{
 "cells": [
    {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ALBUMIN</th>\n",
       "      <th>ANOREXIA</th>\n",
       "      <th>ALK_PHOSPHATE</th>\n",
       "      <th>ASCITES</th>\n",
       "      <th>BILIRUBIN</th>\n",
       "      <th>PROTIME</th>\n",
       "      <th>SGOT</th>\n",
       "      <th>Class</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>95.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.9</td>\n",
       "      <td>75.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>4.4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>78.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.3</td>\n",
       "      <td>85.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>59.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>3.9</td>\n",
       "      <td>0.0</td>\n",
       "      <td>81.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.9</td>\n",
       "      <td>52.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>4.9</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.2</td>\n",
       "      <td>78.0</td>\n",
       "      <td>144.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    ALBUMIN  ANOREXIA  ALK_PHOSPHATE  ASCITES  BILIRUBIN  PROTIME   SGOT  \\\n",
       "5       4.0       0.0           95.0      0.0        0.9     75.0   28.0   \n",
       "10      4.4       0.0           78.0      0.0        1.3     85.0   30.0   \n",
       "11      3.7       0.0           59.0      0.0        1.0     54.0  249.0   \n",
       "12      3.9       0.0           81.0      0.0        0.9     52.0   60.0   \n",
       "13      4.9       0.0           57.0      0.0        2.2     78.0  144.0   \n",
       "\n",
       "    Class  \n",
       "5     1.0  \n",
       "10    1.0  \n",
       "11    1.0  \n",
       "12    1.0  \n",
       "13    1.0  "
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hepatitis_analysis = hepatitis_data.dropna()\n",
    "interesting_values_x = ['ALBUMIN', 'ANOREXIA','ALK_PHOSPHATE', 'ASCITES', 'BILIRUBIN', 'PROTIME', 'SGOT', 'Class']\n",
    "hepatitis_analysis = hepatitis_analysis[interesting_values_x]\n",
    "hepatitis_analysis.head()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}