{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "583798df-96c2-4e10-b31b-739f380a2826",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "f050d62d-03c4-4900-898b-a0ed65e8e124",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<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>itching</th>\n",
       "      <th>skin_rash</th>\n",
       "      <th>nodal_skin_eruptions</th>\n",
       "      <th>continuous_sneezing</th>\n",
       "      <th>shivering</th>\n",
       "      <th>chills</th>\n",
       "      <th>joint_pain</th>\n",
       "      <th>stomach_pain</th>\n",
       "      <th>acidity</th>\n",
       "      <th>ulcers_on_tongue</th>\n",
       "      <th>...</th>\n",
       "      <th>scurring</th>\n",
       "      <th>skin_peeling</th>\n",
       "      <th>silver_like_dusting</th>\n",
       "      <th>small_dents_in_nails</th>\n",
       "      <th>inflammatory_nails</th>\n",
       "      <th>blister</th>\n",
       "      <th>red_sore_around_nose</th>\n",
       "      <th>yellow_crust_ooze</th>\n",
       "      <th>prognosis</th>\n",
       "      <th>Unnamed: 133</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Fungal infection</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
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       "      <td>Fungal infection</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Fungal infection</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
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       "      <td>0</td>\n",
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       "      <td>Fungal infection</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Fungal infection</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>(vertigo) Paroymsal  Positional Vertigo</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4916</th>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Acne</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4917</th>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Urinary tract infection</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4918</th>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Psoriasis</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4919</th>\n",
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       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Impetigo</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>4920 rows × 134 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      itching  skin_rash  nodal_skin_eruptions  continuous_sneezing  \\\n",
       "0           1          1                     1                    0   \n",
       "1           0          1                     1                    0   \n",
       "2           1          0                     1                    0   \n",
       "3           1          1                     0                    0   \n",
       "4           1          1                     1                    0   \n",
       "...       ...        ...                   ...                  ...   \n",
       "4915        0          0                     0                    0   \n",
       "4916        0          1                     0                    0   \n",
       "4917        0          0                     0                    0   \n",
       "4918        0          1                     0                    0   \n",
       "4919        0          1                     0                    0   \n",
       "\n",
       "      shivering  chills  joint_pain  stomach_pain  acidity  ulcers_on_tongue  \\\n",
       "0             0       0           0             0        0                 0   \n",
       "1             0       0           0             0        0                 0   \n",
       "2             0       0           0             0        0                 0   \n",
       "3             0       0           0             0        0                 0   \n",
       "4             0       0           0             0        0                 0   \n",
       "...         ...     ...         ...           ...      ...               ...   \n",