "      <td>10.7456</td>\n",
       "      <td>0.89148</td>\n",
       "      <td>4.5736</td>\n",
       "      <td>24.2102</td>\n",
       "      <td>2.0085</td>\n",
       "      <td>12.2343</td>\n",
       "      <td>1.01500</td>\n",
       "      <td>11.9759</td>\n",
       "      <td>0.99355</td>\n",
       "      <td>2.1341</td>\n",
       "      <td>12.8423</td>\n",
       "      <td>1.06540</td>\n",
       "      <td>6.4896</td>\n",
       "      <td>0.53839</td>\n",
       "      <td>6.3526</td>\n",
       "      <td>0.52703</td>\n",
       "      <td>2.1335</td>\n",
       "      <td>2.7666</td>\n",
       "      <td>0.22953</td>\n",
       "      <td>1.3719</td>\n",
       "      <td>0.113820</td>\n",
       "      <td>1.3947</td>\n",
       "      <td>0.11571</td>\n",
       "      <td>-1.6506</td>\n",
       "      <td>16.3330</td>\n",
       "      <td>1.3550</td>\n",
       "      <td>7.9229</td>\n",
       "      <td>0.65730</td>\n",
       "      <td>8.4102</td>\n",
       "      <td>0.69772</td>\n",
       "      <td>-5.9672</td>\n",
       "      <td>86.3692</td>\n",
       "      <td>7.1654</td>\n",
       "      <td>44.6948</td>\n",
       "      <td>3.7080</td>\n",
       "      <td>41.6744</td>\n",
       "      <td>3.4574</td>\n",
       "      <td>6.9942</td>\n",
       "      <td>17.0650</td>\n",
       "      <td>1.4157</td>\n",
       "      <td>9.5844</td>\n",
       "      <td>0.79514</td>\n",
       "      <td>7.4806</td>\n",
       "      <td>0.62060</td>\n",
       "      <td>24.6569</td>\n",
       "      <td>16.2443</td>\n",
       "      <td>1.3477</td>\n",
       "      <td>7.1792</td>\n",
       "      <td>0.59560</td>\n",
       "      <td>9.0651</td>\n",
       "      <td>0.75206</td>\n",
       "      <td>-23.2200</td>\n",
       "      <td>1.4913</td>\n",
       "      <td>0.123720</td>\n",
       "      <td>0.80305</td>\n",
       "      <td>0.066623</td>\n",
       "      <td>0.68823</td>\n",
       "      <td>0.057097</td>\n",
       "      <td>15.3981</td>\n",
       "      <td>20.1062</td>\n",
       "      <td>1.6681</td>\n",
       "      <td>10.8604</td>\n",
       "      <td>0.90100</td>\n",
       "      <td>9.2458</td>\n",
       "      <td>0.76705</td>\n",
       "      <td>16.06050</td>\n",
       "      <td>17.1472</td>\n",
       "      <td>1.4226</td>\n",
       "      <td>9.4246</td>\n",
       "      <td>0.78188</td>\n",
       "      <td>7.7226</td>\n",
       "      <td>0.64068</td>\n",
       "      <td>19.8516</td>\n",
       "      <td>14.3153</td>\n",
       "      <td>1.1876</td>\n",
       "      <td>6.8432</td>\n",
       "      <td>0.56773</td>\n",
       "      <td>7.4721</td>\n",
       "      <td>0.61990</td>\n",
       "      <td>-8.7860</td>\n",
       "      <td>64.1754</td>\n",
       "      <td>5.3241</td>\n",
       "      <td>31.4474</td>\n",
       "      <td>2.6089</td>\n",
       "      <td>32.7280</td>\n",
       "      <td>2.7152</td>\n",
       "      <td>-3.9909</td>\n",
       "      <td>6.2182</td>\n",
       "      <td>0.51588</td>\n",
       "      <td>3.2742</td>\n",
       "      <td>0.27163</td>\n",
       "      <td>2.9441</td>\n",
       "      <td>0.24425</td>\n",
       "      <td>10.6169</td>\n",
       "      <td>6.8445</td>\n",
       "      <td>0.56783</td>\n",
       "      <td>3.0263</td>\n",
       "      <td>0.25107</td>\n",
       "      <td>3.8182</td>\n",
       "      <td>0.31677</td>\n",
       "      <td>-23.1414</td>\n",
       "      <td>15.7642</td>\n",
       "      <td>1.3078</td>\n",
       "      <td>7.7363</td>\n",
       "      <td>0.64182</td>\n",
       "      <td>8.0279</td>\n",
       "      <td>0.66601</td>\n",
       "      <td>-3.6996</td>\n",
       "      <td>6.0800</td>\n",
       "      <td>0.50441</td>\n",
       "      <td>3.3622</td>\n",
       "      <td>0.27894</td>\n",
       "      <td>2.7177</td>\n",
       "      <td>0.22547</td>\n",
       "      <td>21.2017</td>\n",
       "      <td>10.1415</td>\n",
       "      <td>0.84136</td>\n",
       "      <td>4.5632</td>\n",
       "      <td>0.37857</td>\n",
       "      <td>5.5783</td>\n",
       "      <td>0.46279</td>\n",
       "      <td>-20.0180</td>\n",
       "      <td>7.5112</td>\n",
       "      <td>0.62315</td>\n",
       "      <td>4.1862</td>\n",
       "      <td>0.34729</td>\n",
       "      <td>3.3251</td>\n",
       "      <td>0.27585</td>\n",
       "      <td>22.9286</td>\n",
       "      <td>7.2535</td>\n",
       "      <td>0.60177</td>\n",
       "      <td>3.5814</td>\n",
       "      <td>0.29712</td>\n",
       "      <td>3.6721</td>\n",
       "      <td>0.30465</td>\n",
       "      <td>-2.5002</td>\n",
       "      <td>4.3623</td>\n",
       "      <td>0.36191</td>\n",
       "      <td>1.7177</td>\n",
       "      <td>0.14250</td>\n",
       "      <td>2.6446</td>\n",
       "      <td>0.21941</td>\n",
       "      <td>-42.5004</td>\n",
       "      <td>35.6545</td>\n",
       "      <td>2.9580</td>\n",
       "      <td>17.8745</td>\n",
       "      <td>1.4829</td>\n",
       "      <td>17.7799</td>\n",
       "      <td>1.4751</td>\n",
       "      <td>0.5306</td>\n",
       "      <td>3.7386</td>\n",
       "      <td>0.31017</td>\n",
       "      <td>1.9264</td>\n",
       "      <td>0.15982</td>\n",
       "      <td>1.8122</td>\n",
       "      <td>0.15035</td>\n",
       "      <td>6.1071</td>\n",
       "      <td>9.8721</td>\n",
       "      <td>0.81901</td>\n",
       "      <td>4.8724</td>\n",
       "      <td>0.40423</td>\n",
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       "      <td>0.023341</td>\n",
       "      <td>2.1159</td>\n",
       "      <td>0.019882</td>\n",
       "      <td>16.0040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>job1625738</td>\n",
       "      <td>0</td>\n",
       "      <td>42</td>\n",
       "      <td>2</td>\n",
       "      <td>Na</td>\n",
       "      <td>0.66906</td>\n",
       "      <td>32.9605</td>\n",
       "      <td>354.9196</td>\n",
       "      <td>31.1643</td>\n",
       "      <td>339.6141</td>\n",
       "      <td>29.8203</td>\n",
       "      <td>15.305500</td>\n",
       "      <td>1.343900</td>\n",
       "      <td>551.9610</td>\n",
       "      <td>48.4658</td>\n",
       "      <td>25.4994</td>\n",
       "      <td>2.2390</td>\n",
       "      <td>439.6392</td>\n",
       "      <td>38.6032</td>\n",
       "      <td>86.8224</td>\n",
       "      <td>7.6236</td>\n",
       "      <td>216.6235</td>\n",
       "      <td>19.0210</td>\n",
       "      <td>906.8806</td>\n",
       "      <td>79.6301</td>\n",
       "      <td>1138.8671</td>\n",
       "      <td>100</td>\n",
       "      <td>787.6481</td>\n",
       "      <td>69.1607</td>\n",
       "      <td>396.6853</td>\n",
       "      <td>34.8316</td>\n",
       "      <td>390.9628</td>\n",
       "      <td>34.3291</td>\n",
       "      <td>1.453100</td>\n",
       "      <td>322.5095</td>\n",
       "      <td>28.3185</td>\n",
       "      <td>166.8378</td>\n",
       "      <td>14.6494</td>\n",
       "      <td>155.6718</td>\n",
       "      <td>13.6690</td>\n",
       "      <td>6.9245</td>\n",
       "      <td>465.1386</td>\n",
       "      <td>40.8422</td>\n",
       "      <td>229.8475</td>\n",
       "      <td>20.1821</td>\n",
       "      <td>235.2910</td>\n",
       "      <td>20.6601</td>\n",
       "      <td>-2.34060</td>\n",
       "      <td>112.5051</td>\n",
       "      <td>9.8787</td>\n",
       "      <td>56.5720</td>\n",
       "      <td>4.9674</td>\n",
       "      <td>55.9331</td>\n",
       "      <td>4.9113</td>\n",
       "      <td>1.13590</td>\n",
       "      <td>32.4101</td>\n",
       "      <td>2.8458</td>\n",
       "      <td>17.2337</td>\n",
       "      <td>1.51320</td>\n",
       "      <td>15.1764</td>\n",
       "      <td>1.33260</td>\n",
       "      <td>12.6959</td>\n",
       "      <td>86.8224</td>\n",
       "      <td>7.6236</td>\n",
       "      <td>39.3383</td>\n",
       "      <td>3.4542</td>\n",
       "      <td>40.7567</td>\n",
       "      <td>3.5787</td>\n",
       "      <td>-3.54180</td>\n",
       "      <td>6.7274</td>\n",
       "      <td>0.59071</td>\n",
       "      <td>15.3630</td>\n",
       "      <td>1.3490</td>\n",
       "      <td>0.41683</td>\n",
       "      <td>0.036600</td>\n",
       "      <td>0.24488</td>\n",
       "      <td>0.021502</td>\n",
       "      <td>0.17195</td>\n",
       "      <td>0.015098</td>\n",
       "      <td>34.9920</td>\n",
       "      <td>1.3970</td>\n",
       "      <td>0.12267</td>\n",
       "      <td>0.64765</td>\n",
       "      <td>0.056868</td>\n",
       "      <td>0.74935</td>\n",
       "      <td>0.065798</td>\n",
       "      <td>-14.55940</td>\n",
       "      <td>0.47169</td>\n",
       "      <td>0.041417</td>\n",
       "      <td>0.21611</td>\n",
       "      <td>0.018976</td>\n",
       "      <td>0.25558</td>\n",
       "      <td>0.022442</td>\n",
       "      <td>-16.7376</td>\n",
       "      <td>5.5820</td>\n",
       "      <td>0.49014</td>\n",
       "      <td>2.8522</td>\n",
       "      <td>0.25044</td>\n",
       "      <td>2.7298</td>\n",
       "      <td>0.23969</td>\n",
       "      <td>4.386900</td>\n",
       "      <td>5.6596</td>\n",
       "      <td>0.49695</td>\n",
       "      <td>2.6796</td>\n",
       "      <td>0.23529</td>\n",
       "      <td>2.9800</td>\n",
       "      <td>0.26166</td>\n",
       "      <td>-10.6159</td>\n",
       "      <td>1.8694</td>\n",
       "      <td>0.16414</td>\n",
       "      <td>0.85774</td>\n",
       "      <td>0.075315</td>\n",
       "      <td>1.01160</td>\n",
       "      <td>0.088827</td>\n",
       "      <td>-16.4639</td>\n",
       "      <td>6.1300</td>\n",
       "      <td>0.53825</td>\n",
       "      <td>2.8883</td>\n",
       "      <td>0.25362</td>\n",
       "      <td>3.2416</td>\n",
       "      <td>0.28463</td>\n",
       "      <td>-11.5259</td>\n",
       "      <td>3.9729</td>\n",
       "      <td>0.34885</td>\n",
       "      <td>1.8854</td>\n",
       "      <td>0.16555</td>\n",
       "      <td>2.0875</td>\n",
       "      <td>0.18329</td>\n",
       "      <td>-10.17180</td>\n",
       "      <td>7.9993</td>\n",
       "      <td>0.70239</td>\n",
       "      <td>4.1703</td>\n",
       "      <td>0.36618</td>\n",
       "      <td>3.8291</td>\n",
       "      <td>0.33622</td>\n",
       "      <td>8.53130</td>\n",
       "      <td>153.3956</td>\n",
       "      <td>13.4691</td>\n",
       "      <td>76.9718</td>\n",
       "      <td>6.7586</td>\n",
       "      <td>76.4238</td>\n",
       "      <td>6.7105</td>\n",
       "      <td>0.71444</td>\n",
       "      <td>5.6128</td>\n",
       "      <td>0.49284</td>\n",
       "      <td>2.5893</td>\n",
       "      <td>0.22736</td>\n",
       "      <td>3.0235</td>\n",
       "      <td>0.26548</td>\n",
       "      <td>-15.4726</td>\n",
       "      <td>2.2842</td>\n",
       "      <td>0.20057</td>\n",
       "      <td>1.3462</td>\n",
       "      <td>0.11820</td>\n",
       "      <td>0.93803</td>\n",
       "      <td>0.082365</td>\n",
       "      <td>35.7352</td>\n",
       "      <td>7.3503</td>\n",
       "      <td>0.64541</td>\n",
       "      <td>4.4018</td>\n",
       "      <td>0.38650</td>\n",
       "      <td>2.9486</td>\n",
       "      <td>0.25890</td>\n",
       "      <td>39.5412</td>\n",
       "      <td>2.8020</td>\n",
       "      <td>0.24604</td>\n",
       "      <td>1.1996</td>\n",
       "      <td>0.105340</td>\n",
       "      <td>1.6024</td>\n",
       "      <td>0.14070</td>\n",
       "      <td>-28.7488</td>\n",
       "      <td>5.7593</td>\n",
       "      <td>0.50570</td>\n",
       "      <td>2.8977</td>\n",
       "      <td>0.25444</td>\n",
       "      <td>2.8616</td>\n",
       "      <td>0.25127</td>\n",
       "      <td>1.25460</td>\n",
       "      <td>1.7570</td>\n",
       "      <td>0.15427</td>\n",
       "      <td>0.83232</td>\n",
       "      <td>0.073083</td>\n",
       "      <td>0.92465</td>\n",
       "      <td>0.081190</td>\n",
       "      <td>-10.5103</td>\n",
       "      <td>38.2798</td>\n",
       "      <td>3.3612</td>\n",
       "      <td>18.5130</td>\n",
       "      <td>1.6256</td>\n",
       "      <td>19.7668</td>\n",
       "      <td>1.7357</td>\n",
       "      <td>-6.5508</td>\n",
       "      <td>2.9198</td>\n",
       "      <td>0.25638</td>\n",
       "      <td>1.7048</td>\n",
       "      <td>0.14969</td>\n",
       "      <td>1.2150</td>\n",
       "      <td>0.10669</td>\n",
       "      <td>33.5472</td>\n",
       "      <td>3.4644</td>\n",
       "      <td>0.30420</td>\n",
       "      <td>2.2086</td>\n",
       "      <td>0.19393</td>\n",
       "      <td>1.2558</td>\n",
       "      <td>0.11027</td>\n",
       "      <td>55.0019</td>\n",
       "      <td>6.1822</td>\n",
       "      <td>0.54283</td>\n",
       "      <td>2.8957</td>\n",
       "      <td>0.25426</td>\n",
       "      <td>3.2864</td>\n",
       "      <td>0.28857</td>\n",
       "      <td>-12.6407</td>\n",
       "      <td>4.2660</td>\n",
       "      <td>0.37458</td>\n",
       "      <td>2.4407</td>\n",
       "      <td>0.21431</td>\n",
       "      <td>1.8252</td>\n",
       "      <td>0.16027</td>\n",
       "      <td>28.85820</td>\n",
       "      <td>26.3116</td>\n",
       "      <td>2.3103</td>\n",
       "      <td>12.6125</td>\n",
       "      <td>1.10750</td>\n",
       "      <td>13.6991</td>\n",
       "      <td>1.20290</td>\n",
       "      <td>-8.259200</td>\n",
       "      <td>3.6845</td>\n",
       "      <td>0.32353</td>\n",
       "      <td>1.8720</td>\n",
       "      <td>0.16438</td>\n",
       "      <td>1.8125</td>\n",
       "      <td>0.15915</td>\n",
       "      <td>3.2322</td>\n",
       "      <td>1.5690</td>\n",
       "      <td>0.13776</td>\n",
       "      <td>0.80421</td>\n",
       "      <td>0.070615</td>\n",
       "      <td>0.76474</td>\n",
       "      <td>0.067149</td>\n",
       "      <td>5.0320</td>\n",
       "      <td>24.7768</td>\n",
       "      <td>2.1756</td>\n",
       "      <td>12.2646</td>\n",
       "      <td>1.07690</td>\n",
       "      <td>12.5122</td>\n",
       "      <td>1.09860</td>\n",
       "      <td>-1.9983</td>\n",
       "      <td>9.4064</td>\n",
       "      <td>0.82594</td>\n",
       "      <td>4.4867</td>\n",
       "      <td>0.39397</td>\n",
       "      <td>4.9196</td>\n",
       "      <td>0.43198</td>\n",
       "      <td>-9.20410</td>\n",
       "      <td>6.9696</td>\n",
       "      <td>0.61198</td>\n",
       "      <td>3.9020</td>\n",
       "      <td>0.34262</td>\n",
       "      <td>3.0677</td>\n",
       "      <td>0.26936</td>\n",
       "      <td>23.9416</td>\n",
       "      <td>85.6368</td>\n",
       "      <td>7.5195</td>\n",
       "      <td>40.9956</td>\n",
       "      <td>3.5997</td>\n",
       "      <td>44.6413</td>\n",
       "      <td>3.9198</td>\n",
       "      <td>-8.51440</td>\n",
       "      <td>12.8313</td>\n",
       "      <td>1.1267</td>\n",
       "      <td>5.9680</td>\n",
       "      <td>0.52403</td>\n",
       "      <td>6.8633</td>\n",
       "      <td>0.60264</td>\n",
       "      <td>-13.95350</td>\n",
       "      <td>3.0851</td>\n",
       "      <td>0.27089</td>\n",
       "      <td>1.5188</td>\n",
       "      <td>0.13336</td>\n",
       "      <td>1.5663</td>\n",
       "      <td>0.13753</td>\n",
       "      <td>-3.0796</td>\n",
       "      <td>2.4066</td>\n",
       "      <td>0.21132</td>\n",
       "      <td>1.1461</td>\n",
       "      <td>0.10064</td>\n",
       "      <td>1.2605</td>\n",
       "      <td>0.11068</td>\n",
       "      <td>-9.5079</td>\n",
       "      <td>18.2808</td>\n",
       "      <td>1.6052</td>\n",
       "      <td>7.9251</td>\n",
       "      <td>0.69587</td>\n",
       "      <td>10.3558</td>\n",
       "      <td>0.90930</td>\n",
       "      <td>-26.5930</td>\n",
       "      <td>21.8811</td>\n",
       "      <td>1.9213</td>\n",
       "      <td>10.9981</td>\n",
       "      <td>0.96570</td>\n",
       "      <td>10.8830</td>\n",
       "      <td>0.95560</td>\n",
       "      <td>1.0519</td>\n",
       "      <td>10.5431</td>\n",
       "      <td>0.92575</td>\n",
       "      <td>4.8828</td>\n",
       "      <td>0.42874</td>\n",
       "      <td>5.6603</td>\n",
       "      <td>0.49701</td>\n",
       "      <td>-14.7481</td>\n",
       "      <td>2.3758</td>\n",
       "      <td>0.20861</td>\n",
       "      <td>1.0043</td>\n",
       "      <td>0.088181</td>\n",
       "      <td>1.3716</td>\n",
       "      <td>0.12043</td>\n",
       "      <td>-30.9209</td>\n",
       "      <td>14.2330</td>\n",
       "      <td>1.2498</td>\n",
       "      <td>7.5524</td>\n",
       "      <td>0.66315</td>\n",
       "      <td>6.6806</td>\n",
       "      <td>0.58660</td>\n",
       "      <td>12.2503</td>\n",
       "      <td>83.8866</td>\n",
       "      <td>7.3658</td>\n",
       "      <td>41.6599</td>\n",
       "      <td>3.6580</td>\n",
       "      <td>42.2266</td>\n",
       "      <td>3.7078</td>\n",
       "      <td>-1.3511</td>\n",
       "      <td>14.4946</td>\n",
       "      <td>1.2727</td>\n",
       "      <td>7.5564</td>\n",
       "      <td>0.66350</td>\n",
       "      <td>6.9382</td>\n",
       "      <td>0.60922</td>\n",
       "      <td>8.5303</td>\n",
       "      <td>19.9582</td>\n",
       "      <td>1.7525</td>\n",
       "      <td>9.9202</td>\n",
       "      <td>0.87106</td>\n",
       "      <td>10.0380</td>\n",
       "      <td>0.88140</td>\n",
       "      <td>-1.1800</td>\n",
       "      <td>1.0678</td>\n",
       "      <td>0.093762</td>\n",
       "      <td>0.54194</td>\n",
       "      <td>0.047586</td>\n",
       "      <td>0.52588</td>\n",
       "      <td>0.046176</td>\n",
       "      <td>3.0075</td>\n",
       "      <td>16.7621</td>\n",
       "      <td>1.4718</td>\n",
       "      <td>8.2629</td>\n",
       "      <td>0.72554</td>\n",
       "      <td>8.4991</td>\n",
       "      <td>0.74628</td>\n",
       "      <td>-2.81800</td>\n",
       "      <td>16.7386</td>\n",
       "      <td>1.4698</td>\n",
       "      <td>7.7150</td>\n",
       "      <td>0.67743</td>\n",
       "      <td>9.0237</td>\n",
       "      <td>0.79234</td>\n",
       "      <td>-15.6367</td>\n",
       "      <td>14.8653</td>\n",
       "      <td>1.3053</td>\n",
       "      <td>7.6635</td>\n",
       "      <td>0.67290</td>\n",
       "      <td>7.2018</td>\n",
       "      <td>0.63237</td>\n",
       "      <td>6.2112</td>\n",
       "      <td>56.6784</td>\n",
       "      <td>4.9767</td>\n",
       "      <td>28.1790</td>\n",
       "      <td>2.4743</td>\n",
       "      <td>28.4994</td>\n",
       "      <td>2.5024</td>\n",
       "      <td>-1.1309</td>\n",
       "      <td>5.5572</td>\n",
       "      <td>0.48796</td>\n",
       "      <td>2.5699</td>\n",
       "      <td>0.22565</td>\n",
       "      <td>2.9874</td>\n",
       "      <td>0.26231</td>\n",
       "      <td>-15.0253</td>\n",
       "      <td>6.2464</td>\n",
       "      <td>0.54847</td>\n",
       "      <td>3.4885</td>\n",
       "      <td>0.30631</td>\n",
       "      <td>2.7579</td>\n",
       "      <td>0.24216</td>\n",
       "      <td>23.3933</td>\n",
       "      <td>12.5128</td>\n",
       "      <td>1.0987</td>\n",
       "      <td>6.5970</td>\n",
       "      <td>0.57926</td>\n",
       "      <td>5.9159</td>\n",
       "      <td>0.51945</td>\n",
       "      <td>10.8865</td>\n",
       "      <td>5.1170</td>\n",
       "      <td>0.44931</td>\n",
       "      <td>2.6194</td>\n",
       "      <td>0.23000</td>\n",
       "      <td>2.4976</td>\n",
       "      <td>0.21931</td>\n",
       "      <td>4.7594</td>\n",
       "      <td>9.5950</td>\n",
       "      <td>0.84251</td>\n",
       "      <td>4.5603</td>\n",
       "      <td>0.40043</td>\n",
       "      <td>5.0347</td>\n",
       "      <td>0.44208</td>\n",
       "      <td>-9.8877</td>\n",
       "      <td>7.9987</td>\n",
       "      <td>0.70233</td>\n",
       "      <td>3.2282</td>\n",
       "      <td>0.28346</td>\n",
       "      <td>4.7704</td>\n",
       "      <td>0.41887</td>\n",
       "      <td>-38.5613</td>\n",
       "      <td>6.6900</td>\n",
       "      <td>0.58742</td>\n",
       "      <td>3.6243</td>\n",
       "      <td>0.31824</td>\n",
       "      <td>3.0657</td>\n",
       "      <td>0.26918</td>\n",
       "      <td>16.7017</td>\n",
       "      <td>2.9613</td>\n",
       "      <td>0.26002</td>\n",
       "      <td>1.4913</td>\n",
       "      <td>0.13095</td>\n",
       "      <td>1.4699</td>\n",
       "      <td>0.12907</td>\n",
       "      <td>1.4460</td>\n",
       "      <td>35.7876</td>\n",
       "      <td>3.1424</td>\n",
       "      <td>17.6051</td>\n",
       "      <td>1.5458</td>\n",
       "      <td>18.1825</td>\n",
       "      <td>1.5965</td>\n",
       "      <td>-3.2268</td>\n",
       "      <td>3.5199</td>\n",
       "      <td>0.30907</td>\n",
       "      <td>1.7697</td>\n",
       "      <td>0.15539</td>\n",
       "      <td>1.7503</td>\n",
       "      <td>0.15369</td>\n",
       "      <td>1.1025</td>\n",
       "      <td>10.7452</td>\n",
       "      <td>0.94350</td>\n",
       "      <td>5.5285</td>\n",
       "      <td>0.48544</td>\n",
       "      <td>5.2167</td>\n",
       "      <td>0.45806</td>\n",
       "      <td>5.8032</td>\n",
       "      <td>10.8883</td>\n",
       "      <td>0.95607</td>\n",
       "      <td>5.2354</td>\n",
       "      <td>0.45970</td>\n",
       "      <td>5.6529</td>\n",
       "      <td>0.49636</td>\n",
       "      <td>-7.6687</td>\n",
       "      <td>6.4638</td>\n",
       "      <td>0.56757</td>\n",
       "      <td>3.1466</td>\n",
       "      <td>0.27629</td>\n",
       "      <td>3.3172</td>\n",
       "      <td>0.29127</td>\n",
       "      <td>-5.2790</td>\n",
       "      <td>4.1703</td>\n",
       "      <td>0.36618</td>\n",
       "      <td>1.9249</td>\n",
       "      <td>0.16902</td>\n",
       "      <td>2.2454</td>\n",
       "      <td>0.19716</td>\n",
       "      <td>-15.36980</td>\n",
       "      <td>24.2542</td>\n",
       "      <td>2.1297</td>\n",
       "      <td>12.1248</td>\n",
       "      <td>1.0646</td>\n",
       "      <td>12.1295</td>\n",
       "      <td>1.0650</td>\n",
       "      <td>-0.03862</td>\n",
       "      <td>6.9502</td>\n",
       "      <td>0.61028</td>\n",
       "      <td>3.5460</td>\n",
       "      <td>0.31137</td>\n",
       "      <td>3.4042</td>\n",
       "      <td>0.29891</td>\n",
       "      <td>4.0816</td>\n",
       "      <td>3.4484</td>\n",
       "      <td>0.30279</td>\n",
       "      <td>1.8152</td>\n",
       "      <td>0.15938</td>\n",
       "      <td>1.6332</td>\n",
       "      <td>0.14340</td>\n",
       "      <td>10.5549</td>\n",
       "      <td>6.9402</td>\n",
       "      <td>0.60940</td>\n",
       "      <td>3.4470</td>\n",
       "      <td>0.30267</td>\n",
       "      <td>3.4932</td>\n",
       "      <td>0.30672</td>\n",
       "      <td>-1.3304</td>\n",
       "      <td>3.5153</td>\n",
       "      <td>0.30866</td>\n",
       "      <td>1.7810</td>\n",
       "      <td>0.15639</td>\n",
       "      <td>1.7342</td>\n",
       "      <td>0.15228</td>\n",
       "      <td>2.66460</td>\n",
       "      <td>3.4002</td>\n",
       "      <td>0.29856</td>\n",
       "      <td>1.5355</td>\n",
       "      <td>0.13483</td>\n",
       "      <td>1.8647</td>\n",
       "      <td>0.16373</td>\n",
       "      <td>-19.3625</td>\n",
       "      <td>0.41214</td>\n",
       "      <td>0.036189</td>\n",
       "      <td>0.30108</td>\n",
       "      <td>0.026437</td>\n",
       "      <td>0.111060</td>\n",
       "      <td>0.009752</td>\n",
       "      <td>92.2078</td>\n",
       "      <td>24.3158</td>\n",
       "      <td>2.1351</td>\n",
       "      <td>12.4934</td>\n",
       "      <td>1.09700</td>\n",
       "      <td>11.8224</td>\n",
       "      <td>1.03810</td>\n",
       "      <td>5.5196</td>\n",
       "      <td>1.0792</td>\n",
       "      <td>0.094761</td>\n",
       "      <td>1.4800</td>\n",
       "      <td>0.129950</td>\n",
       "      <td>189.3364</td>\n",
       "      <td>16.6250</td>\n",
       "      <td>2.7806</td>\n",
       "      <td>0.24416</td>\n",
       "      <td>1.5857</td>\n",
       "      <td>0.13923</td>\n",
       "      <td>2.3611</td>\n",
       "      <td>0.20732</td>\n",
       "      <td>3.4024</td>\n",
       "      <td>0.032580</td>\n",
       "      <td>3.4057</td>\n",
       "      <td>0.032612</td>\n",
       "      <td>3.3990</td>\n",
       "      <td>0.032548</td>\n",
       "      <td>0.19505</td>\n",
       "      <td>3.0548</td>\n",
       "      <td>0.029253</td>\n",
       "      <td>1.9951</td>\n",
       "      <td>0.019105</td>\n",
       "      <td>3.9624</td>\n",
       "      <td>0.037943</td>\n",
       "      <td>-66.04450</td>\n",
       "      <td>3.6056</td>\n",
       "      <td>0.034527</td>\n",
       "      <td>3.6755</td>\n",
       "      <td>0.035196</td>\n",
       "      <td>3.5053</td>\n",
       "      <td>0.033566</td>\n",
       "      <td>4.7410</td>\n",
       "      <td>3.0979</td>\n",
       "      <td>0.029664</td>\n",
       "      <td>3.0045</td>\n",
       "      <td>0.028771</td>\n",
       "      <td>3.2372</td>\n",
       "      <td>0.030998</td>\n",
       "      <td>-7.4534</td>\n",
       "      <td>3.4836</td>\n",
       "      <td>0.033358</td>\n",
       "      <td>3.7195</td>\n",
       "      <td>0.035618</td>\n",
       "      <td>3.3069</td>\n",
       "      <td>0.031667</td>\n",
       "      <td>11.7443</td>\n",
       "      <td>3.8772</td>\n",
       "      <td>0.037127</td>\n",
       "      <td>4.0006</td>\n",
       "      <td>0.038309</td>\n",
       "      <td>3.7522</td>\n",
       "      <td>0.035930</td>\n",
       "      <td>6.4092</td>\n",
       "      <td>4.1662</td>\n",
       "      <td>0.039895</td>\n",
       "      <td>4.1692</td>\n",
       "      <td>0.039924</td>\n",
       "      <td>4.1635</td>\n",
       "      <td>0.039869</td>\n",
       "      <td>0.13638</td>\n",
       "      <td>3.6269</td>\n",
       "      <td>0.034730</td>\n",
       "      <td>3.4624</td>\n",
       "      <td>0.033155</td>\n",
       "      <td>3.7809</td>\n",
       "      <td>0.036205</td>\n",
       "      <td>-8.7933</td>\n",
       "      <td>4.5618</td>\n",
       "      <td>0.043683</td>\n",
       "      <td>4.6664</td>\n",
       "      <td>0.044684</td>\n",
       "      <td>4.4151</td>\n",
       "      <td>0.042278</td>\n",
       "      <td>5.53350</td>\n",
       "      <td>4.1180</td>\n",
       "      <td>0.039433</td>\n",
       "      <td>4.2801</td>\n",
       "      <td>0.040986</td>\n",
       "      <td>3.8329</td>\n",
       "      <td>0.036704</td>\n",
       "      <td>11.0237</td>\n",
       "      <td>3.2359</td>\n",
       "      <td>0.030987</td>\n",
       "      <td>3.97330</td>\n",
       "      <td>0.038048</td>\n",
       "      <td>2.5862</td>\n",
       "      <td>0.024765</td>\n",
       "      <td>42.2921</td>\n",
       "      <td>3.4404</td>\n",
       "      <td>0.032945</td>\n",
       "      <td>3.8632</td>\n",
       "      <td>0.036993</td>\n",
       "      <td>2.8750</td>\n",
       "      <td>0.027530</td>\n",
       "      <td>29.3315</td>\n",
       "      <td>3.1180</td>\n",
       "      <td>0.029857</td>\n",
       "      <td>2.8567</td>\n",
       "      <td>0.027356</td>\n",
       "      <td>3.3585</td>\n",
       "      <td>0.032160</td>\n",
       "      <td>-16.1449</td>\n",
       "      <td>3.6002</td>\n",
       "      <td>0.034475</td>\n",
       "      <td>3.5832</td>\n",
       "      <td>0.034312</td>\n",
       "      <td>3.6177</td>\n",
       "      <td>0.034643</td>\n",
       "      <td>-0.95827</td>\n",
       "      <td>1.85020</td>\n",
       "      <td>0.017717</td>\n",
       "      <td>2.07910</td>\n",
       "      <td>0.019909</td>\n",
       "      <td>1.60950</td>\n",
       "      <td>0.015412</td>\n",
       "      <td>25.461700</td>\n",
       "      <td>2.9850</td>\n",
       "      <td>0.028583</td>\n",
       "      <td>3.16470</td>\n",
       "      <td>0.030304</td>\n",
       "      <td>2.8088</td>\n",
       "      <td>0.026897</td>\n",
       "      <td>11.91440</td>\n",
       "      <td>3.6356</td>\n",
       "      <td>0.034814</td>\n",
       "      <td>3.9238</td>\n",
       "      <td>0.037574</td>\n",
       "      <td>3.3728</td>\n",
       "      <td>0.032297</td>\n",
       "      <td>15.10390</td>\n",
       "      <td>3.8563</td>\n",
       "      <td>0.036927</td>\n",
       "      <td>4.1015</td>\n",
       "      <td>0.039275</td>\n",
       "      <td>3.5444</td>\n",
       "      <td>0.033941</td>\n",
       "      <td>14.5721</td>\n",
       "      <td>3.0461</td>\n",
       "      <td>0.029169</td>\n",
       "      <td>2.8235</td>\n",
       "      <td>0.027038</td>\n",
       "      <td>3.2505</td>\n",
       "      <td>0.031126</td>\n",
       "      <td>-14.05900</td>\n",
       "      <td>2.9055</td>\n",
       "      <td>0.027823</td>\n",
       "      <td>2.6295</td>\n",
       "      <td>0.025179</td>\n",
       "      <td>3.1456</td>\n",
       "      <td>0.030121</td>\n",
       "      <td>-17.8737</td>\n",
       "      <td>1.4779</td>\n",
       "      <td>0.014152</td>\n",
       "      <td>1.4557</td>\n",
       "      <td>0.013940</td>\n",
       "      <td>1.4994</td>\n",
       "      <td>0.014358</td>\n",
       "      <td>-2.95940</td>\n",
       "      <td>1.8495</td>\n",
       "      <td>0.017711</td>\n",
       "      <td>1.6860</td>\n",
       "      <td>0.016145</td>\n",
       "      <td>1.9982</td>\n",
       "      <td>0.019134</td>\n",
       "      <td>-16.9463</td>\n",
       "      <td>3.1977</td>\n",
       "      <td>0.030620</td>\n",
       "      <td>2.8993</td>\n",
       "      <td>0.027763</td>\n",
       "      <td>3.4261</td>\n",
       "      <td>0.032807</td>\n",
