{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Access token is needed for reading this data (contact Lavita's admin: pedram@lavita.ai)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from datasets import load_dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Reading data from Lavita's Hugging Face\n",
    "data_hf_name = \"lavita/ChatDoctor-HealthCareMagic-100k\"\n",
    "dataset = load_dataset(data_hf_name)\n",
    "\n",
    "# Converting data to pandas DataFrame\n",
    "df = dataset['train'].to_pandas()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>instruction</th>\n",
       "      <th>input</th>\n",
       "      <th>output</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>If you are a doctor, please answer the medical...</td>\n",
       "      <td>I woke up this morning feeling the whole room ...</td>\n",
       "      <td>Hi, Thank you for posting your query. The most...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>If you are a doctor, please answer the medical...</td>\n",
       "      <td>My baby has been pooing 5-6 times a day for a ...</td>\n",
       "      <td>Hi... Thank you for consulting in Chat Doctor....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>If you are a doctor, please answer the medical...</td>\n",
       "      <td>Hello, My husband is taking Oxycodone due to a...</td>\n",
       "      <td>Hello, and I hope I can help you today.First, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>If you are a doctor, please answer the medical...</td>\n",
       "      <td>lump under left nipple and stomach pain (male)...</td>\n",
       "      <td>HI. You have two different problems. The lump ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>If you are a doctor, please answer the medical...</td>\n",
       "      <td>I have a 5 month old baby who is very congeste...</td>\n",
       "      <td>Thank you for using Chat Doctor. I would sugge...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>If you are a doctor, please answer the medical...</td>\n",
       "      <td>I am F 38 in good shape work out (do triathlon...</td>\n",
       "      <td>Hi, From history it seems that you might be ha...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>If you are a doctor, please answer the medical...</td>\n",
       "      <td>sir, MY uncle has ILD-Interstitial Lung diseas...</td>\n",
       "      <td>Thanks for your question on Chat Doctor. I can...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>If you are a doctor, please answer the medical...</td>\n",
       "      <td>my husband was working on a project in the hou...</td>\n",
       "      <td>Hello. It could be a blood collection due to m...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>If you are a doctor, please answer the medical...</td>\n",
       "      <td>hi my nine year old son had a cough and flu sy...</td>\n",
       "      <td>Hi, If the symptoms persist that long this sug...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>If you are a doctor, please answer the medical...</td>\n",
       "      <td>gyno problemsfor the past few months, I have b...</td>\n",
       "      <td>Dear Friend. Welcome to Chat Doctor. I am Chat...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                         instruction  \\\n",
       "0  If you are a doctor, please answer the medical...   \n",
       "1  If you are a doctor, please answer the medical...   \n",
       "2  If you are a doctor, please answer the medical...   \n",
       "3  If you are a doctor, please answer the medical...   \n",
       "4  If you are a doctor, please answer the medical...   \n",
       "5  If you are a doctor, please answer the medical...   \n",
       "6  If you are a doctor, please answer the medical...   \n",
       "7  If you are a doctor, please answer the medical...   \n",
       "8  If you are a doctor, please answer the medical...   \n",
       "9  If you are a doctor, please answer the medical...   \n",
       "\n",
       "                                               input  \\\n",
       "0  I woke up this morning feeling the whole room ...   \n",
       "1  My baby has been pooing 5-6 times a day for a ...   \n",
       "2  Hello, My husband is taking Oxycodone due to a...   \n",
       "3  lump under left nipple and stomach pain (male)...   \n",
       "4  I have a 5 month old baby who is very congeste...   \n",
       "5  I am F 38 in good shape work out (do triathlon...   \n",
       "6  sir, MY uncle has ILD-Interstitial Lung diseas...   \n",
       "7  my husband was working on a project in the hou...   \n",
       "8  hi my nine year old son had a cough and flu sy...   \n",
       "9  gyno problemsfor the past few months, I have b...   \n",
       "\n",
       "                                              output  \n",
       "0  Hi, Thank you for posting your query. The most...  \n",
       "1  Hi... Thank you for consulting in Chat Doctor....  \n",
       "2  Hello, and I hope I can help you today.First, ...  \n",
       "3  HI. You have two different problems. The lump ...  \n",
       "4  Thank you for using Chat Doctor. I would sugge...  \n",
       "5  Hi, From history it seems that you might be ha...  \n",
       "6  Thanks for your question on Chat Doctor. I can...  \n",
       "7  Hello. It could be a blood collection due to m...  \n",
       "8  Hi, If the symptoms persist that long this sug...  \n",
       "9  Dear Friend. Welcome to Chat Doctor. I am Chat...  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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