displot.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "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>total_bill</th>\n",
       "      <th>tip</th>\n",
       "      <th>sex</th>\n",
       "      <th>smoker</th>\n",
       "      <th>day</th>\n",
       "      <th>time</th>\n",
       "      <th>size</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>16.99</td>\n",
       "      <td>1.01</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10.34</td>\n",
       "      <td>1.66</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>21.01</td>\n",
       "      <td>3.50</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>23.68</td>\n",
       "      <td>3.31</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24.59</td>\n",
       "      <td>3.61</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Sun</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>29.03</td>\n",
       "      <td>5.92</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sat</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>27.18</td>\n",
       "      <td>2.00</td>\n",
       "      <td>Female</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Sat</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>22.67</td>\n",
       "      <td>2.00</td>\n",
       "      <td>Male</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Sat</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>17.82</td>\n",
       "      <td>1.75</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>Sat</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>18.78</td>\n",
       "      <td>3.00</td>\n",
       "      <td>Female</td>\n",
       "      <td>No</td>\n",
       "      <td>Thur</td>\n",
       "      <td>Dinner</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>244 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     total_bill   tip     sex smoker   day    time  size\n",
       "0         16.99  1.01  Female     No   Sun  Dinner     2\n",
       "1         10.34  1.66    Male     No   Sun  Dinner     3\n",
       "2         21.01  3.50    Male     No   Sun  Dinner     3\n",
       "3         23.68  3.31    Male     No   Sun  Dinner     2\n",
       "4         24.59  3.61  Female     No   Sun  Dinner     4\n",
       "..          ...   ...     ...    ...   ...     ...   ...\n",
       "239       29.03  5.92    Male     No   Sat  Dinner     3\n",
       "240       27.18  2.00  Female    Yes   Sat  Dinner     2\n",
       "241       22.67  2.00    Male    Yes   Sat  Dinner     2\n",
       "242       17.82  1.75    Male     No   Sat  Dinner     2\n",
       "243       18.78  3.00  Female     No  Thur  Dinner     2\n",
       "\n",
       "[244 rows x 7 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tips = sns.load_dataset(\"tips\")\n",