       "      <td>-16.6563</td>\n",
       "      <td>3.1677</td>\n",
       "      <td>0.030333</td>\n",
       "      <td>2.9111</td>\n",
       "      <td>0.027876</td>\n",
       "      <td>3.4270</td>\n",
       "      <td>0.032816</td>\n",
       "      <td>-16.2800</td>\n",
       "      <td>2.4296</td>\n",
       "      <td>0.023266</td>\n",
       "      <td>2.1092</td>\n",
       "      <td>0.020198</td>\n",
       "      <td>2.7060</td>\n",
       "      <td>0.025912</td>\n",
       "      <td>-24.7872</td>\n",
       "      <td>1.6247</td>\n",
       "      <td>0.015558</td>\n",
       "      <td>1.4076</td>\n",
       "      <td>0.013479</td>\n",
       "      <td>1.7837</td>\n",
       "      <td>0.017080</td>\n",
       "      <td>-23.5674</td>\n",
       "      <td>4.0274</td>\n",
       "      <td>0.038566</td>\n",
       "      <td>3.8677</td>\n",
       "      <td>0.037036</td>\n",
       "      <td>4.2080</td>\n",
       "      <td>0.040295</td>\n",
       "      <td>-8.42750</td>\n",
       "      <td>2.6864</td>\n",
       "      <td>0.025725</td>\n",
       "      <td>2.6169</td>\n",
       "      <td>0.025059</td>\n",
       "      <td>2.7550</td>\n",
       "      <td>0.026381</td>\n",
       "      <td>-5.1383</td>\n",
       "      <td>2.9076</td>\n",
       "      <td>0.027842</td>\n",
       "      <td>2.3175</td>\n",
       "      <td>0.022192</td>\n",
       "      <td>3.5502</td>\n",
       "      <td>0.033996</td>\n",
       "      <td>-42.0144</td>\n",
       "      <td>2.6681</td>\n",
       "      <td>0.025549</td>\n",
       "      <td>2.92740</td>\n",
       "      <td>0.028032</td>\n",
       "      <td>2.41180</td>\n",
       "      <td>0.023095</td>\n",
       "      <td>19.3146</td>\n",
       "      <td>2.66520</td>\n",
       "      <td>0.025522</td>\n",
       "      <td>3.12000</td>\n",
       "      <td>0.029876</td>\n",
       "      <td>2.19660</td>\n",
       "      <td>0.021035</td>\n",
       "      <td>34.7337</td>\n",
       "      <td>2.4133</td>\n",
       "      <td>0.023110</td>\n",
       "      <td>2.4344</td>\n",
       "      <td>0.023312</td>\n",
       "      <td>2.3928</td>\n",
       "      <td>0.022913</td>\n",
       "      <td>1.7235</td>\n",
       "      <td>2.5454</td>\n",
       "      <td>0.024375</td>\n",
       "      <td>2.55660</td>\n",
       "      <td>0.024482</td>\n",
       "      <td>2.5359</td>\n",
       "      <td>0.024283</td>\n",
       "      <td>0.81508</td>\n",
       "      <td>2.9636</td>\n",
       "      <td>0.028379</td>\n",
       "      <td>2.7323</td>\n",
       "      <td>0.026164</td>\n",
       "      <td>3.2098</td>\n",
       "      <td>0.030737</td>\n",
       "      <td>-16.0741</td>\n",
       "      <td>1.9941</td>\n",
       "      <td>0.019095</td>\n",
       "      <td>1.8045</td>\n",
       "      <td>0.017279</td>\n",
       "      <td>2.1815</td>\n",
       "      <td>0.020890</td>\n",
       "      <td>-18.9197</td>\n",
       "      <td>1.2943</td>\n",
       "      <td>0.012394</td>\n",
       "      <td>1.2827</td>\n",
       "      <td>0.012283</td>\n",
       "      <td>1.3042</td>\n",
       "      <td>0.012489</td>\n",
       "      <td>-1.66580</td>\n",
       "      <td>1.5294</td>\n",
       "      <td>0.014646</td>\n",
       "      <td>1.4976</td>\n",
       "      <td>0.014341</td>\n",
       "      <td>1.5697</td>\n",
       "      <td>0.015031</td>\n",
       "      <td>-4.6989</td>\n",
       "      <td>1.9723</td>\n",
       "      <td>0.018887</td>\n",
       "      <td>1.9614</td>\n",
       "      <td>0.018782</td>\n",
       "      <td>1.9845</td>\n",
       "      <td>0.019003</td>\n",
       "      <td>-1.1688</td>\n",
       "      <td>2.3058</td>\n",
       "      <td>0.022080</td>\n",
       "      <td>2.1811</td>\n",
       "      <td>0.020886</td>\n",
       "      <td>2.43650</td>\n",
       "      <td>0.023332</td>\n",
       "      <td>-11.0616</td>\n",
       "      <td>2.5589</td>\n",
       "      <td>0.024504</td>\n",
       "      <td>2.2443</td>\n",
       "      <td>0.021491</td>\n",
       "      <td>2.8439</td>\n",
       "      <td>0.027232</td>\n",
       "      <td>-23.5677</td>\n",
       "      <td>2.7919</td>\n",
       "      <td>0.026735</td>\n",
       "      <td>2.2825</td>\n",
       "      <td>0.021857</td>\n",
       "      <td>3.1366</td>\n",
       "      <td>0.030036</td>\n",
       "      <td>-31.5233</td>\n",
       "      <td>1.4321</td>\n",
       "      <td>0.013713</td>\n",
       "      <td>1.2778</td>\n",
       "      <td>0.012236</td>\n",
       "      <td>1.6145</td>\n",
       "      <td>0.015460</td>\n",
       "      <td>-23.2855</td>\n",
       "      <td>1.12510</td>\n",
       "      <td>0.010773</td>\n",
       "      <td>0.96578</td>\n",
       "      <td>0.009248</td>\n",
       "      <td>1.28670</td>\n",
       "      <td>0.012321</td>\n",
       "      <td>-28.4915</td>\n",
       "      <td>3.3012</td>\n",
       "      <td>0.031612</td>\n",
       "      <td>3.1723</td>\n",
       "      <td>0.030378</td>\n",
       "      <td>3.4260</td>\n",
       "      <td>0.032806</td>\n",
       "      <td>-7.6875</td>\n",
       "      <td>3.2995</td>\n",
       "      <td>0.031595</td>\n",
       "      <td>3.3630</td>\n",
       "      <td>0.032204</td>\n",
       "      <td>3.2353</td>\n",
       "      <td>0.030980</td>\n",
       "      <td>3.8720</td>\n",
       "      <td>4.1116</td>\n",
       "      <td>0.039372</td>\n",
       "      <td>4.0539</td>\n",
       "      <td>0.038820</td>\n",
       "      <td>4.1726</td>\n",
       "      <td>0.039957</td>\n",
       "      <td>-2.8860</td>\n",
       "      <td>3.3250</td>\n",
       "      <td>0.031840</td>\n",
       "      <td>2.9778</td>\n",
       "      <td>0.028515</td>\n",
       "      <td>3.6466</td>\n",
       "      <td>0.034919</td>\n",
       "      <td>-20.1903</td>\n",
       "      <td>2.4833</td>\n",
       "      <td>0.023779</td>\n",
       "      <td>2.4664</td>\n",
       "      <td>0.023618</td>\n",
       "      <td>2.4993</td>\n",
       "      <td>0.023933</td>\n",
       "      <td>-1.3233</td>\n",
       "      <td>2.42020</td>\n",
       "      <td>0.023176</td>\n",
       "      <td>2.14810</td>\n",
       "      <td>0.020569</td>\n",
       "      <td>2.65350</td>\n",
       "      <td>0.025410</td>\n",
       "      <td>-21.05350</td>\n",
       "      <td>2.6082</td>\n",
       "      <td>0.024976</td>\n",
       "      <td>2.5847</td>\n",
       "      <td>0.024751</td>\n",
       "      <td>2.6318</td>\n",
       "      <td>0.025201</td>\n",
       "      <td>-1.8040</td>\n",
       "      <td>3.1530</td>\n",
       "      <td>0.030193</td>\n",
       "      <td>3.2516</td>\n",
       "      <td>0.031137</td>\n",
       "      <td>3.0503</td>\n",
       "      <td>0.029209</td>\n",
       "      <td>6.3906</td>\n",
       "      <td>2.6695</td>\n",
       "      <td>0.025563</td>\n",
       "      <td>2.6032</td>\n",
       "      <td>0.024927</td>\n",
       "      <td>2.7432</td>\n",
       "      <td>0.026269</td>\n",
       "      <td>-5.23970</td>\n",
       "      <td>2.2663</td>\n",
       "      <td>0.021702</td>\n",
       "      <td>2.1647</td>\n",
       "      <td>0.020729</td>\n",
       "      <td>2.3666</td>\n",
       "      <td>0.022662</td>\n",
       "      <td>-8.9094</td>\n",
       "      <td>2.7349</td>\n",
       "      <td>0.026189</td>\n",
       "      <td>2.7115</td>\n",
       "      <td>0.025965</td>\n",
       "      <td>2.7589</td>\n",
       "      <td>0.026419</td>\n",
       "      <td>-1.7345</td>\n",
       "      <td>1.9995</td>\n",
       "      <td>0.019147</td>\n",
       "      <td>1.8184</td>\n",
       "      <td>0.017413</td>\n",
       "      <td>2.1486</td>\n",
       "      <td>0.020574</td>\n",
       "      <td>-16.6438</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      Patient  Gender  Age  NP-SLE                            Event  \\\n",
       "0  Paziente 1       0   38       1  Mood abnormalities (depressive)   \n",
       "1  Paziente 2       0   41       0                              Na    \n",
       "2  job1625735       0   58       2                              Na    \n",
       "3  Paziente 3       0   32       0                              Na    \n",
       "4  job1625738       0   42       2                              Na    \n",
       "\n",
       "   Scale factor       SNR  White Matter (WM) volume cm3  \\\n",
       "0       0.67586   42.3566                      438.3091   \n",
       "1       0.70729  105.5166                      472.6302   \n",
       "2       0.80425   32.0757                      444.9024   \n",
       "3       0.65236   49.4839                      407.0018   \n",
       "4       0.66906   32.9605                      354.9196   \n",
       "\n",
       "   White Matter (WM) volume %  Normal Appearing White Matter volume cm3  \\\n",
       "0                     35.4223                                  438.2523   \n",
       "1                     37.2214                                  466.0998   \n",
       "2                     32.3276                                  444.4705   \n",
       "3                     33.7657                                  406.9770   \n",
       "4                     31.1643                                  339.6141   \n",
       "\n",
       "   Normal Appearing White Matter volume %  \\\n",
       "0                                 35.4177   \n",
       "1                                 36.7071   \n",
       "2                                 32.2962   \n",
       "3                                 33.7636   \n",
       "4                                 29.8203   \n",
       "\n",
       "   Abnormal Appearing White Matter volume cm3  \\\n",
       "0                                    0.056772   \n",
       "1                                    6.530400   \n",
       "2                                    0.431880   \n",
       "3                                    0.024789   \n",
       "4                                   15.305500   \n",
       "\n",
       "   Abnormal Appearing White Matter volume %  Grey Matter (GM) volume cm3  \\\n",
       "0                                  0.004588                     607.2233   \n",
       "1                                  0.514290                     629.8268   \n",
       "2                                  0.031381                     726.8558   \n",
       "3                                  0.002057                     601.2282   \n",
       "4                                  1.343900                     551.9610   \n",
       "\n",
       "   Grey Matter (GM) volume %  Subcortical Grey Matter volume cm3  \\\n",
       "0                    49.0733                             37.7753   \n",
       "1                    49.6012                             30.7466   \n",
       "2                    52.8149                             44.1177   \n",
       "3                    49.8791                             37.6050   \n",
       "4                    48.4658                             25.4994   \n",
       "\n",
       "   Subcortical Grey Matter volume %  Cortical Grey Matter volume cm3  \\\n",
       "0                            3.0528                         487.2185   \n",
       "1                            2.4214                         496.8705   \n",
       "2                            3.2057                         572.6995   \n",
       "3                            3.1198                         469.8954   \n",
       "4                            2.2390                         439.6392   \n",
       "\n",
       "   Cortical Grey Matter volume %  Cerebellar Grey Matter volume cm3  \\\n",
       "0                        39.3750                            82.2295   \n",
       "1                        39.1304                           102.2098   \n",
       "2                        41.6136                           110.0385   \n",
       "3                        38.9835                            93.7278   \n",
       "4                        38.6032                            86.8224   \n",
       "\n",
       "   Cerebellar Grey Matter volume %  Cerebro Spinal Fluid (CSF) volume cm3  \\\n",
       "0                           6.6454                               175.8709   \n",
       "1                           8.0494                               150.9880   \n",
       "2                           7.9956                               184.8222   \n",
       "3                           7.7758                               180.8303   \n",
       "4                           7.6236                               216.6235   \n",
       "\n",
       "   Cerebro Spinal Fluid (CSF) volume %  Brain (WM+GM) volume cm3  \\\n",
       "0                              14.2132                 1045.5324   \n",
       "1                              11.8909                 1102.4571   \n",
       "2                              13.4296                 1171.7582   \n",
       "3                              15.0020                 1008.2300   \n",
       "4                              19.0210                  906.8806   \n",
       "\n",
       "   Brain (WM+GM) volume %  Intracranial Cavity (IC) volume cm3  \\\n",
       "0                 84.4956                            1237.3807   \n",
       "1                 86.8225                            1269.7821   \n",
       "2                 85.1425                            1376.2313   \n",
       "3                 83.6448                            1205.3704   \n",
       "4                 79.6301                            1138.8671   \n",
       "\n",
       "   Intracranial Cavity (IC) volume %  Cerebrum total volume cm3  \\\n",
       "0                                100                   939.7768   \n",
       "1                                100                   974.2785   \n",
       "2                                100                  1031.4366   \n",
       "3                                100                   888.4647   \n",
       "4                                100                   787.6481   \n",
       "\n",
       "   Cerebrum total volume %  Cerebrum right volume cm3  \\\n",
       "0                  75.9489                   468.6499   \n",
       "1                  76.7280                   489.6307   \n",
       "2                  74.9465                   519.9683   \n",
       "3                  73.7089                   444.3217   \n",
       "4                  69.1607                   396.6853   \n",
       "\n",
       "   Cerebrum right volume %  Cerebrum left volume cm3  Cerebrum left volume %  \\\n",
       "0                  37.8743                  471.1269                 38.0745   \n",
       "1                  38.5602                  484.6478                 38.1678   \n",
       "2                  37.7820                  511.4683                 37.1644   \n",
       "3                  36.8618                  444.1430                 36.8470   \n",
       "4                  34.8316                  390.9628                 34.3291   \n",
       "\n",
       "   Cerebrum volume asymmetry  Cerebrum WM total volume cm3  \\\n",
       "0                  -0.527150                      414.7830   \n",
       "1                   1.022900                      446.6614   \n",
       "2                   1.648200                      414.6193   \n",
       "3                   0.040237                      380.9643   \n",
       "4                   1.453100                      322.5095   \n",
       "\n",
       "   Cerebrum WM total volume %  Cerebrum WM right volume cm3  \\\n",
       "0                     33.5210                      205.1885   \n",
       "1                     35.1762                      226.0428   \n",
       "2                     30.1272                      210.6634   \n",
       "3                     31.6056                      189.2789   \n",
       "4                     28.3185                      166.8378   \n",
       "\n",
       "   Cerebrum WM right volume %  Cerebrum WM left volume cm3  \\\n",
       "0                     16.5825                     209.5945   \n",
       "1                     17.8017                     220.6186   \n",
       "2                     15.3073                     203.9560   \n",
       "3                     15.7030                     191.6854   \n",
       "4                     14.6494                     155.6718   \n",
       "\n",
       "   Cerebrum WM left volume %  Cerebrum WM volume asymmetry  \\\n",
       "0                    16.9386                       -2.1245   \n",
       "1                    17.3745                        2.4288   \n",
       "2                    14.8199                        3.2355   \n",
       "3                    15.9026                       -1.2634   \n",
       "4                    13.6690                        6.9245   \n",
       "\n",
       "   Cerebrum GM total volume cm3  Cerebrum GM total volume %  \\\n",
       "0                      524.9938                     42.4278   \n",
       "1                      527.6171                     41.5518   \n",
       "2                      616.8172                     44.8193   \n",
       "3                      507.5004                     42.1033   \n",
       "4                      465.1386                     40.8422   \n",
       "\n",
       "   Cerebrum GM right volume cm3  Cerebrum GM right volume %  \\\n",
       "0                      263.4614                     21.2919   \n",
       "1                      263.5879                     20.7585   \n",
       "2                      309.3050                     22.4748   \n",
       "3                      255.0428                     21.1589   \n",
       "4                      229.8475                     20.1821   \n",
       "\n",
       "   Cerebrum GM left volume cm3  Cerebrum GM left volume %  \\\n",
       "0                     261.5325                    21.1360   \n",
       "1                     264.0292                    20.7933   \n",
       "2                     307.5123                    22.3445   \n",
       "3                     252.4575                    20.9444   \n",
       "4                     235.2910                    20.6601   \n",
       "\n",
       "   Cerebrum GM volume asymmetry  Cerebellum total volume cm3  \\\n",
       "0                       0.73483                      98.8071   \n",
       "1                      -0.16730                     119.8623   \n",
       "2                       0.58126                     130.7688   \n",
       "3                       1.01880                     111.9768   \n",
       "4                      -2.34060                     112.5051   \n",
       "\n",
       "   Cerebellum total volume %  Cerebellum right volume cm3  \\\n",
       "0                     7.9852                      49.8084   \n",
       "1                     9.4396                      59.9718   \n",
       "2                     9.5019                      65.9811   \n",
       "3                     9.2898                      55.5239   \n",
       "4                     9.8787                      56.5720   \n",
       "\n",
       "   Cerebellum right volume %  Cerebellum left volume cm3  \\\n",
       "0                     4.0253                     48.9987   \n",
       "1                     4.7230                     59.8905   \n",
       "2                     4.7943                     64.7876   \n",
       "3                     4.6064                     56.4529   \n",
       "4                     4.9674                     55.9331   \n",
       "\n",
       "   Cerebellum left volume %  Cerebellum volume asymmetry  \\\n",
       "0                    3.9599                      1.63890   \n",
       "1                    4.7166                      0.13572   \n",
       "2                    4.7076                      1.82540   \n",
       "3                    4.6834                     -1.65920   \n",
       "4                    4.9113                      1.13590   \n",
       "\n",
       "   Cerebellum WM total volume cm3  Cerebellum WM total volume %  \\\n",
       "0                         23.5261                        1.9013   \n",
       "1                         25.9689                        2.0451   \n",
       "2                         30.2831                        2.2004   \n",
       "3                         26.0375                        2.1601   \n",
       "4                         32.4101                        2.8458   \n",
       "\n",
       "   Cerebellum WM right volume cm3  Cerebellum WM right volume %  \\\n",
       "0                         11.8945                       0.96126   \n",
       "1                         14.4888                       1.14100   \n",
       "2                         15.4085                       1.11960   \n",
       "3                         12.6661                       1.05080   \n",
       "4                         17.2337                       1.51320   \n",
       "\n",
       "   Cerebellum WM left volume cm3  Cerebellum WM left volume %  \\\n",
       "0                        11.6316                      0.94002   \n",
       "1                        11.4800                      0.90409   \n",
       "2                        14.8745                      1.08080   \n",
       "3                        13.3713                      1.10930   \n",
       "4                        15.1764                      1.33260   \n",
       "\n",
       "   Cerebellum WM volume asymmetry  Cerebellum GM total volume cm3  \\\n",
       "0                          2.2351                         82.2295   \n",
       "1                         23.1725                        102.2098   \n",
       "2                          3.5268                        110.0385   \n",
       "3                         -5.4168                         93.7278   \n",
       "4                         12.6959                         86.8224   \n",
       "\n",
       "   Cerebellum GM total volume %  Cerebellum GM right volume cm3  \\\n",
       "0                        6.6454                         37.9139   \n",
       "1                        8.0494                         45.4830   \n",
       "2                        7.9956                         50.5726   \n",
       "3                        7.7758                         42.8578   \n",
       "4                        7.6236                         39.3383   \n",
       "\n",
       "   Cerebellum GM right volume %  Cerebellum GM left volume cm3  \\\n",
       "0                        3.0640                        37.3671   \n",
       "1                        3.5820                        48.4105   \n",
       "2                        3.6747                        49.9131   \n",
       "3                        3.5556                        43.0815   \n",
       "4                        3.4542                        40.7567   \n",
       "\n",
       "   Cerebellum GM left volume %  Cerebellum GM volume asymmetry  \\\n",
       "0                       3.0199                         1.45260   \n",
       "1                       3.8125                        -6.23570   \n",
       "2                       3.6268                         1.31260   \n",
       "3                       3.5741                        -0.52073   \n",
       "4                       3.5787                        -3.54180   \n",
       "\n",
       "   Vermis volume cm3  Vermis volume %  Brainstem volume cm3  \\\n",
       "0             6.9485          0.56155               15.9774   \n",
       "1             8.3163          0.65494               16.3370   \n",
       "2             9.5528          0.69413               19.6509   \n",
       "3             7.7885          0.64615               16.3102   \n",
       "4             6.7274          0.59071               15.3630   \n",
       "\n",
       "   Brainstem volume %  Accumbens total volume cm3  Accumbens total volume %  \\\n",
       "0              1.2912                     0.63734                  0.051507   \n",
       "1              1.2866                     0.24048                  0.018939   \n",
       "2              1.4279                     0.49059                  0.035647   \n",
       "3              1.3531                     0.63474                  0.052659   \n",
       "4              1.3490                     0.41683                  0.036600   \n",
       "\n",
       "   Accumbens right volume cm3  Accumbens right volume %  \\\n",
       "0                     0.27305                  0.022067   \n",
       "1                     0.10044                  0.007910   \n",
       "2                     0.22680                  0.016480   \n",
       "3                     0.31965                  0.026519   \n",
       "4                     0.24488                  0.021502   \n",
       "\n",
       "   Accumbens left volume cm3  Accumbens left volume %  \\\n",
       "0                    0.36429                 0.029440   \n",
       "1                    0.14004                 0.011029   \n",
       "2                    0.26379                 0.019168   \n",
       "3                    0.31509                 0.026140   \n",
       "4                    0.17195                 0.015098   \n",
       "\n",
       "   Accumbens volume asymmetry  Amygdala total volume cm3  \\\n",
       "0                    -28.6320                     1.6978   \n",
       "1                    -32.9412                     1.8623   \n",
       "2                    -15.0820                     2.0146   \n",
       "3                      1.4388                     1.6792   \n",
       "4                     34.9920                     1.3970   \n",
       "\n",
       "   Amygdala total volume %  Amygdala right volume cm3  \\\n",
       "0                  0.13721                    0.85294   \n",
       "1                  0.14666                    0.86502   \n",
       "2                  0.14639                    1.00370   \n",
       "3                  0.13931                    0.84154   \n",
       "4                  0.12267                    0.64765   \n",
       "\n",
       "   Amygdala right volume %  Amygdala left volume cm3  Amygdala left volume %  \\\n",
       "0                 0.068931                   0.84483                0.068276   \n",
       "1                 0.068123                   0.99728                0.078539   \n",
       "2                 0.072931                   1.01090                0.073457   \n",
       "3                 0.069816                   0.83762                0.069491   \n",
       "4                 0.056868                   0.74935                0.065798   \n",
       "\n",
       "   Amygdala volume asymmetry  Basal Forebrain total volume cm3  \\\n",
       "0                    0.95541                           0.65221   \n",
       "1                  -14.20430                           0.78721   \n",
       "2                   -0.71856                           0.72704   \n",
       "3                    0.46620                           0.65888   \n",
       "4                  -14.55940                           0.47169   \n",
       "\n",
       "   Basal Forebrain total volume %  Basal Forebrain right volume cm3  \\\n",
       "0                        0.052709                           0.31968   \n",
       "1                        0.061996                           0.40740   \n",
       "2                        0.052828                           0.34422   \n",
       "3                        0.054662                           0.35684   \n",
       "4                        0.041417                           0.21611   \n",
       "\n",
       "   Basal Forebrain right volume %  Basal Forebrain left volume cm3  \\\n",
       "0                        0.025835                          0.33252   \n",
       "1                        0.032084                          0.37981   \n",
       "2                        0.025012                          0.38282   \n",
       "3                        0.029604                          0.30204   \n",
       "4                        0.018976                          0.25558   \n",
       "\n",
       "   Basal Forebrain left volume %  Basal Forebrain volume asymmetry  \\\n",
       "0                       0.026873                           -3.9378   \n",
       "1                       0.029912                            7.0081   \n",
       "2                       0.027817                          -10.6195   \n",
       "3                       0.025058                           16.6337   \n",
       "4                       0.022442                          -16.7376   \n",
       "\n",
       "   Caudate total volume cm3  Caudate total volume %  Caudate right volume cm3  \\\n",
       "0                    7.5068                 0.60667                    3.7517   \n",
       "1                    5.1752                 0.40757                    2.6948   \n",
       "2                    8.5451                 0.62091                    4.3510   \n",
       "3                    6.7995                 0.56410                    3.3577   \n",
       "4                    5.5820                 0.49014                    2.8522   \n",
       "\n",
       "   Caudate right volume %  Caudate left volume cm3  Caudate left volume %  \\\n",
       "0                 0.30320                   3.7551                0.30347   \n",
       "1                 0.21222                   2.4805                0.19535   \n",
       "2                 0.31615                   4.1941                0.30476   \n",
       "3                 0.27856                   3.4418                0.28554   \n",
       "4                 0.25044                   2.7298                0.23969   \n",
       "\n",
       "   Caudate volume asymmetry  Hippocampus total volume cm3  \\\n",
       "0                 -0.090033                        7.0912   \n",
       "1                  8.282100                        7.8071   \n",
       "2                  3.670600                        9.2014   \n",
