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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "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>Pregnancies</th>\n",
+       "      <th>Glucose</th>\n",
+       "      <th>BloodPressure</th>\n",
+       "      <th>SkinThickness</th>\n",
+       "      <th>Insulin</th>\n",
+       "      <th>BMI</th>\n",
+       "      <th>DiabetesPedigreeFunction</th>\n",
+       "      <th>Age</th>\n",
+       "      <th>Outcome</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>6</td>\n",
+       "      <td>148</td>\n",
+       "      <td>72</td>\n",
+       "      <td>35</td>\n",
+       "      <td>0</td>\n",
+       "      <td>33.6</td>\n",
+       "      <td>0.627</td>\n",
+       "      <td>50</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1</td>\n",
+       "      <td>85</td>\n",
+       "      <td>66</td>\n",
+       "      <td>29</td>\n",
+       "      <td>0</td>\n",
+       "      <td>26.6</td>\n",
+       "      <td>0.351</td>\n",
+       "      <td>31</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>8</td>\n",
+       "      <td>183</td>\n",
+       "      <td>64</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>23.3</td>\n",
+       "      <td>0.672</td>\n",
+       "      <td>32</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>1</td>\n",
+       "      <td>89</td>\n",
+       "      <td>66</td>\n",
+       "      <td>23</td>\n",
+       "      <td>94</td>\n",
+       "      <td>28.1</td>\n",
+       "      <td>0.167</td>\n",
+       "      <td>21</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0</td>\n",
+       "      <td>137</td>\n",
+       "      <td>40</td>\n",
+       "      <td>35</td>\n",
+       "      <td>168</td>\n",
+       "      <td>43.1</td>\n",
+       "      <td>2.288</td>\n",
+       "      <td>33</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Pregnancies  Glucose  BloodPressure  SkinThickness  Insulin   BMI  \\\n",
+       "0            6      148             72             35        0  33.6   \n",
+       "1            1       85             66             29        0  26.6   \n",
+       "2            8      183             64              0        0  23.3   \n",
+       "3            1       89             66             23       94  28.1   \n",
+       "4            0      137             40             35      168  43.1   \n",
+       "\n",
+       "   DiabetesPedigreeFunction  Age  Outcome  \n",
+       "0                     0.627   50        1  \n",
+       "1                     0.351   31        0  \n",
+       "2                     0.672   32        1  \n",
+       "3                     0.167   21        0  \n",
+       "4                     2.288   33        1  "
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_diabetes = pd.read_csv('diabetes.csv')\n",
+    "df_diabetes.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "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>age</th>\n",
+       "      <th>sex</th>\n",
+       "      <th>cp</th>\n",
+       "      <th>trestbps</th>\n",
+       "      <th>chol</th>\n",
+       "      <th>fbs</th>\n",
+       "      <th>restecg</th>\n",
+       "      <th>thalach</th>\n",
+       "      <th>exang</th>\n",
+       "      <th>oldpeak</th>\n",
+       "      <th>slope</th>\n",
+       "      <th>ca</th>\n",
+       "      <th>thal</th>\n",
+       "      <th>target</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>52</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>125</td>\n",
+       "      <td>212</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>168</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>53</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>140</td>\n",
+       "      <td>203</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>155</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3.1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>70</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>145</td>\n",
+       "      <td>174</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>125</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2.6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>61</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>148</td>\n",
+       "      <td>203</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>161</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>62</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>138</td>\n",
+       "      <td>294</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>106</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1.9</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   age  sex  cp  trestbps  chol  fbs  restecg  thalach  exang  oldpeak  slope  \\\n",
+       "0   52    1   0       125   212    0        1      168      0      1.0      2   \n",
+       "1   53    1   0       140   203    1        0      155      1      3.1      0   \n",
+       "2   70    1   0       145   174    0        1      125      1      2.6      0   \n",
+       "3   61    1   0       148   203    0        1      161      0      0.0      2   \n",
+       "4   62    0   0       138   294    1        1      106      0      1.9      1   \n",
+       "\n",
+       "   ca  thal  target  \n",
+       "0   2     3       0  \n",
+       "1   0     3       0  \n",
+       "2   0     3       0  \n",
+       "3   1     3       0  \n",
+       "4   3     2       0  "
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_heart = pd.read_csv(\"heart_complete.csv\")\n",
+    "df_heart.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "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>Age</th>\n",
+       "      <th>Gender</th>\n",
+       "      <th>Height</th>\n",
+       "      <th>Weight</th>\n",
+       "      <th>BMI</th>\n",
+       "      <th>PhysicalActivityLevel</th>\n",
+       "      <th>ObesityCategory</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>56</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>173.575262</td>\n",
+       "      <td>71.982051</td>\n",
+       "      <td>23.891783</td>\n",
+       "      <td>4</td>\n",
+       "      <td>Normal weight</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>69</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>164.127306</td>\n",
+       "      <td>89.959256</td>\n",
+       "      <td>33.395209</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Obese</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>46</td>\n",
+       "      <td>Female</td>\n",
+       "      <td>168.072202</td>\n",
+       "      <td>72.930629</td>\n",
+       "      <td>25.817737</td>\n",
+       "      <td>4</td>\n",
+       "      <td>Overweight</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>32</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>168.459633</td>\n",
+       "      <td>84.886912</td>\n",
+       "      <td>29.912247</td>\n",
+       "      <td>3</td>\n",
+       "      <td>Overweight</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>60</td>\n",
+       "      <td>Male</td>\n",
+       "      <td>183.568568</td>\n",
+       "      <td>69.038945</td>\n",
+       "      <td>20.487903</td>\n",
+       "      <td>3</td>\n",
+       "      <td>Normal weight</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Age  Gender      Height     Weight        BMI  PhysicalActivityLevel  \\\n",
+       "0   56    Male  173.575262  71.982051  23.891783                      4   \n",
+       "1   69    Male  164.127306  89.959256  33.395209                      2   \n",
+       "2   46  Female  168.072202  72.930629  25.817737                      4   \n",
+       "3   32    Male  168.459633  84.886912  29.912247                      3   \n",
+       "4   60    Male  183.568568  69.038945  20.487903                      3   \n",
+       "\n",
+       "  ObesityCategory  \n",
+       "0   Normal weight  \n",
+       "1           Obese  \n",
+       "2      Overweight  \n",
+       "3      Overweight  \n",
+       "4   Normal weight  "
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_obesity = pd.read_csv(\"obesity_data.csv\")\n",
+    "df_obesity.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3.9.18 ('ds_ml')",
+   "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": "3.9.18"
+  },
+  "orig_nbformat": 4,
+  "vscode": {
+   "interpreter": {
+    "hash": "bcc4fb5aa31885ae3822c808f45050c24798a2479b24a824a4f952e5682b37fd"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}