       "3                 -2.475300                        7.2640   \n",
       "4                  4.386900                        5.6596   \n",
       "\n",
       "   Hippocampus total volume %  Hippocampus right volume cm3  \\\n",
       "0                     0.57308                        3.7470   \n",
       "1                     0.61484                        4.0867   \n",
       "2                     0.66859                        4.6373   \n",
       "3                     0.60263                        3.6662   \n",
       "4                     0.49695                        2.6796   \n",
       "\n",
       "   Hippocampus right volume %  Hippocampus left volume cm3  \\\n",
       "0                     0.30282                       3.3442   \n",
       "1                     0.32184                       3.7203   \n",
       "2                     0.33696                       4.5641   \n",
       "3                     0.30416                       3.5977   \n",
       "4                     0.23529                       2.9800   \n",
       "\n",
       "   Hippocampus left volume %  Hippocampus volume asymmetry  \\\n",
       "0                    0.27026                       11.3610   \n",
       "1                    0.29299                        9.3858   \n",
       "2                    0.33164                        1.5908   \n",
       "3                    0.29848                        1.8859   \n",
       "4                    0.26166                      -10.6159   \n",
       "\n",
       "   Pallidum total volume cm3  Pallidum total volume %  \\\n",
       "0                     2.0445                  0.16523   \n",
       "1                     2.2464                  0.17691   \n",
       "2                     2.7007                  0.19624   \n",
       "3                     2.3178                  0.19229   \n",
       "4                     1.8694                  0.16414   \n",
       "\n",
       "   Pallidum right volume cm3  Pallidum right volume %  \\\n",
       "0                    1.12800                 0.091161   \n",
       "1                    1.50650                 0.118640   \n",
       "2                    1.24100                 0.090170   \n",
       "3                    1.14100                 0.094657   \n",
       "4                    0.85774                 0.075315   \n",
       "\n",
       "   Pallidum left volume cm3  Pallidum left volume %  \\\n",
       "0                   0.91647                0.074065   \n",
       "1                   0.73983                0.058264   \n",
       "2                   1.45970                0.106070   \n",
       "3                   1.17680                0.097634   \n",
       "4                   1.01160                0.088827   \n",
       "\n",
       "   Pallidum volume asymmetry  Putamen total volume cm3  \\\n",
       "0                    20.6942                    7.7352   \n",
       "1                    68.2620                    3.4346   \n",
       "2                   -16.2001                    8.5411   \n",
       "3                    -3.0960                    8.1310   \n",
       "4                   -16.4639                    6.1300   \n",
       "\n",
       "   Putamen total volume %  Putamen right volume cm3  Putamen right volume %  \\\n",
       "0                 0.62513                    3.9187                 0.31669   \n",
       "1                 0.27049                    1.4556                 0.11463   \n",
       "2                 0.62061                    4.2842                 0.31130   \n",
       "3                 0.67456                    4.0231                 0.33376   \n",
       "4                 0.53825                    2.8883                 0.25362   \n",
       "\n",
       "   Putamen left volume cm3  Putamen left volume %  Putamen volume asymmetry  \\\n",
       "0                   3.8166                0.30844                    2.6387   \n",
       "1                   1.9790                0.15585                  -30.4778   \n",
       "2                   4.2569                0.30931                    0.6403   \n",
       "3                   4.1079                0.34080                   -2.0860   \n",
       "4                   3.2416                0.28463                  -11.5259   \n",
       "\n",
       "   Thalamus total volume cm3  Thalamus total volume %  \\\n",
       "0                    10.4103                  0.84132   \n",
       "1                     9.1934                  0.72401   \n",
       "2                    11.8972                  0.86448   \n",
       "3                    10.1200                  0.83957   \n",
       "4                     3.9729                  0.34885   \n",
       "\n",
       "   Thalamus right volume cm3  Thalamus right volume %  \\\n",
       "0                     5.0217                  0.40583   \n",
       "1                     4.4114                  0.34741   \n",
       "2                     5.9579                  0.43291   \n",
       "3                     4.9997                  0.41478   \n",
       "4                     1.8854                  0.16555   \n",
       "\n",
       "   Thalamus left volume cm3  Thalamus left volume %  \\\n",
       "0                    5.3887                 0.43549   \n",
       "1                    4.7820                 0.37660   \n",
       "2                    5.9394                 0.43157   \n",
       "3                    5.1203                 0.42479   \n",
       "4                    2.0875                 0.18329   \n",
       "\n",
       "   Thalamus volume asymmetry  Ventral DC total volume cm3  \\\n",
       "0                   -7.05060                       8.4016   \n",
       "1                   -8.06280                       8.8913   \n",
       "2                    0.31096                       8.6601   \n",
       "3                   -2.38510                       7.9548   \n",
       "4                  -10.17180                       7.9993   \n",
       "\n",
       "   Ventral DC total volume %  Ventral DC right volume cm3  \\\n",
       "0                    0.67899                       4.1005   \n",
       "1                    0.70023                       4.4425   \n",
       "2                    0.62926                       4.3429   \n",
       "3                    0.65995                       3.9004   \n",
       "4                    0.70239                       4.1703   \n",
       "\n",
       "   Ventral DC right volume %  Ventral DC left volume cm3  \\\n",
       "0                    0.33138                      4.3012   \n",
       "1                    0.34986                      4.4489   \n",
       "2                    0.31557                      4.3172   \n",
       "3                    0.32359                      4.0544   \n",
       "4                    0.36618                      3.8291   \n",
       "\n",
       "   Ventral DC left volume %  Ventral DC volume asymmetry  \\\n",
       "0                   0.34760                     -4.77840   \n",
       "1                   0.35036                     -0.14319   \n",
       "2                   0.31370                      0.59435   \n",
       "3                   0.33636                     -3.87080   \n",
       "4                   0.33622                      8.53130   \n",
       "\n",
       "   Frontal total volume cm3  Frontal total volume %  Frontal right volume cm3  \\\n",
       "0                  166.3960                 13.4474                   83.6941   \n",
       "1                  164.8346                 12.9813                   84.5134   \n",
       "2                  196.3703                 14.2687                  100.3249   \n",
       "3                  157.5190                 13.0681                   78.8397   \n",
       "4                  153.3956                 13.4691                   76.9718   \n",
       "\n",
       "   Frontal right volume %  Frontal left volume cm3  Frontal left volume %  \\\n",
       "0                  6.7638                  82.7019                 6.6836   \n",
       "1                  6.6557                  80.3213                 6.3256   \n",
       "2                  7.2898                  96.0455                 6.9789   \n",
       "3                  6.5407                  78.6793                 6.5274   \n",
       "4                  6.7586                  76.4238                 6.7105   \n",
       "\n",
       "   Frontal volume asymmetry  FRP total volume cm3  FRP total volume %  \\\n",
       "0                   1.19250                6.0544             0.48929   \n",
       "1                   5.08640                5.8903             0.46388   \n",
       "2                   4.35850                5.0257             0.36518   \n",
       "3                   0.20376                5.6911             0.47215   \n",
       "4                   0.71444                5.6128             0.49284   \n",
       "\n",
       "   FRP right volume cm3  FRP right volume %  FRP left volume cm3  \\\n",
       "0                2.9150             0.23558               3.1394   \n",
       "1                3.0732             0.24202               2.8171   \n",
       "2                2.6267             0.19086               2.3991   \n",
       "3                2.8606             0.23732               2.8306   \n",
       "4                2.5893             0.22736               3.0235   \n",
       "\n",
       "   FRP left volume %  FRP volume asymmetry  GRe total volume cm3  \\\n",
       "0            0.25371               -7.4124                4.5763   \n",
       "1            0.22186                8.6936                3.8469   \n",
       "2            0.17432                9.0574                3.4494   \n",
       "3            0.23483                1.0546                4.0792   \n",
       "4            0.26548              -15.4726                2.2842   \n",
       "\n",
       "   GRe total volume %  GRe right volume cm3  GRe right volume %  \\\n",
       "0             0.36983                2.5568             0.20663   \n",
       "1             0.30296                1.8920             0.14900   \n",
       "2             0.25064                1.8256             0.13265   \n",
       "3             0.33842                1.9584             0.16247   \n",
       "4             0.20057                1.3462             0.11820   \n",
       "\n",
       "   GRe left volume cm3  GRe left volume %  GRe volume asymmetry  \\\n",
       "0              2.01950           0.163210               23.4825   \n",
       "1              1.95490           0.153960               -3.2727   \n",
       "2              1.62380           0.117990               11.7044   \n",
       "3              2.12080           0.175950               -7.9642   \n",
       "4              0.93803           0.082365               35.7352   \n",
       "\n",
       "   OpIFG total volume cm3  OpIFG total volume %  OpIFG right volume cm3  \\\n",
       "0                  6.1152               0.49421                  4.0227   \n",
       "1                  7.2625               0.57194                  5.0020   \n",
       "2                  8.7631               0.63674                  4.6598   \n",
       "3                  5.9814               0.49623                  3.1952   \n",
       "4                  7.3503               0.64541                  4.4018   \n",
       "\n",
       "   OpIFG right volume %  OpIFG left volume cm3  OpIFG left volume %  \\\n",
       "0               0.32510                 2.0925              0.16910   \n",
       "1               0.39392                 2.2605              0.17802   \n",
       "2               0.33859                 4.1033              0.29815   \n",
       "3               0.26508                 2.7862              0.23115   \n",
       "4               0.38650                 2.9486              0.25890   \n",
       "\n",
       "   OpIFG volume asymmetry  OrIFG total volume cm3  OrIFG total volume %  \\\n",
       "0                 63.1300                  3.3780               0.27299   \n",
       "1                 75.4967                  3.0187               0.23773   \n",
       "2                 12.7019                  3.2258               0.23440   \n",
       "3                 13.6765                  2.5598               0.21237   \n",
       "4                 39.5412                  2.8020               0.24604   \n",
       "\n",
       "   OrIFG right volume cm3  OrIFG right volume %  OrIFG left volume cm3  \\\n",
       "0                  1.6092              0.130050                 1.7687   \n",
       "1                  1.0383              0.081770                 1.9804   \n",
       "2                  1.6913              0.122900                 1.5345   \n",
       "3                  0.9968              0.082696                 1.5630   \n",
       "4                  1.1996              0.105340                 1.6024   \n",
       "\n",
       "   OrIFG left volume %  OrIFG volume asymmetry  TrIFG total volume cm3  \\\n",
       "0              0.14294                 -9.4438                  7.0594   \n",
       "1              0.15596                -62.4180                  7.5659   \n",
       "2              0.11150                  9.7233                  6.2007   \n",
       "3              0.12967                -44.2406                  6.1224   \n",
       "4              0.14070                -28.7488                  5.7593   \n",
       "\n",
       "   TrIFG total volume %  TrIFG right volume cm3  TrIFG right volume %  \\\n",
       "0               0.57051                  2.9670               0.23978   \n",
       "1               0.59584                  3.2521               0.25612   \n",
       "2               0.45056                  3.0891               0.22446   \n",
       "3               0.50792                  3.0217               0.25069   \n",
       "4               0.50570                  2.8977               0.25444   \n",
       "\n",
       "   TrIFG left volume cm3  TrIFG left volume %  TrIFG volume asymmetry  \\\n",
       "0                 4.0923              0.33073               -31.88130   \n",
       "1                 4.3138              0.33972               -28.06390   \n",
       "2                 3.1116              0.22610                -0.72633   \n",
       "3                 3.1006              0.25724                -2.57860   \n",
       "4                 2.8616              0.25127                 1.25460   \n",
       "\n",
       "   MFC total volume cm3  MFC total volume %  MFC right volume cm3  \\\n",
       "0                3.3705             0.27239               2.13980   \n",
       "1                2.9140             0.22949               1.38560   \n",
       "2                3.1808             0.23112               1.88190   \n",
       "3                2.6414             0.21913               1.40320   \n",
       "4                1.7570             0.15427               0.83232   \n",
       "\n",
       "   MFC right volume %  MFC left volume cm3  MFC left volume %  \\\n",
       "0            0.172930              1.23070           0.099464   \n",
       "1            0.109120              1.52850           0.120370   \n",
       "2            0.136750              1.29890           0.094378   \n",
       "3            0.116410              1.23820           0.102720   \n",
       "4            0.073083              0.92465           0.081190   \n",
       "\n",
       "   MFC volume asymmetry  MFG total volume cm3  MFG total volume %  \\\n",
       "0               53.9402               32.7591              2.6475   \n",
       "1               -9.8058               41.9119              3.3007   \n",
       "2               36.6625               42.6081              3.0960   \n",
       "3               12.4969               32.9178              2.7309   \n",
       "4              -10.5103               38.2798              3.3612   \n",
       "\n",
       "   MFG right volume cm3  MFG right volume %  MFG left volume cm3  \\\n",
       "0               17.0439              1.3774              15.7152   \n",
       "1               21.8475              1.7206              20.0644   \n",
       "2               21.9133              1.5923              20.6949   \n",
       "3               17.0030              1.4106              15.9149   \n",
       "4               18.5130              1.6256              19.7668   \n",
       "\n",
       "   MFG left volume %  MFG volume asymmetry  AOrG total volume cm3  \\\n",
       "0             1.2700                8.1122                 3.7064   \n",
       "1             1.5801                8.5087                 3.5831   \n",
       "2             1.5037                5.7192                 4.6437   \n",
       "3             1.3203                6.6112                 3.3505   \n",
       "4             1.7357               -6.5508                 2.9198   \n",
       "\n",
       "   AOrG total volume %  AOrG right volume cm3  AOrG right volume %  \\\n",
       "0              0.29954                 2.2013              0.17790   \n",
       "1              0.28218                 1.9252              0.15162   \n",
       "2              0.33742                 2.5672              0.18654   \n",
       "3              0.27796                 1.9962              0.16561   \n",
       "4              0.25638                 1.7048              0.14969   \n",
       "\n",
       "   AOrG left volume cm3  AOrG left volume %  AOrG volume asymmetry  \\\n",
       "0                1.5051             0.12164                37.5638   \n",
       "1                1.6579             0.13056                14.9230   \n",
       "2                2.0766             0.15089                21.1292   \n",
       "3                1.3543             0.11235                38.3178   \n",
       "4                1.2150             0.10669                33.5472   \n",
       "\n",
       "   LOrG total volume cm3  LOrG total volume %  LOrG right volume cm3  \\\n",
       "0                 3.7970              0.30686                 1.7802   \n",
       "1                 3.6079              0.28413                 1.8128   \n",
       "2                 3.6834              0.26765                 1.7348   \n",
       "3                 3.8554              0.31985                 1.7340   \n",
       "4                 3.4644              0.30420                 2.2086   \n",
       "\n",
       "   LOrG right volume %  LOrG left volume cm3  LOrG left volume %  \\\n",
       "0              0.14387                2.0168             0.16299   \n",
       "1              0.14276                1.7951             0.14137   \n",
       "2              0.12605                1.9487             0.14160   \n",
       "3              0.14385                2.1215             0.17600   \n",
       "4              0.19393                1.2558             0.11027   \n",
       "\n",
       "   LOrG volume asymmetry  MOrG total volume cm3  MOrG total volume %  \\\n",
       "0               -12.4600                 9.9122              0.80106   \n",
       "1                 0.9802                 7.8636              0.61929   \n",
       "2               -11.6157                 9.3091              0.67642   \n",
       "3               -20.1015                 8.3984              0.69675   \n",
       "4                55.0019                 6.1822              0.54283   \n",
       "\n",
       "   MOrG right volume cm3  MOrG right volume %  MOrG left volume cm3  \\\n",
       "0                 5.1785              0.41850                4.7337   \n",
       "1                 3.9120              0.30809                3.9516   \n",
       "2                 4.8818              0.35472                4.4274   \n",
       "3                 3.9800              0.33019                4.4184   \n",
       "4                 2.8957              0.25426                3.2864   \n",
       "\n",
       "   MOrG left volume %  MOrG volume asymmetry  POrG total volume cm3  \\\n",
       "0             0.38256                 8.9731                 5.4752   \n",
       "1             0.31121                -1.0074                 4.6137   \n",
       "2             0.32170                 9.7624                 7.1747   \n",
       "3             0.36656               -10.4396                 5.5137   \n",
       "4             0.28857               -12.6407                 4.2660   \n",
       "\n",
       "   POrG total volume %  POrG right volume cm3  POrG right volume %  \\\n",
       "0              0.44248                 2.7859              0.22515   \n",
       "1              0.36334                 2.2485              0.17708   \n",
       "2              0.52133                 3.6046              0.26192   \n",
       "3              0.45743                 2.7353              0.22693   \n",
       "4              0.37458                 2.4407              0.21431   \n",
       "\n",
       "   POrG left volume cm3  POrG left volume %  POrG volume asymmetry  \\\n",
       "0                2.6893             0.21733                3.53040   \n",
       "1                2.3652             0.18627               -5.05900   \n",
       "2                3.5700             0.25941                0.96402   \n",
       "3                2.7784             0.23050               -1.56180   \n",
       "4                1.8252             0.16027               28.85820   \n",
       "\n",
       "   PrG total volume cm3  PrG total volume %  PrG right volume cm3  \\\n",
       "0               22.7664              1.8399               10.8963   \n",
       "1               22.0017              1.7327               11.1879   \n",
       "2               33.5628              2.4387               16.7854   \n",
       "3               22.8892              1.8989               11.0907   \n",
       "4               26.3116              2.3103               12.6125   \n",
       "\n",
       "   PrG right volume %  PrG left volume cm3  PrG left volume %  \\\n",
       "0             0.88059              11.8702            0.95930   \n",
       "1             0.88109              10.8138            0.85162   \n",
       "2             1.21970              16.7774            1.21910   \n",
       "3             0.92011              11.7985            0.97883   \n",
       "4             1.10750              13.6991            1.20290   \n",
       "\n",
       "   PrG volume asymmetry  MPrG total volume cm3  MPrG total volume %  \\\n",
       "0             -8.555700                 4.7939              0.38742   \n",
       "1              3.401200                 4.8138              0.37911   \n",
       "2              0.047925                 4.6574              0.33842   \n",
       "3             -6.184600                 4.8477              0.40217   \n",
       "4             -8.259200                 3.6845              0.32353   \n",
       "\n",
       "   MPrG right volume cm3  MPrG right volume %  MPrG left volume cm3  \\\n",
       "0                 2.6737              0.21608                2.1202   \n",
       "1                 2.5137              0.19796                2.3001   \n",
       "2                 2.1304              0.15480                2.5269   \n",
       "3                 2.3341              0.19364                2.5135   \n",
       "4                 1.8720              0.16438                1.8125   \n",
       "\n",
       "   MPrG left volume %  MPrG volume asymmetry  SCA total volume cm3  \\\n",
       "0             0.17134                23.0932                3.0596   \n",
       "1             0.18114                 8.8745                2.6941   \n",
       "2             0.18361               -17.0264                2.4200   \n",
       "3             0.20853                -7.4014                2.4953   \n",
       "4             0.15915                 3.2322                1.5690   \n",
       "\n",
       "   SCA total volume %  SCA right volume cm3  SCA right volume %  \\\n",
       "0             0.24727               1.60790            0.129940   \n",
       "1             0.21217               1.33110            0.104830   \n",
       "2             0.17584               1.29890            0.094378   \n",
       "3             0.20701               1.23620            0.102560   \n",
       "4             0.13776               0.80421            0.070615   \n",
       "\n",
       "   SCA left volume cm3  SCA left volume %  SCA volume asymmetry  \\\n",
       "0              1.45180           0.117320               10.2054   \n",
       "1              1.36290           0.107340               -2.3628   \n",
       "2              1.12110           0.081463               14.6893   \n",
       "3              1.25900           0.104450               -1.8301   \n",
       "4              0.76474           0.067149                5.0320   \n",
       "\n",
       "   SFG total volume cm3  SFG total volume %  SFG right volume cm3  \\\n",
       "0               26.3289              2.1278               12.5933   \n",
       "1               23.1156              1.8204               11.9971   \n",
       "2               35.7552              2.5980               18.4679   \n",
       "3               24.1176              2.0008               11.6915   \n",
       "4               24.7768              2.1756               12.2646   \n",
       "\n",
       "   SFG right volume %  SFG left volume cm3  SFG left volume %  \\\n",
       "0             1.01770              13.7356            1.11010   \n",
       "1             0.94481              11.1186            0.87563   \n",
       "2             1.34190              17.2873            1.25610   \n",
       "3             0.96995              12.4261            1.03090   \n",
       "4             1.07690              12.5122            1.09860   \n",
       "\n",
       "   SFG volume asymmetry  MSFG total volume cm3  MSFG total volume %  \\\n",
       "0               -8.6765                13.5733              1.09690   \n",
       "1                7.6005                12.4370              0.97946   \n",
       "2                6.6040                13.1333              0.95430   \n",
       "3               -6.0914                12.4985              1.03690   \n",
       "4               -1.9983                 9.4064              0.82594   \n",
       "\n",
       "   MSFG right volume cm3  MSFG right volume %  MSFG left volume cm3  \\\n",
       "0                 6.6370              0.53637                6.9364   \n",
       "1                 6.2150              0.48945                6.2220   \n",
       "2                 6.0431              0.43911                7.0902   \n",
       "3                 6.4387              0.53417                6.0597   \n",
       "4                 4.4867              0.39397                4.9196   \n",
       "\n",
       "   MSFG left volume %  MSFG volume asymmetry  SMC total volume cm3  \\\n",
       "0             0.56057               -4.41170                9.6702   \n",
       "1             0.49001               -0.11374                7.6939   \n",
       "2             0.51519              -15.94610                9.5770   \n",
       "3             0.50273                6.06500                9.5596   \n",
       "4             0.43198               -9.20410                6.9696   \n",
       "\n",
       "   SMC total volume %  SMC right volume cm3  SMC right volume %  \\\n",
       "0             0.78151                4.0856             0.33018   \n",
       "1             0.60592                3.8795             0.30552   \n",
       "2             0.69588                5.1230             0.37225   \n",
       "3             0.79309                5.1640             0.42842   \n",
       "4             0.61198                3.9020             0.34262   \n",
       "\n",
       "   SMC left volume cm3  SMC left volume %  SMC volume asymmetry  \\\n",
       "0               5.5847            0.45133              -31.0036   \n",
       "1               3.8144            0.30040                1.6915   \n",
       "2               4.4539            0.32363               13.9738   \n",
       "3               4.3956            0.36467               16.0775   \n",
       "4               3.0677            0.26936               23.9416   \n",
       "\n",
       "   Temporal total volume cm3  Temporal total volume %  \\\n",
       "0                   102.2519                   8.2636   \n",
       "1                   104.8748                   8.2593   \n",
       "2                   109.8745                   7.9837   \n",
       "3                    98.3269                   8.1574   \n",
       "4                    85.6368                   7.5195   \n",
       "\n",
       "   Temporal right volume cm3  Temporal right volume %  \\\n",
       "0                    51.3879                   4.1530   \n",
       "1                    52.3953                   4.1263   \n",
       "2                    52.5478                   3.8182   \n",
       "3                    49.1987                   4.0816   \n",
       "4                    40.9956                   3.5997   \n",
       "\n",
       "   Temporal left volume cm3  Temporal left volume %  \\\n",
       "0                   50.8641                  4.1106   \n",
       "1                   52.4795                  4.1330   \n",
       "2                   57.3267                  4.1655   \n",
       "3                   49.1282                  4.0758   \n",
       "4                   44.6413                  3.9198   \n",
       "\n",
       "   Temporal volume asymmetry  FuG total volume cm3  FuG total volume %  \\\n",
       "0                    1.02450               15.5117              1.2536   \n",
       "1                   -0.16051               15.8001              1.2443   \n",
       "2                   -8.69870               14.8657              1.0802   \n",
       "3                    0.14331               13.1939              1.0946   \n",
       "4                   -8.51440               12.8313              1.1267   \n",
       "\n",
       "   FuG right volume cm3  FuG right volume %  FuG left volume cm3  \\\n",
       "0                7.8981             0.63829               7.6136   \n",
       "1                7.8856             0.62102               7.9146   \n",
       "2                6.7645             0.49152               8.1012   \n",
       "3                6.4459             0.53477               6.7480   \n",
       "4                5.9680             0.52403               6.8633   \n",
       "\n",
       "   FuG left volume %  FuG volume asymmetry  PP total volume cm3  \\\n",
       "0            0.61530               3.66870               3.9693   \n",
       "1            0.62330              -0.36707               3.5287   \n",
       "2            0.58865             -17.98310               4.2247   \n",
       "3            0.55982              -4.57850               3.3564   \n",
       "4            0.60264             -13.95350               3.0851   \n",
       "\n",
       "   PP total volume %  PP right volume cm3  PP right volume %  \\\n",
       "0            0.32079               1.9708            0.15927   \n",
       "1            0.27790               1.4917            0.11747   \n",
       "2            0.30698               1.9937            0.14487   \n",
       "3            0.27845               1.5996            0.13270   \n",
       "4            0.27089               1.5188            0.13336   \n",
       "\n",
       "   PP left volume cm3  PP left volume %  PP volume asymmetry  \\\n",
       "0              1.9985           0.16151              -1.3962   \n",
       "1              2.0370           0.16042             -30.9080   \n",
       "2              2.2310           0.16211             -11.2317   \n",
       "3              1.7568           0.14575              -9.3683   \n",
       "4              1.5663           0.13753              -3.0796   \n",
       "\n",
       "   PT total volume cm3  PT total volume %  PT right volume cm3  \\\n",
       "0               3.8626            0.31216               1.6748   \n",
       "1               4.2869            0.33761               2.1077   \n",
       "2               3.8861            0.28237               1.7573   \n",
       "3               3.6304            0.30118               1.8860   \n",
       "4               2.4066            0.21132               1.1461   \n",
       "\n",
       "   PT right volume %  PT left volume cm3  PT left volume %  \\\n",
       "0            0.13535              2.1878           0.17681   \n",
       "1            0.16599              2.1792           0.17162   \n",
       "2            0.12769              2.1288           0.15469   \n",
       "3            0.15646              1.7444           0.14472   \n",
       "4            0.10064              1.2605           0.11068   \n",
       "\n",
       "   PT volume asymmetry  ITG total volume cm3  ITG total volume %  \\\n",
       "0             -26.5617               26.1856              2.1162   \n",
       "1              -3.3328               22.2938              1.7557   \n",
       "2             -19.1225               23.4840              1.7064   \n",
       "3               7.7987               21.9942              1.8247   \n",
       "4              -9.5079               18.2808              1.6052   \n",
       "\n",
       "   ITG right volume cm3  ITG right volume %  ITG left volume cm3  \\\n",
       "0               12.9597             1.04730              13.2260   \n",
       "1               10.5839             0.83352              11.7099   \n",
       "2               10.7632             0.78208              12.7208   \n",
       "3               11.2486             0.93320              10.7456   \n",
       "4                7.9251             0.69587              10.3558   \n",
       "\n",
       "   ITG left volume %  ITG volume asymmetry  MTG total volume cm3  \\\n",
       "0            1.06890               -2.0339               24.2040   \n",
       "1            0.92220              -10.1015               25.5763   \n",
       "2            0.92432              -16.6712               26.6953   \n",
       "3            0.89148                4.5736               24.2102   \n",
       "4            0.90930              -26.5930               21.8811   \n",
       "\n",
       "   MTG total volume %  MTG right volume cm3  MTG right volume %  \\\n",
       "0              1.9561               12.9441             1.04610   \n",
       "1              2.0142               12.9724             1.02160   \n",
       "2              1.9397               12.7779             0.92847   \n",
       "3              2.0085               12.2343             1.01500   \n",
       "4              1.9213               10.9981             0.96570   \n",
       "\n",
       "   MTG left volume cm3  MTG left volume %  MTG volume asymmetry  \\\n",
       "0              11.2599            0.90998               13.9171   \n",
       "1              12.6039            0.99260                2.8816   \n",
       "2              13.9175            1.01130               -8.5379   \n",
       "3              11.9759            0.99355                2.1341   \n",
       "4              10.8830            0.95560                1.0519   \n",
       "\n",
       "   STG total volume cm3  STG total volume %  STG right volume cm3  \\\n",
       "0               12.8698             1.04010                6.0990   \n",
       "1               14.6147             1.15100                7.3700   \n",
       "2               17.3580             1.26130                8.7888   \n",
       "3               12.8423             1.06540                6.4896   \n",
       "4               10.5431             0.92575                4.8828   \n",
       "\n",
       "   STG right volume %  STG left volume cm3  STG left volume %  \\\n",
       "0             0.49289               6.7708            0.54719   \n",
       "1             0.58041               7.2448            0.57055   \n",
       "2             0.63861               8.5692            0.62266   \n",
       "3             0.53839               6.3526            0.52703   \n",
       "4             0.42874               5.6603            0.49701   \n",
       "\n",
       "   STG volume asymmetry  TTG total volume cm3  TTG total volume %  \\\n",
       "0              -10.4401                2.5987             0.21002   \n",
       "1                1.7132                3.6022             0.28369   \n",
       "2                2.5298                3.0063             0.21844   \n",
       "3                2.1335                2.7666             0.22953   \n",
       "4              -14.7481                2.3758             0.20861   \n",
       "\n",
       "   TTG right volume cm3  TTG right volume %  TTG left volume cm3  \\\n",
       "0                1.1895            0.096132               1.4092   \n",
       "1                1.8927            0.149060               1.7095   \n",
       "2                1.4243            0.103490               1.5820   \n",
       "3                1.3719            0.113820               1.3947   \n",
       "4                1.0043            0.088181               1.3716   \n",
       "\n",
       "   TTG left volume %  TTG volume asymmetry  TMP total volume cm3  \\\n",
       "0            0.11388              -16.9051               13.0502   \n",
       "1            0.13463               10.1708               15.1721   \n",
       "2            0.11495              -10.4869               16.3543   \n",
       "3            0.11571               -1.6506               16.3330   \n",
       "4            0.12043              -30.9209               14.2330   \n",
       "\n",
       "   TMP total volume %  TMP right volume cm3  TMP right volume %  \\\n",
       "0              1.0547                6.6518             0.53757   \n",
       "1              1.1949                8.0914             0.63723   \n",
       "2              1.1883                8.2781             0.60151   \n",
       "3              1.3550                7.9229             0.65730   \n",
       "4              1.2498                7.5524             0.66315   \n",
       "\n",
       "   TMP left volume cm3  TMP left volume %  TMP volume asymmetry  \\\n",
       "0               6.3984            0.51709                3.8842   \n",
       "1               7.0807            0.55763               13.3234   \n",
       "2               8.0762            0.58684                2.4687   \n",
       "3               8.4102            0.69772               -5.9672   \n",
       "4               6.6806            0.58660               12.2503   \n",
       "\n",
       "   Parietal total volume cm3  Parietal total volume %  \\\n",
       "0                    88.7982                   7.1763   \n",
       "1                    94.1276                   7.4129   \n",
       "2                   111.8344                   8.1261   \n",
       "3                    86.3692                   7.1654   \n",
       "4                    83.8866                   7.3658   \n",
       "\n",
       "   Parietal right volume cm3  Parietal right volume %  \\\n",
       "0                    43.9142                   3.5490   \n",
       "1                    47.3566                   3.7295   \n",
       "2                    56.8932                   4.1340   \n",
       "3                    44.6948                   3.7080   \n",
       "4                    41.6599                   3.6580   \n",
       "\n",
       "   Parietal left volume cm3  Parietal left volume %  \\\n",
       "0                   44.8840                  3.6273   \n",
       "1                   46.7710                  3.6834   \n",
       "2                   54.9413                  3.9922   \n",
       "3                   41.6744                  3.4574   \n",
       "4                   42.2266                  3.7078   \n",
       "\n",
       "   Parietal volume asymmetry  AnG total volume cm3  AnG total volume %  \\\n",
       "0                    -2.1844               16.2383              1.3123   \n",
       "1                     1.2443               16.8505              1.3270   \n",
       "2                     3.4907               23.8033              1.7296   \n",
       "3                     6.9942               17.0650              1.4157   \n",
       "4                    -1.3511               14.4946              1.2727   \n",
       "\n",
       "   AnG right volume cm3  AnG right volume %  AnG left volume cm3  \\\n",
       "0                9.6209             0.77752               6.6174   \n",
       "1               10.4552             0.82338               6.3953   \n",
       "2               12.7561             0.92689              11.0471   \n",
       "3                9.5844             0.79514               7.4806   \n",
       "4                7.5564             0.66350               6.9382   \n",
       "\n",
       "   AnG left volume %  AnG volume asymmetry  PoG total volume cm3  \\\n",
       "0            0.53479               36.9933               17.9144   \n",
       "1            0.50365               48.1867               17.8810   \n",
       "2            0.80271               14.3596               22.2261   \n",
       "3            0.62060               24.6569               16.2443   \n",
       "4            0.60922                8.5303               19.9582   \n",
       "\n",
       "   PoG total volume %  PoG right volume cm3  PoG right volume %  \\\n",
       "0              1.4478                6.7309             0.54396   \n",
       "1              1.4082                8.5384             0.67243   \n",
       "2              1.6150               12.0388             0.87476   \n",
       "3              1.3477                7.1792             0.59560   \n",
       "4              1.7525                9.9202             0.87106   \n",
       "\n",
       "   PoG left volume cm3  PoG left volume %  PoG volume asymmetry  \\\n",
       "0              11.1835            0.90380              -49.7095   \n",
       "1               9.3426            0.73576               -8.9949   \n",
       "2              10.1874            0.74024               16.6594   \n",
       "3               9.0651            0.75206              -23.2200   \n",
       "4              10.0380            0.88140               -1.1800   \n",
       "\n",
       "   MPoG total volume cm3  MPoG total volume %  MPoG right volume cm3  \\\n",
       "0                 1.1719             0.094712                0.63531   \n",
       "1                 1.9571             0.154130                1.19530   \n",
       "2                 1.3487             0.098001                0.88789   \n",
       "3                 1.4913             0.123720                0.80305   \n",
       "4                 1.0678             0.093762                0.54194   \n",
       "\n",
       "   MPoG right volume %  MPoG left volume cm3  MPoG left volume %  \\\n",
       "0             0.051343               0.53663            0.043369   \n",
       "1             0.094136               0.76175            0.059991   \n",
       "2             0.064516               0.46083            0.033485   \n",
       "3             0.066623               0.68823            0.057097   \n",
       "4             0.047586               0.52588            0.046176   \n",
       "\n",
       "   MPoG volume asymmetry  PCu total volume cm3  PCu total volume %  \\\n",
       "0                16.8397               21.8101              1.7626   \n",
       "1                44.3079               20.5079              1.6151   \n",
       "2                63.3274               25.4689              1.8506   \n",
       "3                15.3981               20.1062              1.6681   \n",
       "4                 3.0075               16.7621              1.4718   \n",
       "\n",
       "   PCu right volume cm3  PCu right volume %  PCu left volume cm3  \\\n",
       "0               10.9483             0.88480              10.8618   \n",
       "1               10.9588             0.86304               9.5491   \n",
       "2               12.7489             0.92636              12.7200   \n",
       "3               10.8604             0.90100               9.2458   \n",
       "4                8.2629             0.72554               8.4991   \n",
       "\n",
       "   PCu left volume %  PCu volume asymmetry  SPL total volume cm3  \\\n",
       "0            0.87780               0.79331               17.1689   \n",
       "1            0.75203              13.74720               20.7745   \n",
       "2            0.92426               0.22736               20.8605   \n",
       "3            0.76705              16.06050               17.1472   \n",
       "4            0.74628              -2.81800               16.7386   \n",
       "\n",
       "   SPL total volume %  SPL right volume cm3  SPL right volume %  \\\n",
       "0              1.3875                9.2444             0.74710   \n",
       "1              1.6361                9.5357             0.75097   \n",
       "2              1.5158               10.1673             0.73878   \n",
       "3              1.4226                9.4246             0.78188   \n",
       "4              1.4698                7.7150             0.67743   \n",
       "\n",
       "   SPL left volume cm3  SPL left volume %  SPL volume asymmetry  \\\n",
       "0               7.9245            0.64042               15.3761   \n",
       "1              11.2388            0.88510              -16.3966   \n",
       "2              10.6933            0.77700               -5.0428   \n",
       "3               7.7226            0.64068               19.8516   \n",
       "4               9.0237            0.79234              -15.6367   \n",
       "\n",
       "   SMG total volume cm3  SMG total volume %  SMG right volume cm3  \\\n",
       "0               14.4945              1.1714                6.7343   \n",
       "1               16.1566              1.2724                6.6733   \n",
       "2               18.1269              1.3171                8.2942   \n",
       "3               14.3153              1.1876                6.8432   \n",
       "4               14.8653              1.3053                7.6635   \n",
       "\n",
       "   SMG right volume %  SMG left volume cm3  SMG left volume %  \\\n",
       "0             0.54424               7.7603            0.62715   \n",
       "1             0.52555               9.4833            0.74685   \n",
       "2             0.60267               9.8327            0.71447   \n",
       "3             0.56773               7.4721            0.61990   \n",
       "4             0.67290               7.2018            0.63237   \n",
       "\n",
       "   SMG volume asymmetry  Occipital total volume cm3  Occipital total volume %  \\\n",
       "0              -14.1565                     64.7794                    5.2352   \n",
       "1              -34.7853                     65.0855                    5.1257   \n",
       "2              -16.9750                     79.2488                    5.7584   \n",
       "3               -8.7860                     64.1754                    5.3241   \n",
       "4                6.2112                     56.6784                    4.9767   \n",
       "\n",
       "   Occipital right volume cm3  Occipital right volume %  \\\n",
       "0                     34.0939                    2.7553   \n",
       "1                     30.7954                    2.4253   \n",
       "2                     40.7801                    2.9632   \n",
       "3                     31.4474                    2.6089   \n",
       "4                     28.1790                    2.4743   \n",
       "\n",
       "   Occipital left volume cm3  Occipital left volume %  \\\n",
       "0                    30.6855                   2.4799   \n",
       "1                    34.2901                   2.7005   \n",
       "2                    38.4687                   2.7952   \n",
       "3                    32.7280                   2.7152   \n",
       "4                    28.4994                   2.5024   \n",
       "\n",
       "   Occipital volume asymmetry  Calc total volume cm3  Calc total volume %  \\\n",
       "0                     10.5230                 5.0588              0.40883   \n",
       "1                    -10.7389                 6.7716              0.53329   \n",
       "2                      5.8333                 5.9321              0.43104   \n",
       "3                     -3.9909                 6.2182              0.51588   \n",
       "4                     -1.1309                 5.5572              0.48796   \n",
       "\n",
       "   Calc right volume cm3  Calc right volume %  Calc left volume cm3  \\\n",
       "0                 2.7954              0.22591                2.2635   \n",
       "1                 3.0916              0.24347                3.6800   \n",
       "2                 3.0955              0.22493                2.8366   \n",
       "3                 3.2742              0.27163                2.9441   \n",
       "4                 2.5699              0.22565                2.9874   \n",
       "\n",
       "   Calc left volume %  Calc volume asymmetry  Cun total volume cm3  \\\n",
       "0             0.18292                21.0287                7.9650   \n",
       "1             0.28982               -17.3804                6.6796   \n",
       "2             0.20611                 8.7310               10.6619   \n",
       "3             0.24425                10.6169                6.8445   \n",
       "4             0.26231               -15.0253                6.2464   \n",
       "\n",
       "   Cun total volume %  Cun right volume cm3  Cun right volume %  \\\n",
       "0             0.64370                4.0450             0.32690   \n",
       "1             0.52605                3.5640             0.28068   \n",
       "2             0.77472                5.3917             0.39177   \n",
       "3             0.56783                3.0263             0.25107   \n",
       "4             0.54847                3.4885             0.30631   \n",
       "\n",
       "   Cun left volume cm3  Cun left volume %  Cun volume asymmetry  \\\n",
       "0               3.9200            0.31680                3.1396   \n",
       "1               3.1156            0.24537               13.4265   \n",
       "2               5.2702            0.38295                2.2780   \n",
       "3               3.8182            0.31677              -23.1414   \n",
       "4               2.7579            0.24216               23.3933   \n",
       "\n",
       "   LiG total volume cm3  LiG total volume %  LiG right volume cm3  \\\n",
       "0               14.7257              1.1901                7.8758   \n",
       "1               14.5758              1.1479                6.6471   \n",
       "2               17.4714              1.2695                9.6389   \n",
       "3               15.7642              1.3078                7.7363   \n",
       "4               12.5128              1.0987                6.5970   \n",
       "\n",
       "   LiG right volume %  LiG left volume cm3  LiG left volume %  \\\n",
       "0             0.63649               6.8499            0.55358   \n",
       "1             0.52348               7.9287            0.62442   \n",
       "2             0.70038               7.8326            0.56913   \n",
       "3             0.64182               8.0279            0.66601   \n",
       "4             0.57926               5.9159            0.51945   \n",
       "\n",
       "   LiG volume asymmetry  OFuG total volume cm3  OFuG total volume %  \\\n",
       "0               13.9343                 6.9756              0.56374   \n",
       "1              -17.5854                 5.6802              0.44734   \n",
       "2               20.6776                 6.7090              0.48749   \n",
       "3               -3.6996                 6.0800              0.50441   \n",
       "4               10.8865                 5.1170              0.44931   \n",
       "\n",
       "   OFuG right volume cm3  OFuG right volume %  OFuG left volume cm3  \\\n",
       "0                 3.3421              0.27010                3.6334   \n",
       "1                 3.0640              0.24130                2.6163   \n",
       "2                 3.6762              0.26712                3.0328   \n",
       "3                 3.3622              0.27894                2.7177   \n",
       "4                 2.6194              0.23000                2.4976   \n",
       "\n",
       "   OFuG left volume %  OFuG volume asymmetry  IOG total volume cm3  \\\n",
       "0             0.29364                -8.3519               11.1416   \n",
       "1             0.20604                15.7639               10.2423   \n",
       "2             0.22037                19.1801               13.1583   \n",
       "3             0.22547                21.2017               10.1415   \n",
       "4             0.21931                 4.7594                9.5950   \n",
       "\n",
       "   IOG total volume %  IOG right volume cm3  IOG right volume %  \\\n",
       "0             0.90042                5.7658             0.46597   \n",
       "1             0.80662                4.9242             0.38780   \n",
       "2             0.95611                6.7919             0.49351   \n",
       "3             0.84136                4.5632             0.37857   \n",
       "4             0.84251                4.5603             0.40043   \n",
       "\n",
       "   IOG left volume cm3  IOG left volume %  IOG volume asymmetry  \\\n",
       "0               5.3758            0.43445                7.0003   \n",
       "1               5.3181            0.41882               -7.6928   \n",
       "2               6.3664            0.46260                6.4666   \n",
       "3               5.5783            0.46279              -20.0180   \n",
       "4               5.0347            0.44208               -9.8877   \n",
       "\n",
       "   MOG total volume cm3  MOG total volume %  MOG right volume cm3  \\\n",
       "0                8.9991             0.72727                4.6459   \n",
       "1                9.6651             0.76116                3.9792   \n",
       "2               12.8293             0.93221                5.9570   \n",
       "3                7.5112             0.62315                4.1862   \n",
       "4                7.9987             0.70233                3.2282   \n",
       "\n",
       "   MOG right volume %  MOG left volume cm3  MOG left volume %  \\\n",
       "0             0.37546               4.3532            0.35181   \n",
       "1             0.31338               5.6859            0.44779   \n",
       "2             0.43285               6.8723            0.49936   \n",
       "3             0.34729               3.3251            0.27585   \n",
       "4             0.28346               4.7704            0.41887   \n",
       "\n",
       "   MOG volume asymmetry  SOG total volume cm3  SOG total volume %  \\\n",
       "0                6.5039                6.3937             0.51671   \n",
       "1              -35.3165                7.5227             0.59244   \n",
       "2              -14.2678                7.5269             0.54692   \n",
       "3               22.9286                7.2535             0.60177   \n",
       "4              -38.5613                6.6900             0.58742   \n",
       "\n",
       "   SOG right volume cm3  SOG right volume %  SOG left volume cm3  \\\n",
       "0                3.6632             0.29604               2.7305   \n",
       "1                3.8774             0.30536               3.6454   \n",
       "2                3.5604             0.25871               3.9665   \n",
       "3                3.5814             0.29712               3.6721   \n",
       "4                3.6243             0.31824               3.0657   \n",
       "\n",
       "   SOG left volume %  SOG volume asymmetry  OCP total volume cm3  \\\n",
       "0            0.22067               29.1755                3.5199   \n",
       "1            0.28709                6.1677                3.9481   \n",
       "2            0.28822              -10.7918                4.9598   \n",
       "3            0.30465               -2.5002                4.3623   \n",
       "4            0.26918               16.7017                2.9613   \n",
       "\n",
       "   OCP total volume %  OCP right volume cm3  OCP right volume %  \\\n",
       "0             0.28446                1.9607             0.15845   \n",
       "1             0.31093                1.6480             0.12978   \n",
       "2             0.36039                2.6685             0.19390   \n",
       "3             0.36191                1.7177             0.14250   \n",
       "4             0.26002                1.4913             0.13095   \n",
       "\n",
       "   OCP left volume cm3  OCP left volume %  OCP volume asymmetry  \\\n",
       "0               1.5592            0.12601               22.8111   \n",
       "1               2.3001            0.18114              -33.0348   \n",
       "2               2.2913            0.16649               15.2100   \n",
       "3               2.6446            0.21941              -42.5004   \n",
       "4               1.4699            0.12907                1.4460   \n",
       "\n",
       "   Limbic total volume cm3  Limbic total volume %  Limbic right volume cm3  \\\n",
       "0                  36.8379                 2.9771                  17.5718   \n",
       "1                  38.6378                 3.0429                  19.1930   \n",
       "2                  43.7301                 3.1775                  21.3125   \n",
       "3                  35.6545                 2.9580                  17.8745   \n",
       "4                  35.7876                 3.1424                  17.6051   \n",
       "\n",
       "   Limbic right volume %  Limbic left volume cm3  Limbic left volume %  \\\n",
       "0                 1.4201                 19.2661                1.5570   \n",
       "1                 1.5115                 19.4448                1.5314   \n",
       "2                 1.5486                 22.4176                1.6289   \n",
       "3                 1.4829                 17.7799                1.4751   \n",
       "4                 1.5458                 18.1825                1.5965   \n",
       "\n",
       "   Limbic volume asymmetry  Ent total volume cm3  Ent total volume %  \\\n",
       "0                  -9.1992                3.2468             0.26240   \n",
       "1                  -1.3034                3.5393             0.27873   \n",
       "2                  -5.0539                3.9480             0.28687   \n",
       "3                   0.5306                3.7386             0.31017   \n",
       "4                  -3.2268                3.5199             0.30907   \n",
       "\n",
       "   Ent right volume cm3  Ent right volume %  Ent left volume cm3  \\\n",
       "0                1.5707             0.12694               1.6761   \n",
       "1                1.8425             0.14510               1.6968   \n",
       "2                2.0154             0.14645               1.9326   \n",
       "3                1.9264             0.15982               1.8122   \n",
       "4                1.7697             0.15539               1.7503   \n",
       "\n",
       "   Ent left volume %  Ent volume asymmetry  ACgG total volume cm3  \\\n",
       "0            0.13546               -6.4946                10.3001   \n",
       "1            0.13363                8.2334                11.8803   \n",
       "2            0.14043                4.1964                12.6202   \n",
       "3            0.15035                6.1071                 9.8721   \n",
       "4            0.15369                1.1025                10.7452   \n",
       "\n",
       "   ACgG total volume %  ACgG right volume cm3  ACgG right volume %  \\\n",
       "0              0.83242                 4.3100              0.34831   \n",
       "1              0.93562                 5.8889              0.46377   \n",
       "2              0.91701                 6.1533              0.44711   \n",
       "3              0.81901                 4.8724              0.40423   \n",
       "4              0.94350                 5.5285              0.48544   \n",
       "\n",
       "   ACgG left volume cm3  ACgG left volume %  ACgG volume asymmetry  \\\n",
       "0                5.9902             0.48410               -32.6247   \n",
       "1                5.9915             0.47185                -1.7265   \n",
       "2                6.4669             0.46990                -4.9707   \n",
       "3                4.9997             0.41478                -2.5771   \n",
       "4                5.2167             0.45806                 5.8032   \n",
       "\n",
       "   MCgG total volume cm3  MCgG total volume %  MCgG right volume cm3  \\\n",
       "0                10.1488              0.82018                 5.5083   \n",
       "1                 9.6022              0.75621                 4.7395   \n",
       "2                10.0169              0.72785                 4.7692   \n",
       "3                 8.7605              0.72679                 4.5776   \n",
       "4                10.8883              0.95607                 5.2354   \n",
       "\n",
       "   MCgG right volume %  MCgG left volume cm3  MCgG left volume %  \\\n",
       "0              0.44516                4.6405             0.37502   \n",
       "1              0.37326                4.8626             0.38295   \n",
       "2              0.34654                5.2477             0.38131   \n",
       "3              0.37977                4.1829             0.34702   \n",
       "4              0.45970                5.6529             0.49636   \n",
       "\n",
       "   MCgG volume asymmetry  PCgG total volume cm3  PCgG total volume %  \\\n",
       "0                17.1018                 7.9846              0.64529   \n",
       "1                -2.5633                 8.1685              0.64330   \n",
       "2                -9.5544                 9.6188              0.69892   \n",
       "3                 9.0104                 8.7559              0.72641   \n",
       "4                -7.6687                 6.4638              0.56757   \n",
       "\n",
       "   PCgG right volume cm3  PCgG right volume %  PCgG left volume cm3  \\\n",
       "0                 3.9247              0.31718                4.0599   \n",
       "1                 3.9233              0.30898                4.2452   \n",
       "2                 4.5947              0.33386                5.0241   \n",
       "3                 4.3284              0.35909                4.4275   \n",
       "4                 3.1466              0.27629                3.3172   \n",
       "\n",
       "   PCgG left volume %  PCgG volume asymmetry  PHG total volume cm3  \\\n",
       "0             0.32810                -3.3858                5.1575   \n",
       "1             0.33432                -7.8795                5.4475   \n",
       "2             0.36506                -8.9298                7.5261   \n",
       "3             0.36732                -2.2649                4.5273   \n",
       "4             0.29127                -5.2790                4.1703   \n",
       "\n",
       "   PHG total volume %  PHG right volume cm3  PHG right volume %  \\\n",
       "0             0.41681                2.2581             0.18249   \n",
       "1             0.42901                2.7987             0.22041   \n",
       "2             0.54687                3.7800             0.27466   \n",
       "3             0.37560                2.1697             0.18001   \n",
       "4             0.36618                1.9249             0.16902   \n",
       "\n",
       "   PHG left volume cm3  PHG left volume %  PHG volume asymmetry  \\\n",
       "0               2.8995            0.23432             -24.87220   \n",
       "1               2.6488            0.20860               5.50510   \n",
       "2               3.7462            0.27221               0.89763   \n",
       "3               2.3576            0.19559              -8.29970   \n",
       "4               2.2454            0.19716             -15.36980   \n",
       "\n",
       "   Insular total volume cm3  Insular total volume %  Insular right volume cm3  \\\n",
       "0                   28.1551                  2.2754                   13.7741   \n",
       "1                   29.3101                  2.3083                   13.8339   \n",
       "2                   31.6414                  2.2991                   15.3619   \n",
       "3                   27.8503                  2.3105                   14.3368   \n",
       "4                   24.2542                  2.1297                   12.1248   \n",
       "\n",
       "   Insular right volume %  Insular left volume cm3  Insular left volume %  \\\n",
       "0                  1.1132                  14.3810                 1.1622   \n",
       "1                  1.0895                  15.4762                 1.2188   \n",
       "2                  1.1162                  16.2795                 1.1829   \n",
       "3                  1.1894                  13.5135                 1.1211   \n",
       "4                  1.0646                  12.1295                 1.0650   \n",
       "\n",
       "   Insular volume asymmetry  AIns total volume cm3  AIns total volume %  \\\n",
       "0                  -4.31130                 8.3449              0.67440   \n",
       "1                 -11.20660                 7.6437              0.60197   \n",
       "2                  -5.80030                 9.9027              0.71955   \n",
       "3                   5.91210                 7.9235              0.65735   \n",
       "4                  -0.03862                 6.9502              0.61028   \n",
       "\n",
       "   AIns right volume cm3  AIns right volume %  AIns left volume cm3  \\\n",
       "0                 4.0849              0.33013                4.2600   \n",
       "1                 3.7112              0.29227                3.9325   \n",
       "2                 4.8536              0.35268                5.0491   \n",
       "3                 3.8600              0.32023                4.0635   \n",
       "4                 3.5460              0.31137                3.4042   \n",
       "\n",
       "   AIns left volume %  AIns volume asymmetry  PIns total volume cm3  \\\n",
       "0             0.34427                -4.1954                 4.5749   \n",
       "1             0.30970                -5.7925                 4.1214   \n",
       "2             0.36688                -3.9470                 5.0933   \n",
       "3             0.33712                -5.1375                 4.3166   \n",
       "4             0.29891                 4.0816                 3.4484   \n",
       "\n",
       "   PIns total volume %  PIns right volume cm3  PIns right volume %  \\\n",
       "0              0.36973                 2.2439              0.18134   \n",
       "1              0.32457                 1.9571              0.15413   \n",
       "2              0.37009                 2.6347              0.19144   \n",
       "3              0.35812                 2.3648              0.19619   \n",
       "4              0.30279                 1.8152              0.15938   \n",
       "\n",
       "   PIns left volume cm3  PIns left volume %  PIns volume asymmetry  \\\n",
       "0                2.3311             0.18839                -3.8115   \n",
       "1                2.1643             0.17045               -10.0566   \n",
       "2                2.4586             0.17865                 6.9162   \n",
       "3                1.9518             0.16193                19.1325   \n",
       "4                1.6332             0.14340                10.5549   \n",
       "\n",
       "   CO total volume cm3  CO total volume %  CO right volume cm3  \\\n",
       "0               6.4498            0.52124               3.0198   \n",
       "1               8.0129            0.63104               3.6899   \n",
       "2               7.7819            0.56545               3.6987   \n",
       "3               7.1459            0.59284               3.5938   \n",
       "4               6.9402            0.60940               3.4470   \n",
       "\n",
       "   CO right volume %  CO left volume cm3  CO left volume %  \\\n",
       "0            0.24404              3.4300           0.27720   \n",
       "1            0.29060              4.3230           0.34045   \n",
       "2            0.26876              4.0832           0.29669   \n",
       "3            0.29815              3.5521           0.29469   \n",
       "4            0.30267              3.4932           0.30672   \n",
       "\n",
       "   CO volume asymmetry  FO total volume cm3  FO total volume %  \\\n",
       "0             -12.7214               3.5496            0.28687   \n",
       "1             -15.8002               4.2190            0.33226   \n",
       "2              -9.8801               3.7212            0.27039   \n",
       "3               1.1685               3.5775            0.29680   \n",
       "4              -1.3304               3.5153            0.30866   \n",
       "\n",
       "   FO right volume cm3  FO right volume %  FO left volume cm3  \\\n",
       "0               1.8505            0.14955              1.6991   \n",
       "1               1.8382            0.14477              2.3807   \n",
       "2               1.8691            0.13581              1.8522   \n",
       "3               1.9342            0.16047              1.6433   \n",
       "4               1.7810            0.15639              1.7342   \n",
       "\n",
       "   FO left volume %  FO volume asymmetry  PO total volume cm3  \\\n",
       "0           0.13732              8.53010               5.2359   \n",
       "1           0.18749            -25.71670               5.3132   \n",
       "2           0.13458              0.90772               5.1423   \n",
       "3           0.13633             16.26550               4.8868   \n",
       "4           0.15228              2.66460               3.4002   \n",
       "\n",
       "   PO total volume %  PO right volume cm3  PO right volume %  \\\n",
       "0            0.42314               2.5750            0.20810   \n",
       "1            0.41843               2.6375            0.20771   \n",
       "2            0.37365               2.3058            0.16754   \n",
       "3            0.40542               2.5840            0.21437   \n",
       "4            0.29856               1.5355            0.13483   \n",
       "\n",
       "   PO left volume cm3  PO left volume %  PO volume asymmetry  \\\n",
       "0              2.6609           0.21504              -3.2787   \n",
       "1              2.6757           0.21072              -1.4377   \n",
       "2              2.8366           0.20611             -20.6444   \n",
       "3              2.3028           0.19105              11.5071   \n",
       "4              1.8647           0.16373             -19.3625   \n",
       "\n",
       "   Inf. Lateral Ventricle total volume cm3  \\\n",
       "0                                  0.57381   \n",
       "1                                  0.20016   \n",
       "2                                  0.36754   \n",
       "3                                  0.52384   \n",
       "4                                  0.41214   \n",
       "\n",
       "   Inf. Lateral Ventricle total volume %  \\\n",
       "0                               0.046373   \n",
       "1                               0.015764   \n",
       "2                               0.026706   \n",
       "3                               0.043459   \n",
       "4                               0.036189   \n",
       "\n",
       "   Inf. Lateral Ventricle right volume cm3  \\\n",
       "0                                  0.40417   \n",
       "1                                  0.13580   \n",
       "2                                  0.18659   \n",
       "3                                  0.40120   \n",
       "4                                  0.30108   \n",
       "\n",
       "   Inf. Lateral Ventricle right volume %  \\\n",
       "0                               0.032663   \n",
       "1                               0.010695   \n",
       "2                               0.013558   \n",
       "3                               0.033284   \n",
       "4                               0.026437   \n",
       "\n",
       "   Inf. Lateral Ventricle left volume cm3  \\\n",
       "0                                0.169640   \n",
       "1                                0.064363   \n",
       "2                                0.180960   \n",
       "3                                0.122640   \n",
       "4                                0.111060   \n",
       "\n",
       "   Inf. Lateral Ventricle left volume %  \\\n",
       "0                              0.013710   \n",
       "1                              0.005069   \n",
       "2                              0.013149   \n",
       "3                              0.010175   \n",
       "4                              0.009752   \n",
       "\n",
       "   Inf. Lateral Ventricle volume asymmetry  \\\n",
       "0                                  81.7432   \n",
       "1                                  71.3781   \n",
       "2                                   3.0635   \n",
       "3                                 106.3512   \n",
       "4                                  92.2078   \n",
       "\n",
       "   Lateral Ventricle total volume cm3  Lateral Ventricle total volume %  \\\n",
       "0                             18.6572                            1.5078   \n",
       "1                             26.6769                            2.1009   \n",
       "2                             25.0587                            1.8208   \n",
       "3                             12.5200                            1.0387   \n",
       "4                             24.3158                            2.1351   \n",
       "\n",
       "   Lateral Ventricle right volume cm3  Lateral Ventricle right volume %  \\\n",
       "0                              7.3960                           0.59771   \n",
       "1                             12.3323                           0.97121   \n",
       "2                             12.7087                           0.92344   \n",
       "3                              4.9670                           0.41208   \n",
       "4                             12.4934                           1.09700   \n",
       "\n",
       "   Lateral Ventricle left volume cm3  Lateral Ventricle left volume %  \\\n",
       "0                            11.2612                          0.91009   \n",
       "1                            14.3445                          1.12970   \n",
       "2                            12.3500                          0.89738   \n",
       "3                             7.5530                          0.62661   \n",
       "4                            11.8224                          1.03810   \n",
       "\n",
       "   Lateral Ventricle volume asymmetry  3rd Ventricle volume cm3  \\\n",
       "0                            -41.4345                    0.9212   \n",
       "1                            -15.0860                    1.7562   \n",
       "2                              2.8628                    1.7653   \n",
       "3                            -41.3089                    1.1149   \n",
       "4                              5.5196                    1.0792   \n",
       "\n",
       "   3rd Ventricle volume %  4th Ventricle volume cm3  4th Ventricle volume %  \\\n",
       "0                0.074448                    1.2618                0.101980   \n",
       "1                0.138310                    1.5971                0.125770   \n",
       "2                0.128270                    1.8482                0.134290   \n",
       "3                0.092492                    1.0216                0.084753   \n",
       "4                0.094761                    1.4800                0.129950   \n",
       "\n",
       "   External CSF volume cm3  External CSF volume %  \\\n",
       "0                 154.4569                12.4826   \n",
       "1                 120.7577                 9.5101   \n",
       "2                 155.7824                11.3195   \n",
       "3                 165.6499                13.7427   \n",
       "4                 189.3364                16.6250   \n",
       "\n",
       "   Cerebellar Vermal Lobules I-V volume cm3  \\\n",
       "0                                    3.0441   \n",
       "1                                    3.4014   \n",
       "2                                    4.3212   \n",
       "3                                    3.0674   \n",
       "4                                    2.7806   \n",
       "\n",
       "   Cerebellar Vermal Lobules I-V volume %  \\\n",
       "0                                 0.24601   \n",
       "1                                 0.26787   \n",
       "2                                 0.31399   \n",
       "3                                 0.25448   \n",
       "4                                 0.24416   \n",
       "\n",
       "   Cerebellar Vermal Lobules VI-VII volume cm3  \\\n",
       "0                                       1.6167   \n",
       "1                                       2.0526   \n",
       "2                                       2.1514   \n",
       "3                                       1.9825   \n",
       "4                                       1.5857   \n",
       "\n",
       "   Cerebellar Vermal Lobules VI-VII volume %  \\\n",
       "0                                    0.13065   \n",
       "1                                    0.16165   \n",
       "2                                    0.15632   \n",
       "3                                    0.16447   \n",
       "4                                    0.13923   \n",
       "\n",
       "   Cerebellar Vermal Lobules VIII-X volume cm3  \\\n",
       "0                                       2.2878   \n",
       "1                                       2.8624   \n",
       "2                                       3.0803   \n",
       "3                                       2.7386   \n",
       "4                                       2.3611   \n",
       "\n",
       "   Cerebellar Vermal Lobules VIII-X volume %  Frontal total thickness mm  \\\n",
       "0                                    0.18489                      2.2015   \n",
       "1                                    0.22542                      1.5206   \n",
       "2                                    0.22382                      3.7680   \n",
       "3                                    0.22720                      2.1332   \n",
       "4                                    0.20732                      3.4024   \n",
       "\n",
       "   Frontal total thickness norm.  Frontal right thickness mm  \\\n",
       "0                       0.020506                      2.2792   \n",
       "1                       0.014042                      1.5072   \n",
       "2                       0.033875                      3.7605   \n",
       "3                       0.020044                      2.2239   \n",
       "4                       0.032580                      3.4057   \n",
       "\n",
       "   Frontal right thickness norm.  Frontal left thickness mm  \\\n",
       "0                       0.021230                     2.1228   \n",
       "1                       0.013919                     1.5346   \n",
       "2                       0.033808                     3.7758   \n",
       "3                       0.020897                     2.0422   \n",
       "4                       0.032612                     3.3990   \n",
       "\n",
       "   Frontal left thickness norm.  Frontal thickness asymmetry  \\\n",
       "0                      0.019773                      7.10660   \n",
       "1                      0.014172                     -1.79970   \n",
       "2                      0.033945                     -0.40482   \n",
       "3                      0.019190                      8.51670   \n",
       "4                      0.032548                      0.19505   \n",
       "\n",
       "   FRP total thickness mm  FRP total thickness norm.  FRP right thickness mm  \\\n",
       "0                  2.3903                   0.022265                  2.3665   \n",
       "1                  2.0520                   0.018949                  1.8218   \n",
       "2                  4.3416                   0.039032                  4.3552   \n",
       "3                  2.0931                   0.019668                  2.2729   \n",
       "4                  3.0548                   0.029253                  1.9951   \n",
       "\n",
       "   FRP right thickness norm.  FRP left thickness mm  FRP left thickness norm.  \\\n",
       "0                   0.022043                 2.4125                  0.022472   \n",
       "1                   0.016824                 2.3030                  0.021268   \n",
       "2                   0.039154                 4.3268                  0.038899   \n",
       "3                   0.021357                 1.9114                  0.017960   \n",
       "4                   0.019105                 3.9624                  0.037943   \n",
       "\n",
       "   FRP thickness asymmetry  GRe total thickness mm  GRe total thickness norm.  \\\n",
       "0                 -1.92550                  3.2923                   0.030667   \n",
       "1                -23.33180                  2.1348                   0.019714   \n",
       "2                  0.65253                  4.1069                   0.036922   \n",
       "3                 17.27990                  3.3945                   0.031896   \n",
       "4                -66.04450                  3.6056                   0.034527   \n",
       "\n",
       "   GRe right thickness mm  GRe right thickness norm.  GRe left thickness mm  \\\n",
       "0                  3.2046                   0.029850                 3.4034   \n",
       "1                  2.1600                   0.019947                 2.1104   \n",
       "2                  4.2477                   0.038187                 3.9487   \n",
       "3                  3.5401                   0.033264                 3.2600   \n",
       "4                  3.6755                   0.035196                 3.5053   \n",
       "\n",
       "   GRe left thickness norm.  GRe thickness asymmetry  \\\n",
       "0                  0.031701                  -6.0156   \n",
       "1                  0.019489                   2.3202   \n",
       "2                  0.035499                   7.2957   \n",
       "3                  0.030632                   8.2371   \n",
       "4                  0.033566                   4.7410   \n",
       "\n",
       "   OpIFG total thickness mm  OpIFG total thickness norm.  \\\n",
       "0                    2.0581                     0.019170   \n",
       "1                    1.8887                     0.017442   \n",
       "2                    2.9122                     0.026182   \n",
       "3                    1.5877                     0.014919   \n",
       "4                    3.0979                     0.029664   \n",
       "\n",
       "   OpIFG right thickness mm  OpIFG right thickness norm.  \\\n",
       "0                    2.2261                     0.020736   \n",
       "1                    1.9515                     0.018021   \n",
       "2                    2.6591                     0.023906   \n",
       "3                    1.6182                     0.015205   \n",
       "4                    3.0045                     0.028771   \n",
       "\n",
       "   OpIFG left thickness mm  OpIFG left thickness norm.  \\\n",
       "0                   1.7349                    0.016160   \n",
       "1                   1.7500                    0.016160   \n",
       "2                   3.1997                    0.028766   \n",
       "3                   1.5527                    0.014590   \n",
       "4                   3.2372                    0.030998   \n",
       "\n",
       "   OpIFG thickness asymmetry  OrIFG total thickness mm  \\\n",
       "0                    24.8007                    2.1114   \n",
       "1                    10.8871                    1.8644   \n",
       "2                   -18.4529                    3.5650   \n",
       "3                     4.1292                    2.0787   \n",
       "4                    -7.4534                    3.4836   \n",
       "\n",
       "   OrIFG total thickness norm.  OrIFG right thickness mm  \\\n",
       "0                     0.019667                    2.2877   \n",
       "1                     0.017217                    1.6504   \n",
       "2                     0.032050                    3.3445   \n",
       "3                     0.019532                    2.3559   \n",
       "4                     0.033358                    3.7195   \n",
       "\n",
       "   OrIFG right thickness norm.  OrIFG left thickness mm  \\\n",
       "0                     0.021309                   1.9510   \n",
       "1                     0.015241                   1.9766   \n",
       "2                     0.030068                   3.8080   \n",
       "3                     0.022137                   1.9019   \n",
       "4                     0.035618                   3.3069   \n",
       "\n",
       "   OrIFG left thickness norm.  OrIFG thickness asymmetry  \\\n",
       "0                    0.018173                    15.8898   \n",
       "1                    0.018253                   -17.9859   \n",
       "2                    0.034235                   -12.9601   \n",
       "3                    0.017871                    21.3248   \n",
       "4                    0.031667                    11.7443   \n",
       "\n",
       "   TrIFG total thickness mm  TrIFG total thickness norm.  \\\n",
       "0                    2.0699                     0.019280   \n",
       "1                    1.6822                     0.015535   \n",
       "2                    3.2768                     0.029459   \n",
       "3                    1.6480                     0.015486   \n",
       "4                    3.8772                     0.037127   \n",
       "\n",
       "   TrIFG right thickness mm  TrIFG right thickness norm.  \\\n",
       "0                    2.1599                     0.020118   \n",
       "1                    1.8264                     0.016867   \n",
       "2                    2.9991                     0.026962   \n",
       "3                    1.7273                     0.016230   \n",
       "4                    4.0006                     0.038309   \n",
       "\n",
       "   TrIFG left thickness mm  TrIFG left thickness norm.  \\\n",
       "0                   2.0046                    0.018672   \n",
       "1                   1.5735                    0.014531   \n",
       "2                   3.5525                    0.031938   \n",
       "3                   1.5708                    0.014760   \n",
       "4                   3.7522                    0.035930   \n",
       "\n",
       "   TrIFG thickness asymmetry  MFC total thickness mm  \\\n",
       "0                     7.4572                  2.7934   \n",
       "1                    14.8788                  2.8494   \n",
       "2                   -16.8947                  4.2608   \n",
       "3                     9.4922                  3.2180   \n",
       "4                     6.4092                  4.1662   \n",
       "\n",
       "   MFC total thickness norm.  MFC right thickness mm  \\\n",
       "0                   0.026020                  2.8319   \n",
       "1                   0.026313                  2.9415   \n",
       "2                   0.038305                  4.3312   \n",
       "3                   0.030237                  3.2050   \n",
       "4                   0.039895                  4.1692   \n",
       "\n",
       "   MFC right thickness norm.  MFC left thickness mm  MFC left thickness norm.  \\\n",
       "0                   0.026378                 2.7265                  0.025396   \n",
       "1                   0.027164                 2.7659                  0.025542   \n",
       "2                   0.038938                 4.1588                  0.037389   \n",
       "3                   0.030116                 3.2326                  0.030375   \n",
       "4                   0.039924                 4.1635                  0.039869   \n",
       "\n",
       "   MFC thickness asymmetry  MFG total thickness mm  MFG total thickness norm.  \\\n",
       "0                  3.79390                  2.0132                   0.018752   \n",
       "1                  6.15550                  1.5077                   0.013923   \n",
       "2                  4.06000                  3.8213                   0.034354   \n",
       "3                 -0.85729                  1.9071                   0.017920   \n",
       "4                  0.13638                  3.6269                   0.034730   \n",
       "\n",
       "   MFG right thickness mm  MFG right thickness norm.  MFG left thickness mm  \\\n",
       "0                  2.0500                   0.019095                 1.9733   \n",
       "1                  1.5417                   0.014238                 1.4706   \n",
       "2                  3.7706                   0.033898                 3.8750   \n",
       "3                  1.9393                   0.018223                 1.8727   \n",
       "4                  3.4624                   0.033155                 3.7809   \n",
       "\n",
       "   MFG left thickness norm.  MFG thickness asymmetry  AOrG total thickness mm  \\\n",
       "0                  0.018381                   3.8094                   3.3337   \n",
       "1                  0.013581                   4.7215                   1.6580   \n",
       "2                  0.034837                  -2.7306                   4.4786   \n",
       "3                  0.017597                   3.4940                   2.8895   \n",
       "4                  0.036205                  -8.7933                   4.5618   \n",
       "\n",
       "   AOrG total thickness norm.  AOrG right thickness mm  \\\n",
       "0                    0.031052                   3.5453   \n",
       "1                    0.015311                   1.4359   \n",
       "2                    0.040264                   4.5247   \n",
       "3                    0.027151                   2.8837   \n",
       "4                    0.043683                   4.6664   \n",
       "\n",
       "   AOrG right thickness norm.  AOrG left thickness mm  \\\n",
       "0                    0.033023                  3.0242   \n",
       "1                    0.013260                  1.9159   \n",
       "2                    0.040678                  4.4216   \n",
       "3                    0.027096                  2.8980   \n",
       "4                    0.044684                  4.4151   \n",
       "\n",
       "   AOrG left thickness norm.  AOrG thickness asymmetry  \\\n",
       "0                   0.028169                  15.86390   \n",
       "1                   0.017693                 -28.64350   \n",
       "2                   0.039751                   2.30510   \n",
       "3                   0.027231                  -0.49514   \n",
       "4                   0.042278                   5.53350   \n",
       "\n",
       "   LOrG total thickness mm  LOrG total thickness norm.  \\\n",
       "0                   2.9736                    0.027698   \n",
       "1                   1.5148                    0.013989   \n",
       "2                   4.1055                    0.036910   \n",
       "3                   2.8320                    0.026611   \n",
       "4                   4.1180                    0.039433   \n",
       "\n",
       "   LOrG right thickness mm  LOrG right thickness norm.  \\\n",
       "0                   3.1564                    0.029401   \n",
       "1                   1.4400                    0.013298   \n",
       "2                   3.9402                    0.035423   \n",
       "3                   2.9365                    0.027593   \n",
       "4                   4.2801                    0.040986   \n",
       "\n",
       "   LOrG left thickness mm  LOrG left thickness norm.  \\\n",
       "0                  2.8123                   0.026195   \n",
       "1                  1.5904                   0.014687   \n",
       "2                  4.2527                   0.038232   \n",
       "3                  2.7466                   0.025808   \n",
       "4                  3.8329                   0.036704   \n",
       "\n",
       "   LOrG thickness asymmetry  MOrG total thickness mm  \\\n",
       "0                   11.5322                   3.2873   \n",
       "1                   -9.9248                   1.0190   \n",
       "2                   -7.6275                   3.3387   \n",
       "3                    6.6845                   3.5207   \n",
       "4                   11.0237                   3.2359   \n",
       "\n",
       "   MOrG total thickness norm.  MOrG right thickness mm  \\\n",
       "0                    0.030620                  3.39930   \n",
       "1                    0.009411                  0.98831   \n",
       "2                    0.030015                  3.85380   \n",
       "3                    0.033082                  3.75800   \n",
       "4                    0.030987                  3.97330   \n",
       "\n",
       "   MOrG right thickness norm.  MOrG left thickness mm  \\\n",
       "0                    0.031663                  3.1648   \n",
       "1                    0.009127                  1.0494   \n",
       "2                    0.034646                  2.7707   \n",
       "3                    0.035311                  3.3070   \n",
       "4                    0.038048                  2.5862   \n",
       "\n",
       "   MOrG left thickness norm.  MOrG thickness asymmetry  \\\n",
       "0                   0.029479                    7.1455   \n",
       "1                   0.009691                   -6.0004   \n",
       "2                   0.024909                   32.6995   \n",
       "3                   0.031074                   12.7658   \n",
       "4                   0.024765                   42.2921   \n",
       "\n",
       "   POrG total thickness mm  POrG total thickness norm.  \\\n",
       "0                   2.8351                    0.026408   \n",
       "1                   1.5397                    0.014218   \n",
       "2                   3.3279                    0.029919   \n",
       "3                   2.9754                    0.027958   \n",
       "4                   3.4404                    0.032945   \n",
       "\n",
       "   POrG right thickness mm  POrG right thickness norm.  \\\n",
       "0                   3.1782                    0.029604   \n",
       "1                   1.2864                    0.011880   \n",
       "2                   3.6701                    0.032995   \n",
       "3                   3.4015                    0.031962   \n",
       "4                   3.8632                    0.036993   \n",
       "\n",
       "   POrG left thickness mm  POrG left thickness norm.  \\\n",
       "0                  2.4796                   0.023097   \n",
       "1                  1.7804                   0.016442   \n",
       "2                  2.9824                   0.026813   \n",
       "3                  2.5559                   0.024016   \n",
       "4                  2.8750                   0.027530   \n",
       "\n",
       "   POrG thickness asymmetry  PrG total thickness mm  \\\n",
       "0                   24.6944                  1.5939   \n",
       "1                  -32.2167                  1.2160   \n",
       "2                   20.6753                  3.6405   \n",
       "3                   28.3899                  1.3510   \n",
       "4                   29.3315                  3.1180   \n",
       "\n",
       "   PrG total thickness norm.  PrG right thickness mm  \\\n",
       "0                   0.014847                  1.5853   \n",
       "1                   0.011229                  1.2565   \n",
       "2                   0.032729                  3.7295   \n",
       "3                   0.012694                  1.4204   \n",
       "4                   0.029857                  2.8567   \n",
       "\n",
       "   PrG right thickness norm.  PrG left thickness mm  PrG left thickness norm.  \\\n",
       "0                   0.014766                 1.6018                  0.014920   \n",
       "1                   0.011604                 1.1740                  0.010842   \n",
       "2                   0.033529                 3.5514                  0.031928   \n",
       "3                   0.013346                 1.2857                  0.012081   \n",
       "4                   0.027356                 3.3585                  0.032160   \n",
       "\n",
       "   PrG thickness asymmetry  MPrG total thickness mm  \\\n",
       "0                  -1.0391                   1.4560   \n",
       "1                   6.7882                   1.3257   \n",
       "2                   4.8905                   3.8714   \n",
       "3                   9.9507                   1.8156   \n",
       "4                 -16.1449                   3.6002   \n",
       "\n",
       "   MPrG total thickness norm.  MPrG right thickness mm  \\\n",
       "0                    0.013563                   1.4252   \n",
       "1                    0.012243                   1.1434   \n",
       "2                    0.034805                   3.7340   \n",
       "3                    0.017060                   2.0374   \n",
       "4                    0.034475                   3.5832   \n",
       "\n",
       "   MPrG right thickness norm.  MPrG left thickness mm  \\\n",
       "0                    0.013275                  1.4949   \n",
       "1                    0.010559                  1.5250   \n",
       "2                    0.033570                  3.9872   \n",
       "3                    0.019144                  1.6096   \n",
       "4                    0.034312                  3.6177   \n",
       "\n",
       "   MPrG left thickness norm.  MPrG thickness asymmetry  \\\n",
       "0                   0.013925                  -4.77520   \n",
       "1                   0.014083                 -28.59930   \n",
       "2                   0.035846                  -6.55940   \n",
       "3                   0.015125                  23.46000   \n",
       "4                   0.034643                  -0.95827   \n",
       "\n",
       "   SCA total thickness mm  SCA total thickness norm.  SCA right thickness mm  \\\n",
       "0                 3.19730                   0.029782                 3.19810   \n",
       "1                 0.92518                   0.008544                 0.91797   \n",
       "2                 2.56630                   0.023072                 2.91740   \n",
       "3                 3.56650                   0.033512                 3.38750   \n",
       "4                 1.85020                   0.017717                 2.07910   \n",
       "\n",
       "   SCA right thickness norm.  SCA left thickness mm  SCA left thickness norm.  \\\n",
       "0                   0.029789                3.19650                  0.029774   \n",
       "1                   0.008477                0.93223                  0.008609   \n",
       "2                   0.026228                2.15960                  0.019415   \n",
       "3                   0.031830                3.74220                  0.035163   \n",
       "4                   0.019909                1.60950                  0.015412   \n",
       "\n",
       "   SCA thickness asymmetry  SFG total thickness mm  SFG total thickness norm.  \\\n",
       "0                 0.051571                  1.8255                   0.017004   \n",
       "1                -1.541900                  1.0074                   0.009303   \n",
       "2                29.853400                  3.9523                   0.035532   \n",
       "3                -9.950400                  1.6770                   0.015758   \n",
       "4                25.461700                  2.9850                   0.028583   \n",
       "\n",
       "   SFG right thickness mm  SFG right thickness norm.  SFG left thickness mm  \\\n",
       "0                 1.89510                   0.017652                 1.7617   \n",
       "1                 0.93966                   0.008677                 1.0806   \n",
       "2                 3.90670                   0.035122                 4.0010   \n",
       "3                 1.67330                   0.015723                 1.6805   \n",
       "4                 3.16470                   0.030304                 2.8088   \n",
       "\n",
       "   SFG left thickness norm.  SFG thickness asymmetry  MSFG total thickness mm  \\\n",
       "0                  0.016410                  7.29510                   2.4687   \n",
       "1                  0.009979                -13.94980                   2.4679   \n",
       "2                  0.035969                 -2.38500                   4.1330   \n",
       "3                  0.015791                 -0.43155                   2.8942   \n",
       "4                  0.026897                 11.91440                   3.6356   \n",
       "\n",
       "   MSFG total thickness norm.  MSFG right thickness mm  \\\n",
       "0                    0.022995                   2.4070   \n",
       "1                    0.022791                   2.4633   \n",
       "2                    0.037157                   3.9478   \n",
       "3                    0.027195                   3.0186   \n",
       "4                    0.034814                   3.9238   \n",
       "\n",
       "   MSFG right thickness norm.  MSFG left thickness mm  \\\n",
       "0                    0.022420                  2.5277   \n",
       "1                    0.022748                  2.4725   \n",
       "2                    0.035492                  4.2909   \n",
       "3                    0.028364                  2.7620   \n",
       "4                    0.037574                  3.3728   \n",
       "\n",
       "   MSFG left thickness norm.  MSFG thickness asymmetry  \\\n",
       "0                   0.023545                  -4.89430   \n",
       "1                   0.022833                  -0.37054   \n",
       "2                   0.038576                  -8.32860   \n",
       "3                   0.025953                   8.87710   \n",
       "4                   0.032297                  15.10390   \n",
       "\n",
       "   SMC total thickness mm  SMC total thickness norm.  SMC right thickness mm  \\\n",
       "0                  2.1418                   0.019950                  2.3684   \n",
       "1                  1.3833                   0.012775                  1.4566   \n",
       "2                  3.8974                   0.035038                  3.7371   \n",
       "3                  2.3276                   0.021871                  2.4945   \n",
       "4                  3.8563                   0.036927                  4.1015   \n",
       "\n",
       "   SMC right thickness norm.  SMC left thickness mm  SMC left thickness norm.  \\\n",
       "0                   0.022061                 1.9760                  0.018406   \n",
       "1                   0.013451                 1.3088                  0.012086   \n",
       "2                   0.033597                 4.0817                  0.036696   \n",
       "3                   0.023439                 2.1315                  0.020029   \n",
       "4                   0.039275                 3.5444                  0.033941   \n",
       "\n",
       "   SMC thickness asymmetry  Temporal total thickness mm  \\\n",
       "0                  18.0626                       3.2660   \n",
       "1                  10.6913                       2.0594   \n",
       "2                  -8.8153                       3.4986   \n",
       "3                  15.6915                       3.0827   \n",
       "4                  14.5721                       3.0461   \n",
       "\n",
       "   Temporal total thickness norm.  Temporal right thickness mm  \\\n",
       "0                        0.030421                       3.2736   \n",
       "1                        0.019018                       1.9575   \n",
       "2                        0.031453                       3.3123   \n",
       "3                        0.028966                       3.0775   \n",
       "4                        0.029169                       2.8235   \n",
       "\n",
       "   Temporal right thickness norm.  Temporal left thickness mm  \\\n",
       "0                        0.030492                      3.2582   \n",
       "1                        0.018077                      2.1612   \n",
       "2                        0.029778                      3.6694   \n",
       "3                        0.028917                      3.0879   \n",
       "4                        0.027038                      3.2505   \n",
       "\n",
       "   Temporal left thickness norm.  Temporal thickness asymmetry  \\\n",
       "0                       0.030349                       0.46925   \n",
       "1                       0.019958                      -9.89340   \n",
       "2                       0.032989                     -10.23040   \n",
       "3                       0.029015                      -0.33560   \n",
       "4                       0.031126                     -14.05900   \n",
       "\n",
       "   FuG total thickness mm  FuG total thickness norm.  FuG right thickness mm  \\\n",
       "0                  3.5908                   0.033447                  3.6471   \n",
       "1                  1.2975                   0.011982                  1.2152   \n",
       "2                  3.2829                   0.029514                  3.0189   \n",
       "3                  3.5417                   0.033279                  3.6273   \n",
       "4                  2.9055                   0.027823                  2.6295   \n",
       "\n",
       "   FuG right thickness norm.  FuG left thickness mm  FuG left thickness norm.  \\\n",
       "0                   0.033971                 3.5325                  0.032904   \n",
       "1                   0.011222                 1.3796                  0.012740   \n",
       "2                   0.027141                 3.5034                  0.031496   \n",
       "3                   0.034083                 3.4600                  0.032511   \n",
       "4                   0.025179                 3.1456                  0.030121   \n",
       "\n",
       "   FuG thickness asymmetry  PP total thickness mm  PP total thickness norm.  \\\n",
       "0                   3.1925                 1.5275                  0.014228   \n",
       "1                 -12.6731                 1.4543                  0.013430   \n",
       "2                 -14.8572                 1.6022                  0.014404   \n",
       "3                   4.7202                 1.2269                  0.011528   \n",
       "4                 -17.8737                 1.4779                  0.014152   \n",
       "\n",
       "   PP right thickness mm  PP right thickness norm.  PP left thickness mm  \\\n",
       "0                 1.4923                  0.013900                1.5623   \n",
       "1                 1.4622                  0.013503                1.4485   \n",
       "2                 1.4720                  0.013234                1.7186   \n",
       "3                 1.3044                  0.012257                1.1563   \n",
       "4                 1.4557                  0.013940                1.4994   \n",
       "\n",
       "   PP left thickness norm.  PP thickness asymmetry  PT total thickness mm  \\\n",
       "0                 0.014552                -4.58280                 1.7477   \n",
       "1                 0.013377                 0.93904                 1.8019   \n",
       "2                 0.015451               -15.45800                 2.1335   \n",
       "3                 0.010865                12.04410                 1.7413   \n",
       "4                 0.014358                -2.95940                 1.8495   \n",
       "\n",
       "   PT total thickness norm.  PT right thickness mm  PT right thickness norm.  \\\n",
       "0                  0.016279                 1.6068                  0.014967   \n",
       "1                  0.016640                 1.7885                  0.016516   \n",
       "2                  0.019181                 1.7564                  0.015791   \n",
       "3                  0.016362                 1.8832                  0.017695   \n",
       "4                  0.017711                 1.6860                  0.016145   \n",
       "\n",
       "   PT left thickness mm  PT left thickness norm.  PT thickness asymmetry  \\\n",
       "0                1.8556                 0.017285                -14.3743   \n",
       "1                1.8148                 0.016759                 -1.4574   \n",
       "2                2.4448                 0.021980                -32.7722   \n",
       "3                1.5879                 0.014920                 17.0161   \n",
       "4                1.9982                 0.019134                -16.9463   \n",
       "\n",
       "   ITG total thickness mm  ITG total thickness norm.  ITG right thickness mm  \\\n",
       "0                  3.9408                   0.036707                  3.9630   \n",
       "1                  1.9211                   0.017741                  1.7166   \n",
       "2                  3.8835                   0.034913                  3.8218   \n",
       "3                  3.7829                   0.035546                  3.8921   \n",
       "4                  3.1977                   0.030620                  2.8993   \n",
       "\n",
       "   ITG right thickness norm.  ITG left thickness mm  ITG left thickness norm.  \\\n",
       "0                   0.036914                 3.9190                  0.036504   \n",
       "1                   0.015853                 2.1060                  0.019448   \n",
       "2                   0.034359                 3.9357                  0.035382   \n",
       "3                   0.036572                 3.6687                  0.034472   \n",
       "4                   0.027763                 3.4261                  0.032807   \n",
       "\n",
       "   ITG thickness asymmetry  MTG total thickness mm  MTG total thickness norm.  \\\n",
       "0                   1.1167                  3.3560                   0.031260   \n",
       "1                 -20.3711                  2.6518                   0.024489   \n",
       "2                  -2.9364                  3.6632                   0.032933   \n",
       "3                   5.9101                  3.0384                   0.028550   \n",
       "4                 -16.6563                  3.1677                   0.030333   \n",
       "\n",
       "   MTG right thickness mm  MTG right thickness norm.  MTG left thickness mm  \\\n",
       "0                  3.3249                   0.030970                 3.3919   \n",
       "1                  2.5032                   0.023117                 2.8047   \n",
       "2                  3.4122                   0.030676                 3.8937   \n",
       "3                  2.8500                   0.026780                 3.2308   \n",
       "4                  2.9111                   0.027876                 3.4270   \n",
       "\n",
       "   MTG left thickness norm.  MTG thickness asymmetry  STG total thickness mm  \\\n",
       "0                  0.031594                  -1.9958                  2.4222   \n",
       "1                  0.025901                 -11.3597                  2.5168   \n",
       "2                  0.035005                 -13.1831                  3.1755   \n",
       "3                  0.030358                 -12.5238                  2.2616   \n",
       "4                  0.032816                 -16.2800                  2.4296   \n",
       "\n",
       "   STG total thickness norm.  STG right thickness mm  \\\n",
       "0                   0.022562                  2.3194   \n",
       "1                   0.023242                  2.4809   \n",
       "2                   0.028548                  2.8704   \n",
       "3                   0.021251                  2.2064   \n",
       "4                   0.023266                  2.1092   \n",
       "\n",
       "   STG right thickness norm.  STG left thickness mm  STG left thickness norm.  \\\n",
       "0                   0.021604                 2.5148                  0.023425   \n",
       "1                   0.022910                 2.5533                  0.023579   \n",
       "2                   0.025805                 3.4884                  0.031362   \n",
       "3                   0.020732                 2.3180                  0.021781   \n",
       "4                   0.020198                 2.7060                  0.025912   \n",
       "\n",
       "   STG thickness asymmetry  TTG total thickness mm  TTG total thickness norm.  \\\n",
       "0                  -8.0866                  1.9429                   0.018097   \n",
       "1                  -2.8775                  1.4108                   0.013028   \n",
       "2                 -19.4399                  1.5787                   0.014193   \n",
       "3                  -4.9339                  2.0003                   0.018796   \n",
       "4                 -24.7872                  1.6247                   0.015558   \n",
       "\n",
       "   TTG right thickness mm  TTG right thickness norm.  TTG left thickness mm  \\\n",
       "0                  1.6187                   0.015077                 2.2165   \n",
       "1                  1.3517                   0.012482                 1.4762   \n",
       "2                  1.3313                   0.011968                 1.8015   \n",
       "3                  2.0491                   0.019254                 1.9523   \n",
       "4                  1.4076                   0.013479                 1.7837   \n",
       "\n",
       "   TTG left thickness norm.  TTG thickness asymmetry  TMP total thickness mm  \\\n",
       "0                  0.020646                 -31.1787                  3.4323   \n",
       "1                  0.013632                  -8.8076                  1.9843   \n",
       "2                  0.016196                 -30.0222                  4.3835   \n",
       "3                  0.018345                   4.8374                  3.3430   \n",
       "4                  0.017080                 -23.5674                  4.0274   \n",
       "\n",
       "   TMP total thickness norm.  TMP right thickness mm  \\\n",
       "0                   0.031971                  3.5054   \n",
       "1                   0.018325                  1.9212   \n",
       "2                   0.039409                  4.3190   \n",
       "3                   0.031412                  3.3589   \n",
       "4                   0.038566                  3.8677   \n",
       "\n",
       "   TMP right thickness norm.  TMP left thickness mm  TMP left thickness norm.  \\\n",
       "0                   0.032651                 3.3564                  0.031264   \n",
       "1                   0.017741                 2.0565                  0.018991   \n",
       "2                   0.038829                 4.4496                  0.040003   \n",
       "3                   0.031561                 3.3280                  0.031271   \n",
       "4                   0.037036                 4.2080                  0.040295   \n",
       "\n",
       "   TMP thickness asymmetry  Parietal total thickness mm  \\\n",
       "0                  4.34160                       1.8011   \n",
       "1                 -6.80590                       1.5857   \n",
       "2                 -2.97950                       3.5959   \n",
       "3                  0.92216                       1.8197   \n",
       "4                 -8.42750                       2.6864   \n",
       "\n",
       "   Parietal total thickness norm.  Parietal right thickness mm  \\\n",
       "0                        0.016777                       1.8677   \n",
       "1                        0.014643                       1.4932   \n",
       "2                        0.032328                       3.5666   \n",
       "3                        0.017098                       1.8577   \n",
       "4                        0.025725                       2.6169   \n",
       "\n",
       "   Parietal right thickness norm.  Parietal left thickness mm  \\\n",
       "0                        0.017397                      1.7361   \n",
       "1                        0.013790                      1.6792   \n",
       "2                        0.032064                      3.6263   \n",
       "3                        0.017456                      1.7789   \n",
       "4                        0.025059                      2.7550   \n",
       "\n",
       "   Parietal left thickness norm.  Parietal thickness asymmetry  \\\n",
       "0                       0.016171                        7.3036   \n",
       "1                       0.015507                      -11.7267   \n",
       "2                       0.032601                       -1.6600   \n",
       "3                       0.016715                        4.3332   \n",
       "4                       0.026381                       -5.1383   \n",
       "\n",
       "   AnG total thickness mm  AnG total thickness norm.  AnG right thickness mm  \\\n",
       "0                  2.1827                   0.020331                  2.2355   \n",
       "1                  1.8995                   0.017541                  1.8532   \n",
       "2                  3.7363                   0.033590                  3.5321   \n",
       "3                  2.2887                   0.021506                  2.3417   \n",
       "4                  2.9076                   0.027842                  2.3175   \n",
       "\n",
       "   AnG right thickness norm.  AnG left thickness mm  AnG left thickness norm.  \\\n",
       "0                   0.020823                 2.1059                  0.019615   \n",
       "1                   0.017114                 1.9752                  0.018240   \n",
       "2                   0.031754                 3.9721                  0.035710   \n",
       "3                   0.022003                 2.2209                  0.020868   \n",
       "4                   0.022192                 3.5502                  0.033996   \n",
       "\n",
       "   AnG thickness asymmetry  PoG total thickness mm  PoG total thickness norm.  \\\n",
       "0                   5.9743                  1.0779                   0.010040   \n",
       "1                  -6.3717                  1.1398                   0.010525   \n",
       "2                 -11.7284                  3.2596                   0.029304   \n",
       "3                   5.2936                  0.9514                   0.008940   \n",
       "4                 -42.0144                  2.6681                   0.025549   \n",
       "\n",
       "   PoG right thickness mm  PoG right thickness norm.  PoG left thickness mm  \\\n",
       "0                 0.90909                   0.008468                1.17950   \n",
       "1                 1.09490                   0.010111                1.18070   \n",
       "2                 3.46820                   0.031180                3.01300   \n",
       "3                 1.00500                   0.009443                0.90895   \n",
       "4                 2.92740                   0.028032                2.41180   \n",
       "\n",
       "   PoG left thickness norm.  PoG thickness asymmetry  MPoG total thickness mm  \\\n",
       "0                  0.010986                 -25.8898                  0.61489   \n",
       "1                  0.010904                  -7.5416                  1.01910   \n",
       "2                  0.027087                  14.0496                  3.46900   \n",
       "3                  0.008541                  10.0361                  1.19960   \n",
       "4                  0.023095                  19.3146                  2.66520   \n",
       "\n",
       "   MPoG total thickness norm.  MPoG right thickness mm  \\\n",
       "0                    0.005727                  0.53471   \n",
       "1                    0.009411                  0.93098   \n",
       "2                    0.031187                  3.32120   \n",
       "3                    0.011272                  1.61360   \n",
       "4                    0.025522                  3.12000   \n",
       "\n",
       "   MPoG right thickness norm.  MPoG left thickness mm  \\\n",
       "0                    0.004981                 0.70980   \n",
       "1                    0.008597                 1.15750   \n",
       "2                    0.029858                 3.75370   \n",
       "3                    0.015162                 0.71667   \n",
       "4                    0.029876                 2.19660   \n",
       "\n",
       "   MPoG left thickness norm.  MPoG thickness asymmetry  \\\n",
       "0                   0.006612                  -28.1374   \n",
       "1                   0.010689                  -21.6896   \n",
       "2                   0.033747                  -12.2262   \n",
       "3                   0.006734                   76.9789   \n",
       "4                   0.021035                   34.7337   \n",
       "\n",
       "   PCu total thickness mm  PCu total thickness norm.  PCu right thickness mm  \\\n",
       "0                  2.4752                   0.023056                  2.7436   \n",
       "1                  2.0722                   0.019136                  2.0090   \n",
       "2                  3.6852                   0.033131                  3.7574   \n",
       "3                  2.5563                   0.024020                  2.5333   \n",
       "4                  2.4133                   0.023110                  2.4344   \n",
       "\n",
       "   PCu right thickness norm.  PCu left thickness mm  PCu left thickness norm.  \\\n",
       "0                   0.025556                 2.2047                  0.020536   \n",
       "1                   0.018553                 2.1447                  0.019806   \n",
       "2                   0.033779                 3.6128                  0.032480   \n",
       "3                   0.023803                 2.5834                  0.024274   \n",
       "4                   0.023312                 2.3928                  0.022913   \n",
       "\n",
       "   PCu thickness asymmetry  SPL total thickness mm  SPL total thickness norm.  \\\n",
       "0                  21.7829                  1.1986                   0.011164   \n",
       "1                  -6.5334                  1.0936                   0.010099   \n",
       "2                   3.9216                  3.5723                   0.032116   \n",
       "3                  -1.9584                  1.3405                   0.012596   \n",
       "4                   1.7235                  2.5454                   0.024375   \n",
       "\n",
       "   SPL right thickness mm  SPL right thickness norm.  SPL left thickness mm  \\\n",
       "0                 1.13660                   0.010587                 1.2709   \n",
       "1                 0.82821                   0.007648                 1.3187   \n",
       "2                 3.53760                   0.031804                 3.6053   \n",
       "3                 1.29180                   0.012138                 1.4000   \n",
       "4                 2.55660                   0.024482                 2.5359   \n",
       "\n",
       "   SPL left thickness norm.  SPL thickness asymmetry  SMG total thickness mm  \\\n",
       "0                  0.011838                -11.15740                  2.0630   \n",
       "1                  0.012178                -45.69240                  1.8356   \n",
       "2                  0.032412                 -1.89500                  3.7351   \n",
       "3                  0.013155                 -8.03590                  1.8498   \n",
       "4                  0.024283                  0.81508                  2.9636   \n",
       "\n",
       "   SMG total thickness norm.  SMG right thickness mm  \\\n",
       "0                   0.019216                  2.0054   \n",
       "1                   0.016951                  1.6428   \n",
       "2                   0.033579                  3.5309   \n",
       "3                   0.017381                  1.8103   \n",
       "4                   0.028379                  2.7323   \n",
       "\n",
       "   SMG right thickness norm.  SMG left thickness mm  SMG left thickness norm.  \\\n",
       "0                   0.018680                 2.1129                  0.019681   \n",
       "1                   0.015171                 1.9713                  0.018204   \n",
       "2                   0.031743                 3.9074                  0.035128   \n",
       "3                   0.017011                 1.8859                  0.017721   \n",
       "4                   0.026164                 3.2098                  0.030737   \n",
       "\n",
       "   SMG thickness asymmetry  Occipital total thickness mm  \\\n",
       "0                  -5.2219                        2.1604   \n",
       "1                 -18.1765                        1.6630   \n",
       "2                 -10.1230                        2.7418   \n",
       "3                  -4.0911                        2.3115   \n",
       "4                 -16.0741                        1.9941   \n",
       "\n",
       "   Occipital total thickness norm.  Occipital right thickness mm  \\\n",
       "0                         0.020124                        2.1954   \n",
       "1                         0.015357                        1.5653   \n",
       "2                         0.024649                        2.6189   \n",
       "3                         0.021719                        2.2838   \n",
       "4                         0.019095                        1.8045   \n",
       "\n",
       "   Occipital right thickness norm.  Occipital left thickness mm  \\\n",
       "0                         0.020449                       2.1216   \n",
       "1                         0.014455                       1.7507   \n",
       "2                         0.023545                       2.8720   \n",
       "3                         0.021459                       2.3381   \n",
       "4                         0.017279                       2.1815   \n",
       "\n",
       "   Occipital left thickness norm.  Occipital thickness asymmetry  \\\n",
       "0                        0.019762                         3.4160   \n",
       "1                        0.016168                       -11.1840   \n",
       "2                        0.025820                        -9.2166   \n",
       "3                        0.021969                        -2.3482   \n",
       "4                        0.020890                       -18.9197   \n",
       "\n",
       "   Calc total thickness mm  Calc total thickness norm.  \\\n",
       "0                   1.4252                    0.013275   \n",
       "1                   1.5248                    0.014081   \n",
       "2                   1.8042                    0.016220   \n",
       "3                   1.7735                    0.016664   \n",
       "4                   1.2943                    0.012394   \n",
       "\n",
       "   Calc right thickness mm  Calc right thickness norm.  \\\n",
       "0                   1.5077                    0.014044   \n",
       "1                   1.5232                    0.014067   \n",
       "2                   1.8156                    0.016323   \n",
       "3                   1.6967                    0.015943   \n",
       "4                   1.2827                    0.012283   \n",
       "\n",
       "   Calc left thickness mm  Calc left thickness norm.  \\\n",
       "0                  1.3233                   0.012327   \n",
       "1                  1.5261                   0.014093   \n",
       "2                  1.7917                   0.016108   \n",
       "3                  1.8588                   0.017466   \n",
       "4                  1.3042                   0.012489   \n",
       "\n",
       "   Calc thickness asymmetry  Cun total thickness mm  \\\n",
       "0                  13.02390                  1.4345   \n",
       "1                  -0.18529                  1.8025   \n",
       "2                   1.32310                  2.3286   \n",
       "3                  -9.11870                  1.6911   \n",
       "4                  -1.66580                  1.5294   \n",
       "\n",
       "   Cun total thickness norm.  Cun right thickness mm  \\\n",
       "0                   0.013362                  1.4718   \n",
       "1                   0.016645                  1.6127   \n",
       "2                   0.020934                  2.3741   \n",
       "3                   0.015890                  1.6523   \n",
       "4                   0.014646                  1.4976   \n",
       "\n",
       "   Cun right thickness norm.  Cun left thickness mm  Cun left thickness norm.  \\\n",
       "0                   0.013710                 1.3960                  0.013004   \n",
       "1                   0.014893                 2.0195                  0.018649   \n",
       "2                   0.021344                 2.2820                  0.020516   \n",
       "3                   0.015526                 1.7218                  0.016179   \n",
       "4                   0.014341                 1.5697                  0.015031   \n",
       "\n",
       "   Cun thickness asymmetry  LiG total thickness mm  LiG total thickness norm.  \\\n",
       "0                   5.2872                  2.6947                   0.025100   \n",
       "1                 -22.3959                  1.3839                   0.012780   \n",
       "2                   3.9557                  2.7662                   0.024869   \n",
       "3                  -4.1212                  2.7446                   0.025790   \n",
       "4                  -4.6989                  1.9723                   0.018887   \n",
       "\n",
       "   LiG right thickness mm  LiG right thickness norm.  LiG left thickness mm  \\\n",
       "0                  2.6765                   0.024931                 2.7156   \n",
       "1                  1.4659                   0.013537                 1.3151   \n",
       "2                  2.7451                   0.024679                 2.7923   \n",
       "3                  2.6836                   0.025216                 2.8035   \n",
       "4                  1.9614                   0.018782                 1.9845   \n",
       "\n",
       "   LiG left thickness norm.  LiG thickness asymmetry  OFuG total thickness mm  \\\n",
       "0                  0.025295                  -1.4516                   2.6172   \n",
       "1                  0.012145                  10.8422                   0.8187   \n",
       "2                  0.025103                  -1.7048                   2.6581   \n",
       "3                  0.026343                  -4.3705                   2.7348   \n",
       "4                  0.019003                  -1.1688                   2.3058   \n",
       "\n",
       "   OFuG total thickness norm.  OFuG right thickness mm  \\\n",
       "0                    0.024378                   2.6735   \n",
       "1                    0.007560                   0.7054   \n",
       "2                    0.023897                   2.6871   \n",
       "3                    0.025697                   2.7955   \n",
       "4                    0.022080                   2.1811   \n",
       "\n",
       "   OFuG right thickness norm.  OFuG left thickness mm  \\\n",
       "0                    0.024903                 2.56540   \n",
       "1                    0.006514                 0.95138   \n",
       "2                    0.024158                 2.62290   \n",
       "3                    0.026268                 2.65960   \n",
       "4                    0.020886                 2.43650   \n",
       "\n",
       "   OFuG left thickness norm.  OFuG thickness asymmetry  \\\n",
       "0                   0.023896                    4.1248   \n",
       "1                   0.008786                  -29.6945   \n",
       "2                   0.023581                    2.4170   \n",
       "3                   0.024990                    4.9848   \n",
       "4                   0.023332                  -11.0616   \n",
       "\n",
       "   IOG total thickness mm  IOG total thickness norm.  IOG right thickness mm  \\\n",
       "0                  2.6772                   0.024937                  2.7465   \n",
       "1                  2.1906                   0.020230                  2.0516   \n",
       "2                  3.1781                   0.028572                  2.7547   \n",
       "3                  3.0026                   0.028214                  3.0601   \n",
       "4                  2.5589                   0.024504                  2.2443   \n",
       "\n",
       "   IOG right thickness norm.  IOG left thickness mm  IOG left thickness norm.  \\\n",
       "0                   0.025583                 2.6029                  0.024245   \n",
       "1                   0.018946                 2.3194                  0.021419   \n",
       "2                   0.024766                 3.6299                  0.032633   \n",
       "3                   0.028753                 2.9556                  0.027772   \n",
       "4                   0.021491                 2.8439                  0.027232   \n",
       "\n",
       "   IOG thickness asymmetry  MOG total thickness mm  MOG total thickness norm.  \\\n",
       "0                   5.3689                  2.5650                   0.023892   \n",
       "1                 -12.2543                  2.4379                   0.022513   \n",
       "2                 -27.4141                  3.6018                   0.032381   \n",
       "3                   3.4725                  2.5062                   0.023549   \n",
       "4                 -23.5677                  2.7919                   0.026735   \n",
       "\n",
       "   MOG right thickness mm  MOG right thickness norm.  MOG left thickness mm  \\\n",
       "0                  2.6220                   0.024423                 2.5040   \n",
       "1                  2.2508                   0.020785                 2.5688   \n",
       "2                  3.1649                   0.028453                 3.9806   \n",
       "3                  2.4660                   0.023172                 2.5568   \n",
       "4                  2.2825                   0.021857                 3.1366   \n",
       "\n",
       "   MOG left thickness norm.  MOG thickness asymmetry  SOG total thickness mm  \\\n",
       "0                  0.023324                   4.6047                  1.1479   \n",
       "1                  0.023722                 -13.1970                  1.3543   \n",
       "2                  0.035786                 -22.8299                  2.3470   \n",
       "3                  0.024024                  -3.6139                  1.5125   \n",
       "4                  0.030036                 -31.5233                  1.4321   \n",
       "\n",
       "   SOG total thickness norm.  SOG right thickness mm  \\\n",
       "0                   0.010693                  1.2257   \n",
       "1                   0.012507                  1.3024   \n",
       "2                   0.021100                  2.5088   \n",
       "3                   0.014212                  1.3874   \n",
       "4                   0.013713                  1.2778   \n",
       "\n",
       "   SOG right thickness norm.  SOG left thickness mm  SOG left thickness norm.  \\\n",
       "0                   0.011417                 1.0436                  0.009721   \n",
       "1                   0.012028                 1.4095                  0.013016   \n",
       "2                   0.022555                 2.2017                  0.019794   \n",
       "3                   0.013036                 1.6346                  0.015359   \n",
       "4                   0.012236                 1.6145                  0.015460   \n",
       "\n",
       "   SOG thickness asymmetry  OCP total thickness mm  OCP total thickness norm.  \\\n",
       "0                  16.0452                 0.88837                   0.008275   \n",
       "1                  -7.8936                 1.23170                   0.011375   \n",
       "2                  13.0409                 1.99520                   0.017937   \n",
       "3                 -16.3600                 1.28270                   0.012052   \n",
       "4                 -23.2855                 1.12510                   0.010773   \n",
       "\n",
       "   OCP right thickness mm  OCP right thickness norm.  OCP left thickness mm  \\\n",
       "0                 1.10050                   0.010251                0.62159   \n",
       "1                 1.05170                   0.009712                1.36070   \n",
       "2                 2.07860                   0.018687                1.89800   \n",
       "3                 1.07560                   0.010107                1.41710   \n",
       "4                 0.96578                   0.009248                1.28670   \n",
       "\n",
       "   OCP left thickness norm.  OCP thickness asymmetry  \\\n",
       "0                  0.005790                  55.6209   \n",
       "1                  0.012566                 -25.6226   \n",
       "2                  0.017064                   9.0797   \n",
       "3                  0.013316                 -27.3961   \n",
       "4                  0.012321                 -28.4915   \n",
       "\n",
       "   Limbic total thickness mm  Limbic total thickness norm.  \\\n",
       "0                     3.0806                      0.028695   \n",
       "1                     1.9572                      0.018074   \n",
       "2                     3.4068                      0.030627   \n",
       "3                     3.3533                      0.031508   \n",
       "4                     3.3012                      0.031612   \n",
       "\n",
       "   Limbic right thickness mm  Limbic right thickness norm.  \\\n",
       "0                     3.0627                      0.028528   \n",
       "1                     2.0074                      0.018538   \n",
       "2                     3.3403                      0.030030   \n",
       "3                     3.4484                      0.032402   \n",
       "4                     3.1723                      0.030378   \n",
       "\n",
       "   Limbic left thickness mm  Limbic left thickness norm.  \\\n",
       "0                    3.0970                     0.028847   \n",
       "1                    1.9076                     0.017616   \n",
       "2                    3.4699                     0.031195   \n",
       "3                    3.2576                     0.030610   \n",
       "4                    3.4260                     0.032806   \n",
       "\n",
       "   Limbic thickness asymmetry  Ent total thickness mm  \\\n",
       "0                     -1.1120                  3.1223   \n",
       "1                      5.1005                  1.5351   \n",
       "2                     -3.8062                  3.2862   \n",
       "3                      5.6876                  3.4501   \n",
       "4                     -7.6875                  3.2995   \n",
       "\n",
       "   Ent total thickness norm.  Ent right thickness mm  \\\n",
       "0                   0.029083                  3.1623   \n",
       "1                   0.014176                  1.6305   \n",
       "2                   0.029544                  3.5150   \n",
       "3                   0.032418                  3.5099   \n",
       "4                   0.031595                  3.3630   \n",
       "\n",
       "   Ent right thickness norm.  Ent left thickness mm  Ent left thickness norm.  \\\n",
       "0                   0.029456                 3.0849                  0.028735   \n",
       "1                   0.015057                 1.4315                  0.013220   \n",
       "2                   0.031600                 3.0476                  0.027399   \n",
       "3                   0.032980                 3.3865                  0.031821   \n",
       "4                   0.032204                 3.2353                  0.030980   \n",
       "\n",
       "   Ent thickness asymmetry  ACgG total thickness mm  \\\n",
       "0                   2.4777                   3.6235   \n",
       "1                  12.9987                   2.9300   \n",
       "2                  14.2434                   4.0803   \n",
       "3                   3.5771                   4.0935   \n",
       "4                   3.8720                   4.1116   \n",
       "\n",
       "   ACgG total thickness norm.  ACgG right thickness mm  \\\n",
       "0                    0.033752                   3.3051   \n",
       "1                    0.027057                   3.0803   \n",
       "2                    0.036683                   3.9392   \n",
       "3                    0.038464                   4.1865   \n",
       "4                    0.039372                   4.0539   \n",
       "\n",
       "   ACgG right thickness norm.  ACgG left thickness mm  \\\n",
       "0                    0.030786                  3.8526   \n",
       "1                    0.028446                  2.7822   \n",
       "2                    0.035414                  4.2146   \n",
       "3                    0.039338                  4.0027   \n",
       "4                    0.038820                  4.1726   \n",
       "\n",
       "   ACgG left thickness norm.  ACgG thickness asymmetry  \\\n",
       "0                   0.035885                  -15.2967   \n",
       "1                   0.025693                   10.1688   \n",
       "2                   0.037890                   -6.7551   \n",
       "3                   0.037611                    4.4884   \n",
       "4                   0.039957                   -2.8860   \n",
       "\n",
       "   MCgG total thickness mm  MCgG total thickness norm.  \\\n",
       "0                   2.8722                    0.026753   \n",
       "1                   1.6803                    0.015517   \n",
       "2                   3.3229                    0.029874   \n",
       "3                   2.9799                    0.028001   \n",
       "4                   3.3250                    0.031840   \n",
       "\n",
       "   MCgG right thickness mm  MCgG right thickness norm.  \\\n",
       "0                   2.9469                    0.027450   \n",
       "1                   1.7424                    0.016090   \n",
       "2                   3.2059                    0.028821   \n",
       "3                   3.1457                    0.029558   \n",
       "4                   2.9778                    0.028515   \n",
       "\n",
       "   MCgG left thickness mm  MCgG left thickness norm.  \\\n",
       "0                  2.7835                   0.025927   \n",
       "1                  1.6199                   0.014959   \n",
       "2                  3.4293                   0.030830   \n",
       "3                  2.7986                   0.026297   \n",
       "4                  3.6466                   0.034919   \n",
       "\n",
       "   MCgG thickness asymmetry  PCgG total thickness mm  \\\n",
       "0                    5.7052                   2.9839   \n",
       "1                    7.2857                   1.9512   \n",
       "2                   -6.7356                   3.1654   \n",
       "3                   11.6773                   3.2737   \n",
       "4                  -20.1903                   2.4833   \n",
       "\n",
       "   PCgG total thickness norm.  PCgG right thickness mm  \\\n",
       "0                    0.027794                   3.1180   \n",
       "1                    0.018018                   1.8600   \n",
       "2                    0.028457                   3.0815   \n",
       "3                    0.030761                   3.3641   \n",
       "4                    0.023779                   2.4664   \n",
       "\n",
       "   PCgG right thickness norm.  PCgG left thickness mm  \\\n",
       "0                    0.029043                  2.8543   \n",
       "1                    0.017177                  2.0354   \n",
       "2                    0.027703                  3.2421   \n",
       "3                    0.031610                  3.1853   \n",
       "4                    0.023618                  2.4993   \n",
       "\n",
       "   PCgG left thickness norm.  PCgG thickness asymmetry  \\\n",
       "0                   0.026587                    8.8301   \n",
       "1                   0.018796                   -9.0012   \n",
       "2                   0.029147                   -5.0813   \n",
       "3                   0.029930                    5.4604   \n",
       "4                   0.023933                   -1.3233   \n",
       "\n",
       "   PHG total thickness mm  PHG total thickness norm.  PHG right thickness mm  \\\n",
       "0                 2.53020                   0.023568                 2.71730   \n",
       "1                 0.60671                   0.005603                 0.65341   \n",
       "2                 2.76070                   0.024819                 2.75670   \n",
       "3                 2.53550                   0.023825                 2.54280   \n",
       "4                 2.42020                   0.023176                 2.14810   \n",
       "\n",
       "   PHG right thickness norm.  PHG left thickness mm  PHG left thickness norm.  \\\n",
       "0                   0.025311                2.38450                  0.022211   \n",
       "1                   0.006034                0.55736                  0.005147   \n",
       "2                   0.024783                2.76470                  0.024856   \n",
       "3                   0.023893                2.52890                  0.023762   \n",
       "4                   0.020569                2.65350                  0.025410   \n",
       "\n",
       "   PHG thickness asymmetry  Insular total thickness mm  \\\n",
       "0                 13.04470                      2.7527   \n",
       "1                 15.86680                      1.8153   \n",
       "2                 -0.29315                      3.1235   \n",
       "3                  0.54844                      3.0146   \n",
       "4                -21.05350                      2.6082   \n",
       "\n",
       "   Insular total thickness norm.  Insular right thickness mm  \\\n",
       "0                       0.025640                      2.8528   \n",
       "1                       0.016764                      1.7147   \n",
       "2                       0.028081                      3.0657   \n",
       "3                       0.028326                      3.0761   \n",
       "4                       0.024976                      2.5847   \n",
       "\n",
       "   Insular right thickness norm.  Insular left thickness mm  \\\n",
       "0                       0.026573                     2.6568   \n",
       "1                       0.015834                     1.9053   \n",
       "2                       0.027561                     3.1780   \n",
       "3                       0.028904                     2.9494   \n",
       "4                       0.024751                     2.6318   \n",
       "\n",
       "   Insular left thickness norm.  Insular thickness asymmetry  \\\n",
       "0                      0.024747                       7.1170   \n",
       "1                      0.017595                     -10.5351   \n",
       "2                      0.028571                      -3.5978   \n",
       "3                      0.027714                       4.2038   \n",
       "4                      0.025201                      -1.8040   \n",
       "\n",
       "   AIns total thickness mm  AIns total thickness norm.  \\\n",
       "0                   3.4462                    0.032100   \n",
       "1                   2.2474                    0.020754   \n",
       "2                   3.7632                    0.033832   \n",
       "3                   3.8219                    0.035912   \n",
       "4                   3.1530                    0.030193   \n",
       "\n",
       "   AIns right thickness mm  AIns right thickness norm.  \\\n",
       "0                   3.7535                    0.034962   \n",
       "1                   2.0170                    0.018626   \n",
       "2                   3.7440                    0.033659   \n",
       "3                   3.8627                    0.036295   \n",
       "4                   3.2516                    0.031137   \n",
       "\n",
       "   AIns left thickness mm  AIns left thickness norm.  \\\n",
       "0                  3.1515                   0.029355   \n",
       "1                  2.4649                   0.022762   \n",
       "2                  3.7816                   0.033998   \n",
       "3                  3.7831                   0.035547   \n",
       "4                  3.0503                   0.029209   \n",
       "\n",
       "   AIns thickness asymmetry  PIns total thickness mm  \\\n",
       "0                   17.4366                   2.7072   \n",
       "1                  -19.9868                   2.0776   \n",
       "2                   -1.0006                   2.8158   \n",
       "3                    2.0831                   3.3763   \n",
       "4                    6.3906                   2.6695   \n",
       "\n",
       "   PIns total thickness norm.  PIns right thickness mm  \\\n",
       "0                    0.025217                   2.7158   \n",
       "1                    0.019186                   1.9347   \n",
       "2                    0.025315                   2.8209   \n",
       "3                    0.031725                   3.4106   \n",
       "4                    0.025563                   2.6032   \n",
       "\n",
       "   PIns right thickness norm.  PIns left thickness mm  \\\n",
       "0                    0.025297                  2.6989   \n",
       "1                    0.017867                  2.2068   \n",
       "2                    0.025360                  2.8103   \n",
       "3                    0.032048                  3.3346   \n",
       "4                    0.024927                  2.7432   \n",
       "\n",
       "   PIns left thickness norm.  PIns thickness asymmetry  CO total thickness mm  \\\n",
       "0                   0.025139                   0.62508                 2.2751   \n",
       "1                   0.020380                 -13.14120                 1.6174   \n",
       "2                   0.025266                   0.37495                 2.8556   \n",
       "3                   0.031333                   2.25330                 2.5289   \n",
       "4                   0.026269                  -5.23970                 2.2663   \n",
       "\n",
       "   CO total thickness norm.  CO right thickness mm  CO right thickness norm.  \\\n",
       "0                  0.021192                 2.2974                  0.021400   \n",
       "1                  0.014937                 1.6789                  0.015505   \n",
       "2                  0.025672                 2.7050                  0.024319   \n",
       "3                  0.023762                 2.5811                  0.024253   \n",
       "4                  0.021702                 2.1647                  0.020729   \n",
       "\n",
       "   CO left thickness mm  CO left thickness norm.  CO thickness asymmetry  \\\n",
       "0                2.2555                 0.021009                  1.8444   \n",
       "1                1.5649                 0.014452                  7.0291   \n",
       "2                2.9920                 0.026898                -10.0736   \n",
       "3                2.4760                 0.023266                  4.1551   \n",
       "4                2.3666                 0.022662                 -8.9094   \n",
       "\n",
       "   FO total thickness mm  FO total thickness norm.  FO right thickness mm  \\\n",
       "0                 2.4988                  0.023276                 2.7160   \n",
       "1                 1.7221                  0.015903                 1.5468   \n",
       "2                 2.8097                  0.025260                 3.0805   \n",
       "3                 2.7223                  0.025579                 2.8077   \n",
       "4                 2.7349                  0.026189                 2.7115   \n",
       "\n",
       "   FO right thickness norm.  FO left thickness mm  FO left thickness norm.  \\\n",
       "0                  0.025299                2.2623                 0.021072   \n",
       "1                  0.014284                1.8574                 0.017152   \n",
       "2                  0.027695                2.5364                 0.022803   \n",
       "3                  0.026383                2.6216                 0.024634   \n",
       "4                  0.025965                2.7589                 0.026419   \n",
       "\n",
       "   FO thickness asymmetry  PO total thickness mm  PO total thickness norm.  \\\n",
       "0                 18.2292                 2.4475                  0.022797   \n",
       "1                -18.2462                 1.3628                  0.012585   \n",
       "2                 19.3760                 2.8289                  0.025432   \n",
       "3                  6.8561                 2.3106                  0.021711   \n",
       "4                 -1.7345                 1.9995                  0.019147   \n",
       "\n",
       "   PO right thickness mm  PO right thickness norm.  PO left thickness mm  \\\n",
       "0                 2.2930                  0.021358                2.5970   \n",
       "1                 1.2929                  0.011940                1.4317   \n",
       "2                 2.4842                  0.022334                3.1091   \n",
       "3                 2.4840                  0.023341                2.1159   \n",
       "4                 1.8184                  0.017413                2.1486   \n",
       "\n",
       "   PO left thickness norm.  PO thickness asymmetry  \n",
       "0                 0.024190                -12.4336  \n",
       "1                 0.013222                -10.1909  \n",
       "2                 0.027951                -22.3438  \n",
       "3                 0.019882                 16.0040  \n",
       "4                 0.020574                -16.6438  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Load Dataset\n",
    "import pandas as pd \n",
    "\n",
    "# Load Dataset\n",
    "file_path = \"/Users/Sebastiano/ML_MRI copy.xlsx\"\n",
    "df = pd.read_excel(file_path)\n",
    "\n",
    "print(\"N° of patients: {}\".format(len(df)))\n",
    "print(\"N° of columns: {}\".format(df.shape[1]))\n",
    "\n",
    "pd.set_option('display.max_columns', None)\n",
    "\n",
    "import os \n",
    "# Create the results/ directory if it doesn't exist\n",
    "if not os.path.exists('results'):\n",
    "    os.makedirs('results')\n",
    "\n",
    "# Extract feature matrix X and show 5 random samples\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Mann-Whitney U statistic: 228.0\n",
      "P-value: 0.37189046849251883\n",
      "There is no significant difference in SNR between NP-SLE 2 and 0+1.\n"
     ]
    }
   ],
   "source": [
    "from scipy.stats import mannwhitneyu\n",
    "\n",
    "# Select the relevant columns\n",
    "df_subset = df[['NP-SLE', 'SNR']]\n",
    "\n",
    "# Separate data into two groups: NP-SLE 2 and 0+1\n",
    "group_2 = df_subset[df_subset['NP-SLE'] == 2]\n",
    "group_01 = df_subset[df_subset['NP-SLE'].isin([0, 1])]\n",
    "\n",
    "# Perform Mann-Whitney U test\n",
    "statistic, p_value = mannwhitneyu(group_2['SNR'], group_01['SNR'])\n",
    "\n",
    "# Print the results\n",
    "print(f\"Mann-Whitney U statistic: {statistic}\")\n",
    "print(f\"P-value: {p_value}\")\n",
    "\n",
    "# Check for significance (using the commonly used 0.05 threshold)\n",
    "if p_value < 0.05:\n",
    "    print(\"The difference in SNR between NP-SLE 2 and 0+1 is statistically significant.\")\n",
    "else:\n",
    "    print(\"There is no significant difference in SNR between NP-SLE 2 and 0+1.\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Chi-square test for Gender:\n",
      "Chi-square Statistic: 0.5671870812114713\n",
      "P-value: 0.753072675971054\n",
      "\n",
      "Kruskal-Wallis H test for Age:\n",
      "P-value: 0.8527956668914891\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "from scipy.stats import f_oneway, kruskal, chi2_contingency\n",
    "\n",
    "# Assuming df is your DataFrame with columns: Patient, Gender, Age, NP-SLE\n",
    "# Selecting required columns\n",
    "selected_columns = df[['Gender', 'Age', 'NP-SLE']]\n",
    "\n",
    "# Splitting data based on NP-SLE groups\n",
    "np_sle_0 = selected_columns[selected_columns['NP-SLE'] == 0]\n",
    "np_sle_1 = selected_columns[selected_columns['NP-SLE'] == 1]\n",
    "np_sle_2 = selected_columns[selected_columns['NP-SLE'] == 2]\n",
    "\n",
    "# Compare Gender using Chi-square test\n",
    "gender_crosstab = pd.crosstab(selected_columns['Gender'], selected_columns['NP-SLE'])\n",
    "chi2_stat, p_val_gender, _, _ = chi2_contingency(gender_crosstab)\n",
    "print(\"Chi-square test for Gender:\")\n",
    "print(\"Chi-square Statistic:\", chi2_stat)\n",
    "print(\"P-value:\", p_val_gender)\n",
    "\n",
    "# Compare Age using Kruskal-Wallis H test\n",
    "_, p_val_age = kruskal(np_sle_0['Age'], np_sle_1['Age'], np_sle_2['Age'])\n",
    "print(\"\\nKruskal-Wallis H test for Age:\")\n",
    "print(\"P-value:\", p_val_age)\n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Structure Investigation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(27, 969)"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Show size of the dataset\n",
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "float64    931\n",
       "int64       30\n",
       "object       8\n",
       "dtype: int64"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Count how many times each data type is present in the dataset\n",
    "pd.value_counts(df.dtypes)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Structure of non-numerical features"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Display non-numerical features\n",
    "df.select_dtypes(exclude=\"number\").head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.describe(exclude=\"number\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Structure of numerical features"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# For each numerical feature compute number of unique entries\n",
    "unique_values = df.select_dtypes(include=\"number\").nunique().sort_values()\n",
    "\n",
    "# Plot information with y-axis in log-scale\n",
    "unique_values.plot.bar(logy=True, figsize=(55, 40), title=\"Unique values\");"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.iloc[:, :11].describe(include=\"number\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.iloc[:,11 :21].describe(include=\"number\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.iloc[:,21 :41].describe(include=\"number\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.iloc[:,41 :61].describe(include=\"number\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Describe\n",
    "\n",
    "df.iloc[:,6:35].groupby(['NP-SLE']).describe()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Quality Investigation"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Duplicates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "You seem to have 0 duplicates in your database.\n"
     ]
    }
   ],
   "source": [
    "# Check number of duplicates while ignoring the index feature\n",
    "n_duplicates = df.drop(labels=[\"Patient\"], axis=1).duplicated().sum()\n",
    "print(f\"You seem to have {n_duplicates} duplicates in your database.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(27, 969)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#  Extract column names of all features, except 'Accident_Index'\n",
    "columns_to_consider = df.drop(labels=[\"Patient\"], axis=1).columns\n",
    "\n",
    "# Drop duplicates based on 'columns_to_consider'\n",
    "df_X = df.drop_duplicates(subset=columns_to_consider)\n",
    "df_X.shape"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Missing Values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.imshow(df_X.isna(), aspect=\"auto\", interpolation=\"nearest\", cmap=\"gray\")\n",
    "plt.xlabel(\"Column Number\")\n",
    "plt.ylabel(\"Sample Number\");"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Calculate the percentage of missing values in each column\n",
    "missing_perc = (df_X.isnull().sum() / len(df_X)) * 100\n",
    "\n",
    "# Calculate the percentage of unique values in each column\n",
    "unique_perc = (df_X.nunique() / len(df_X)) * 100\n",
    "\n",
    "# Calculate the skewness of each column\n",
    "skewness = df_X.skew()\n",
    "\n",
    "# Print the results\n",
    "print('Column Noisiness:')\n",
    "print('-------------------')\n",
    "print('Missing values:')\n",
    "print(missing_perc)\n",
    "print('Unique values:')\n",
    "print(unique_perc)\n",
    "print('-------------------')\n",
    "print('Type of noise:')\n",
    "print('-------------------')\n",
    "print('Skewness:')\n",
    "print(skewness)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Unwanted entries and recording errors"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_X.iloc[:, :60].plot(lw=0, marker=\".\", subplots=True, layout=(-1, 4), figsize=(15, 30), markersize=6);"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Non-numerical features"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Extract descriptive properties of non-numerical features\n",
    "df_X.describe(exclude=[\"number\", \"datetime\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create figure object with 3 subplots\n",
    "fig, axes = plt.subplots(ncols=1, nrows=7, figsize=(12, 16))\n",
    "\n",
    "# Identify non-numerical features\n",
    "df_non_numerical = df_X.select_dtypes(exclude=[\"number\", \"datetime\"])\n",
    "\n",
    "# Loop through features and put each subplot on a matplotlib axis object\n",
    "for col, ax in zip(df_non_numerical.columns, axes.ravel()):\n",
    "\n",
    "    # Selects one single feature and counts number of occurrences per unique value\n",
    "    df_non_numerical[col].value_counts().plot(\n",
    "\n",
    "        # Plots this information in a figure with log-scaled y-axis\n",
    "        logy=True, title=col, lw=0, marker=\".\", ax=ax)\n",
    "    \n",
    "plt.tight_layout();"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Content Investigation"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Feature Distribution"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_X_50 = df_X.iloc[:, :55] # Select the first 55 columns\n",
    "# Plots the histogram for each numerical feature in a separate subplot\n",
    "df_X_50.hist(bins=25, figsize=(25, 45), layout=(-1, 5), edgecolor=\"black\")\n",
    "# Save the figure to the results folder as a PNG file\n",
    "plt.savefig('results/feature_distribution.png', dpi=300, bbox_inches='tight')\n",
    "plt.show()  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Collects for each feature the most frequent entry\n",
    "most_frequent_entry = df_X_50.mode()\n",
    "\n",
    "# Checks for each entry if it contains the most frequent entry\n",
    "df_freq_50 = df_X_50.eq(most_frequent_entry.values, axis=1)\n",
    "\n",
    "# Computes the mean of the 'is_most_frequent' occurrence\n",
    "df_freq_50 = df_freq_50.mean().sort_values(ascending=False)\n",
    "\n",
    "# Show the 5 top features with the highest ratio of singular value content\n",
    "display(df_freq_50.head())\n",
    "\n",
    "# Visualize the 'df_freq' table\n",
    "df_freq_50.plot.bar(figsize=(15, 4));"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import seaborn as sns\n",
    "\n",
    "# Select the numeric columns\n",
    "numeric_cols = df.iloc[:, :61].select_dtypes(include=['float64', 'int64']).columns.tolist()\n",
    "\n",
    "# Plot the histograms of patients without Neuro event\n",
    "for col in numeric_cols:\n",
    "    elected_rows = df[df['NP-SLE'] == 0]\n",
    "    fig, ax = plt.subplots()\n",
    "    sns.histplot(data=df, x=col, kde=True, ax=ax)\n",
    "    ax.axvline(df[col].mean(), color='red', linestyle='--', label='Mean')\n",
    "    ax.axvline(df[col].median(), color='green', linestyle='--', label='Median')\n",
    "    ax.axvline(df[col].std(), color='orange', linestyle='--', label='Standard Deviation')\n",
    "    ax.set_title(f'Distribution of {col}')\n",
    "    ax.legend()\n",
    "    # Save the figure to the results folder as a PNG file\n",
    "    fig.savefig(f'results/Neuro_2/{col}_distribution.png', dpi=300, bbox_inches='tight')\n",
    "    plt.show()  #\n",
    "    plt.close(fig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Plot the histograms of patients with Neuro event\n",
    "for col in numeric_cols:\n",
    "    elected_rows = df[df['NP-SLE'] == 1]\n",
    "    fig, ax = plt.subplots()\n",
    "    sns.histplot(data=df, x=col, kde=True, ax=ax)\n",
    "    ax.axvline(df[col].mean(), color='red', linestyle='--', label='Mean')\n",
    "    ax.axvline(df[col].median(), color='green', linestyle='--', label='Median')\n",
    "    ax.axvline(df[col].std(), color='orange', linestyle='--', label='Standard Deviation')\n",
    "    ax.set_title(f'Distribution of {col}')\n",
    "    ax.legend()\n",
    "    # Save the figure to the results folder as a PNG file\n",
    "    fig.savefig(f'results/Neuro_2/{col}_distribution.png', dpi=300, bbox_inches='tight')\n",
    "    plt.show()  \n",
    "    plt.close(fig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Plot the boxplots with quartiles and median of patients without Neuro event\n",
    "for col in numeric_cols:\n",
    "    selected_rows = df[df['NP-SLE'] == 0]\n",
    "    fig, ax = plt.subplots()\n",
    "    sns.boxplot(data=selected_rows, x=col, showfliers=False)\n",
    "    ax.set_title(f'Distribution of {col}')\n",
    "    # Add median line\n",
    "    median = selected_rows[col].median()\n",
    "    ax.axvline(median, color='red', label=f'Median: {median:.2f}')\n",
    "    # Add quartile lines\n",
    "    q1, q3 = selected_rows[col].quantile(q=[0.25, 0.75])\n",
    "    ax.axvline(q1, color='green', label=f'Q1: {q1:.2f}')\n",
    "    ax.axvline(q3, color='orange', label=f'Q3: {q3:.2f}')\n",
    "    ax.legend()\n",
    "    # Save the figure to the results folder as a PNG file\n",
    "    fig.savefig(f'results/Neuro_2/{col}_distribution.png', dpi=300, bbox_inches='tight')\n",
    "    plt.show()  \n",
    "    plt.close(fig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Plot the boxplots with quartiles and median of patients without Neuro event\n",
    "for col in numeric_cols:\n",
    "    selected_rows = df[df['NP-SLE'] == 1]\n",
    "    fig, ax = plt.subplots()\n",
    "    sns.boxplot(data=selected_rows, x=col, showfliers=False)\n",
    "    ax.set_title(f'Distribution of {col}')\n",
    "    # Add median line\n",
    "    median = selected_rows[col].median()\n",
    "    ax.axvline(median, color='red', label=f'Median: {median:.2f}')\n",
    "    # Add quartile lines\n",
    "    q1, q3 = selected_rows[col].quantile(q=[0.25, 0.75])\n",
    "    ax.axvline(q1, color='green', label=f'Q1: {q1:.2f}')\n",
    "    ax.axvline(q3, color='orange', label=f'Q3: {q3:.2f}')\n",
    "    ax.legend()\n",
    "    # Save the figure to the results folder as a PNG file\n",
    "    fig.savefig(f'results/Neuro_2/{col}_distribution.png', dpi=300, bbox_inches='tight')\n",
    "    plt.show()  \n",
    "    plt.close(fig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "from scipy import stats\n",
    "\n",
    "#df = df.drop(['Patient','Date of Birth', 'Gender', 'Education', 'Age'], axis = 'columns')\n",
    "\n",
    "# Select a numeric column for demonstration\n",
    "numeric_col = 'Brain (WM+GM) volume cm3'\n",
    "\n",
    "# Generate the theoretical quantiles for a normal distribution\n",
    "normal_theoretical = np.random.normal(loc=np.mean(df[numeric_col]), scale=np.std(df[numeric_col]), size=len(df[numeric_col]))\n",
    "\n",
    "# Calculate the sample quantiles\n",
    "sample_quantiles = np.sort(df[numeric_col])\n",
    "\n",
    "# Create the QQ plot\n",
    "stats.probplot(df[numeric_col], dist='norm', plot=plt)\n",
    "\n",
    "# Show the plot\n",
    "plt.title('QQ Plot of {}'.format(numeric_col))\n",
    "plt.xlabel('Theoretical Quantiles')\n",
    "plt.ylabel('Sample Quantiles')\n",
    "# Save the figure to the results folder as a PNG file, before showing the plot\n",
    "plt.savefig('results/QQ_Abnormal_white.png', dpi=300, bbox_inches='tight')\n",
    "# Show the plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import statsmodels.api as sm\n",
    "\n",
    "# Select variables with over 10 unique values\n",
    "unique_counts = df.nunique()\n",
    "vars_to_plot = df.iloc[:, :51]\n",
    "vars_to_plot = unique_counts[unique_counts > 10].index.tolist()\n",
    "\n",
    "# Loop over variables and create QQ plots\n",
    "for var in vars_to_plot:\n",
    "    # Calculate mean and standard deviation of the variable\n",
    "    mean = df[var].mean()\n",
    "    std = df[var].std()\n",
    "    \n",
    "    # Generate theoretical quantiles based on the mean and standard deviation\n",
    "    theoretical_quantiles = stats.norm.ppf(np.linspace(0.01, 0.99, len(df[var])))\n",
    "    \n",
    "    # Create QQ plot\n",
    "    fig = sm.qqplot(df[var], line='s')\n",
    "    plt.plot(theoretical_quantiles, df[var].sort_values(), 'o', color='gray', alpha=0.5)\n",
    "    plt.title(f'QQ Plot for {var}')\n",
    "    plt.show();"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Feature Patterns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_X[[\"Prednisone  (mg equivalent)\", \"C3 (mg/dl)\",\n",
    "      \"SLEDAI-2k (at the time of NP event)\", \"anti-dsDNA Titre  (insert NV here <7 )\"]].plot(\n",
    "    lw=0, marker=\".\", subplots=True, layout=(-1, 2), markersize=5, figsize=(15, 6));"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Creates mask to identify numerical features with more or less than 5 unique features\n",
    "col_continuous = df_X.select_dtypes(include=\"number\").nunique() >= 5"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Continuous Feature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(27, 936)"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a new dataframe which only contains the continuous features\n",
    "df_continuous = df_X[col_continuous[col_continuous].index]\n",
    "df_continuous.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "sns.set(font_scale=2)\n",
    "sns.pairplot(df_continuous.iloc[:,:10],height=5, plot_kws={\"s\": 50, \"alpha\": 1});"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "sns.set(font_scale=2)\n",
    "sns.pairplot(df_continuous.iloc[:,10:21], height=5, plot_kws={\"s\": 50, \"alpha\": 1});"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "sns.pairplot(\n",
    "    df_X, plot_kws={\"s\": 10, \"alpha\": 1}, hue=\"NP-SLE\", palette=sns.color_palette('bright', df_X[\"NP-SLE\"].unique().shape[0]),\n",
    "    x_vars=[\"Prednisone  (mg equivalent)\", \"anti-dsDNA Titre  (insert NV here <7 )\", \"C3 (mgdl)\"],\n",
    "    y_vars=\"SLEDAI-2k (at the time of NP event)\");\n",
    "# Save the figure to the results folder as a PNG file\n",
    "plt.savefig('results/pair_sledai_prednisnone_dsDNa_c3.png', dpi=300, bbox_inches='tight')"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Discrete and Ordinal Features"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(27, 25)"
      ]
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a new dataframe which doesn't contain the numerical continuous features\n",
    "df_discrete = df_X[col_continuous[~col_continuous].index]\n",
    "df_discrete.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "# Establish number of columns and rows needed to plot all features\n",
    "n_cols = 5\n",
    "n_elements = len(df_discrete.columns)\n",
    "n_rows = np.ceil(n_elements / n_cols).astype(\"int\")\n",
    "\n",
    "# Specify y_value to spread data (ideally a continuous feature)\n",
    "y_value = df_X[\"Disease duration (months)\"]\n",
    "\n",
    "# Create figure object with as many rows and columns as needed\n",
    "fig, axes = plt.subplots(ncols=n_cols, nrows=n_rows, figsize=(15, n_rows * 2.5))\n",
    "\n",
    "# Loop through features and put each subplot on a matplotlib axis object\n",
    "for col, ax in zip(df_discrete.columns, axes.ravel()):\n",
    "    sns.stripplot(data=df_X, x=col, y=y_value, ax=ax, palette=\"tab10\", size=10, alpha=0.5)\n",
    "plt.tight_layout();\n",
    "# Save the figure to the results folder as a PNG file\n",
    "plt.savefig('results/stripplot_disease_dur_vs_continuous.png', dpi=300, bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Specify features of interest\n",
    "selected_features = [\"anti-dsDNA Titre  (0=absent; 1=present) )\", \"aPL syndrome\",\n",
    "                     \"AnAb \", \"Anti-Rib-P\",\n",
    "                     \"NP-SLE\", \"Anti-DWEYS\"]\n",
    "\n",
    "# Create a figure with 3 x 2 subplots\n",
    "fig, axes = plt.subplots(ncols=3, nrows=2, figsize=(16, 8))\n",
    "\n",
    "# Loop through these features and plot entries from each feature against `Disease_duration`\n",
    "for col, ax in zip(selected_features, axes.ravel()):\n",
    "    sns.stripplot(data=df_X, x=col, y=df_X[\"Disease duration (months)\"], ax=ax,\n",
    "                  palette=\"tab10\", size=10, alpha=0.5)\n",
    "plt.tight_layout();\n",
    "# Save the figure to the results folder as a PNG file\n",
    "plt.savefig('results/stripplot_disease_dur_vs_features.png', dpi=300, bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create a figure with 3 x 2 subplots\n",
    "fig, axes = plt.subplots(ncols=3, nrows=2, figsize=(16, 8))\n",
    "new_selected_features = [\"anti-dsDNA Titre  (0=absent; 1=present) )\", \"aPL syndrome\",\n",
    "                     \"AnAb \", \"Anti-Rib-P\",\n",
    "                     \"SLICC-DI (at the time of NP event)\", \"Anti-DWEYS\"]\n",
    "# Loop through these features and plot entries from each feature against `Disease_Duration`\n",
    "for idx, col in enumerate(new_selected_features):\n",
    "    ax = axes[idx // 3, idx % 3]\n",
    "    sns.violinplot(data=df_X, x=col, y=df_X[\"Disease duration (months)\"], palette=\"Set2\", split=True, hue=\"NP-SLE\", ax=ax)\n",
    "plt.tight_layout()\n",
    "# Save the figure to the results folder as a PNG file\n",
    "plt.savefig('results/violin_disease_against_features.png', dpi=300, bbox_inches='tight')"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Feature Relationships"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/gv/8pp24fhj55x0_14187vq2lkh0000gp/T/ipykernel_2643/1279958852.py:2: FutureWarning: The default value of numeric_only in DataFrame.corr is deprecated. In a future version, it will default to False. Select only valid columns or specify the value of numeric_only to silence this warning.\n",
      "  df_corr = df_X.corr(method=\"pearson\")\n"
     ]
    }
   ],
   "source": [
    "# Computes feature correlation\n",
    "df_corr = df_X.corr(method=\"pearson\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create labels for the correlation matrix\n",
    "labels = np.where(np.abs(df_corr)>0.75, \"S\",\n",
    "                  np.where(np.abs(df_corr)>0.5, \"M\",\n",
    "                           np.where(np.abs(df_corr)>0.25, \"W\", \"\")))\n",
    "\n",
    "# Plot correlation matrix\n",
    "plt.figure(figsize=(15, 15))\n",
    "sns.heatmap(df_corr, mask=np.eye(len(df_corr)), square=True,\n",
    "            center=0, annot=labels, fmt='', linewidths=.5,\n",
    "            cmap=\"vlag\", cbar_kws={\"shrink\": 0.8})\n",
    "# Save the figure to the results folder as a PNG file\n",
    "plt.savefig('results/correlation_matrix.png', dpi=300, bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Sort by correlation with target column\n",
    "target_column = 'NP-SLE'\n",
    "sorted_corr = df_corr[target_column].sort_values()\n",
    "\n",
    "# Plot sorted correlation matrix\n",
    "sns.heatmap(df_corr.loc[sorted_corr.index, sorted_corr.index], cmap=\"YlGnBu\")\n",
    "# Save the figure to the results folder as a PNG file\n",
    "plt.savefig('results/correlation_target_event.png', dpi=300, bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#  Creates a mask to remove the diagonal and the upper triangle.\n",
    "lower_triangle_mask = np.tril(np.ones(df_corr.shape), k=-1).astype(\"bool\")\n",
    "\n",
    "#  Stack all correlations, after applying the mask\n",
    "df_corr_stacked = df_corr.where(lower_triangle_mask).stack().sort_values()\n",
    "\n",
    "#  Showing the lowest and highest correlations in the correlation matrix\n",
    "display(df_corr_stacked)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Select the row of the correlation matrix corresponding to 'result'\n",
    "pearson_corr = df_corr.loc['NP-SLE',:]\n",
    "\n",
    "# Sort the correlations in descending order\n",
    "pearson_corr = pearson_corr.sort_values(ascending=False)\n",
    "\n",
    "# Select the top 10 correlated variables\n",
    "top_10_corr = pearson_corr.iloc[1:11]\n",
    "\n",
    "# Plot the top 10 correlations using a barplot\n",
    "sns.set_style(\"whitegrid\")\n",
    "plt.figure(figsize=(30,10))\n",
    "ax = sns.barplot(x=top_10_corr.index, y=top_10_corr.values)\n",
    "plt.title('Top 10 MRI & Clinical variables correlated with np event')\n",
    "plt.xlabel('MRI & Clinical variables')\n",
    "plt.ylabel('Pearson correlation coefficient')\n",
    "# Save the figure to the results folder as a PNG file\n",
    "plt.savefig('results/10_correlated_features.png', dpi=300, bbox_inches='tight')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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