    "tips"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x177145d4160>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(tips, x = \"total_bill\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x17719aed820>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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1kmV6ZjgwRufAaGJ0P5gPMzvr439+5jbGgo7KKzaecz0zo6p6vtdHIxIWEf271zk3Bqw1szzgcTNbPYPPPgg8CLBu3bq4vEq/ZaL/NxGugHBBHnj2wNnfdo6HXjvGok//Ke+/+Nvn3NR9G5aFuzoRT8zJVRDOuS7gRWAj0Gxm5QCh54S9LUJr33gAF2cnQAv4PMyMmqJMjrcPEBgLel2OyJyI5FUQxaGWL2aWDtwE7AeeAO4JrXYP8ItI1RDtWnqHyUpNIjOBT8BNVlOcSSDoONEx4HUpInMikr/55cDDZuZnPOgfdc49ZWavA4+a2WeBE8CdEawhqrX2DKv1O0llfgapST4OtfRRU5zldTkiERexAHbOvQ1ccobl7cCNkdpvrLDkVDoHRlhcqqCZ4PcZi4qzONzSR2AsSJJf44Qkvukn3CPJxQtxQIlawL9haWkWI2NBjqsbQhKAAtgjKaWLAJ2Am6oqP4P0ZD8Hm3u9LkUk4qYVwGa2fjrLZPpSSmtIS/aRrRNwv8HnMxaVZFLX2s+oroaQODfdFvD/neYymaaU0kWUZGsE3JksK80mEHQcbev3uhSRiDpn88vMrgauAYrN7L5Jb+UA/kgWFs9GAkFSiuer++Es5uWlk5Ey3g2xtDTb63JEIuZ8LeAUIIvxoM6e9OgB7ohsafHrYHMv5k/WCbiz8JmxpCSLY+0DDAfGvC5HJGLO2QJ2zr0EvGRm33POHZ+jmuLensZuQCfgzmVpaTa7TnZztLWf5eU5XpcjEhHTPQOUamYPAgsmf8Y5d0Mkiop3exp7CA4PkJeA94CbrvLcNLJSkzjY0qcAlrg13QD+KfBt4F8A/U04S7UN3Yy01GG2xutSopaZsbQ0i7fquxgaHSMtWaccJP5MN4ADzrn/F9FKEsRY0LGvqZeR5iNelxL1lpRms/NEF0da+1g1L9frckTCbrqXoT1pZp83s/LQLYUKzKwgopXFqaNtfQyOjimAp6E0O5Xc9GQOaFCGxKnptoAnZi/7w0nLHFAT3nLiX21DDwAjpxTA52NmLCvLZtvRDnqHRslOU5+5xJdptYCdcwvP8FD4XoDahm5Sk3yMttd7XUpMWFE2fh3wgVNqBUv8mVYL2Mw+eablzrl/C2858W9PYw/Ly7I56DTMdjryMlIoz01j36leLpufr5GDElem2wd8+aTHdcCfAbdGqKa45ZyjtrGbVRU6oTQTK8pz6OgfoaV32OtSRMJqWi1g59x/m/zazHKB70ekojhW3zFI71CA1TqjPyNLSrJ46WAr+5p6KM1JgPvnScK40OkoB4Al4SwkEUyMgFs1TwMLZiIt2U9NUSYHm/sYC8bl/VklQU23D/hJxq96gPFJeFYAj0aqqHhV29iN3zd+Zl9mZkV5Doda+jjerhnSJH5M9zK0v5n0dQA47pw7GYF64lptQw9LSrI0qusCVBeMT9S+r0lXQ0j8mO5laC8xfkfjbCAfGIlkUfHIOceexm6N6LpAE385HG3rx5em++hJfJjuHTE+Amxj/A7GHwG2mpmmo5yBlt5h2vpGWF2h/t8LtaI8mzHnyFh+ndeliITFdLsg/hi43DnXAmBmxcBzwM8iVVi8qW0YPwG3WpegXbDirFQKs1IYvugmr0sRCYvpXgXhmwjfkPYZfFYYH4BhNn4ySS6MmbGyPIfUecvY19TjdTkiszbdEH3GzH5lZp8ys08B/wE8Hbmy4k9tQzcLCzPJ0k04Z2VFeQ4uMMKPt53wuhSRWTtnAJvZYjNb75z7Q+CfgYuBNcDrwINzUF/c2NPYoxFwYZCe7Kf/wGs89mYDgyOamlpi2/lawN8CegGcc4855+5zzn2Z8dbvtyJbWvzo7B+hoWtQAzDCpO+tZ+gdCvDU241elyIyK+cL4AXOubenLnTO7WD89kQyDXsax/srNQQ5PIZP7mFRcSaPqBtCYtz5AvhcA+/Tw1lIPKvVEOSwu+uKanae6GL/KZ2Mk9h1vgDebmb/ZepCM/ss8EZkSoo/exp7qMhLJz8zxetS4saHL60kJcnHI1vVCpbYdb5T8l8CHjezj/OfgbsOSAE+GMG64sqehm61fsMsPzOF964u47E3G7j/t1aQnqLh3RJ7ztkCds41O+euAb4OHAs9vu6cu9o5dyry5cW+vuEAdW39GoARAXddUU3vUID/2N3kdSkiF2S68wG/ALwQ4Vri0sSAAbWAw++KhQUsKs7kR1uPc8dllV6XIzJjGs0WYRqCHDlmxt1Xzmfnia7T32eRWKIAjrA9jT0UZaVSkp3qdSlx6Y7LKslI8fOvrx3zuhSRGVMAR1ht6AScbiYZGbnpydx5WSVP7mqkVfeMkxijAI6godExDrX0aQrKCLvnmgWMjAX54dbjXpciMiMK4Ag62NzLWNBpBFyE1RRn8Z5lxfxgy3GGA5ofQmKHAjiCahsmroBQAEfaZ65dSFvfCE/t0iVpEjsUwBFU29hNdloSVQUatR1p1y4uYklJFg+9dhTndOdkiQ0K4Aja09jD6nm5OgE3B8yMT69fyJ7GHrYf6/S6HJFpUQBHyOhYkH1NPRqAMYc+eEkFeRnJ/OtrR70uRWRaFMARcqS1j5FAUAMw5lB6ip+PXV7Nr/acor5jwOtyRM5LARwhe0In4HQJ2tz61DUL8PuM77xS53UpIuelAI6Q2sZu0pP9LCzK8rqUhFKWm8aHLqnkJ9vrNTBDop4COEL2NPSwojwbv08n4Oba77y7hpGxoPqCJeopgCMgGHTsberR9b8eqSnO4r2ry/n+68fpGRr1uhyRs1IAR8Cx9n76hgNcpBNwkWE+zOycj+/cdye9wwGqrr/7vOtWVc/3+ogkQU1rPmCZmd2agjKyXJAHnj1w3tX+/c0G0m/+LH/yZ/+LJP/Z2xr3bVgWzupEpk0t4AjY09hDSpKPJaU6AeeldQvyGRwdY0+Tbtwp0SliAWxmVWb2gpntM7M9ZvbF0PICM9tkZodCz/mRqsEru092s6Ism+RztLok8iry0inPTWPn8U6CQQ1PlugTyYQIAH/gnFsBXAX8npmtBO4HNjvnlgCbQ6/jhnOO2sZudT9EATNj3fx8eoYCHGju9bockXeIWAA755qccztDX/cC+4AK4Dbg4dBqDwO3R6oGL5zoGKB3KKAAjhILizIpzk5l69EOxtQKligzJ38jm9kC4BJgK1DqnGuC8ZAGSs7ymXvNbIeZ7WhtbZ2LMsNi4gScroCIDmbGVTUFdA+Onr5Bqki0iHgAm1kW8HPgS865af8GOOcedM6tc86tKy4ujlyBYba7oZtkv7G0NNvrUiRkYWEmZTlpbDvWQSAY9LockdMiGsBmlsx4+P7QOfdYaHGzmZWH3i8HWiJZw1zb09DDsrJsUpJ0Ai5aTLSCe4cC7GlUK1iiRySvgjDgu8A+59wDk956Argn9PU9wC8iVcNcc86xu6Fb3Q9RqLogg3m5aWw/1kFgTK1giQ6RbKatB34buMHM3go93gt8E7jZzA4BN4dex4WTnYN0D47qBFwUMjOuXlRI//DY6X56Ea9FbCScc+5V4Gwz0dwYqf16qXZiBJzmgIhKlfkZVOans/1YJ6srcnWdtnhOP4FhtLuhmySfsaxMJ+Ci1dU1hQyOjvFWfZfXpYgogMNpd0M3S0uzSUv2e12KnMW8vHQWFmWy41gngyO6hb14SwEcJs658Ztw6g4YUW/9okJGx4JsPdrudSmS4BTAYdLYPURH/4iugIgBhVmprKrIYXdDN50DI16XIwlMARwmtZqCMqZctbAQv8947XCb16VIAlMAh0ltQzd+n7GiXF0QsSAzNYl18ws40tpPasVKr8uRBKUADpPdDd0sKcnSCbgYckl1HpmpfvJv+CzOaaIemXsK4DBwzlHb0K17wMWYZL+Pa2qKSJ23jKfebvK6HElACuAwaO4Zpq1vhIt0BUTMWV6ezUhzHd/85X5dliZzTgEcBrtOdgFwcVWep3XIzPnM6Hjun2noGuSfXjzsdTmSYBTAYbCrvoskn7FSJ+Bi0vDJPdy+dh7//FIdR9v6vS5HEogCOAx2nexieblGwMWyP3rvClKSfHz9yT06ISdzRgE8S8Gg4+2T3aypzPO6FJmFkpw0vnTTEl480Mqmvc1elyMJQgE8S0fb++kdCiiA48A91yxgaWkW33hqL0OjOiEnkacAnqW3Qyfg1ugEXMxL9vv4+q2rOdk5yD+9eMTrciQBKIBnaVd9NxkpfhaXZHldioTB1YsKuXXNPL794hEOt+hW9hJZCuBZ2nWyi9UVufh9Z5t7XmLN/3z/StJT/Nz/890EdSt7iSAF8CyMBILsaexhrbof4kpxdip/8r4V7DjeyQ+3Hve6HIljCuBZOHCql5FAkIsrNQQ53txxWSXXLSnim7/cT2PXoNflSJxSAM/CxAg4XQERf8yMv/jgRQQd/Mm/1+raYIkIBfAs7KrvoiAzhcr8dK9LkQioKsjgDzYs5fn9LTyxq9HrciQOKYBnYXwARi5mOgEXrz69fiFrqvL4+pN7aesb9rociTMK4AvUMzTKwZZeXf8b5/w+46/vuJi+4QBffWy3uiIkrBTAF2hXfRfOwWXz870uRWbLfJjZWR/LynI49eyDbNrbTPaaW865rplRVT3f6yOSGJHkdQGxaufxLszQJWjxwAV54NkD517FOR7b2UDyB77Ex//335KbnnzWde/bsCzcFUqcUgv4Au080cnSkmyy087+iyjxw8y4eWUphvHs3lME1RUhYaAAvgDBoOPNE51cOj/P61JkDuWkJ3P9smIau4Z480SX1+VIHFAAX4AjrX30DAW4tFr9v4lmeVk2i4ozef1IO629uipCZkcBfAF2nugE4FKdgEs4ZsaNy0tJS/HxdG0TI4Gg1yVJDFMAz0BV9XzMjM//6d8wNtjD4pLs854RP9tDYld6ip+Nq8roHhjl+QMtujRNLpiugpiBk/UneODZA3x/y3Fy0pK47zxnzs9FZ8pjW2V+BlfWFLClroOq/HRWzdN8IDJzagHP0NDoGB39I5Tnavhxort8QQGV+em8eKCVdo2SkwugAJ6hUz1DAJTnpnlciXjNZ8bGVWUk+338svYUo2PqD5aZUQDPUFP3EAaU5iiABTJTk7hlVSnt/SO8sF/9wTIz6gOeoabuQQqzUkhJ0v9dMm5+YSZXLixg69EOSvWXkcyAUmQmfH6auoaoyFP/r/ymKxcWsKAwg5cPtpJasdzrciRGKIBnIKVsMYGgo0Lz/8oUZsYtq8rITkum6Lav0hI6VyByLgrgGUirXA2gFrCcUVqyn/dfXI4vNZPP/3CnBmnIeSmAZyC1ejX5GclkpKjrXM6sKCuV9mf+nh3HO/nGU3u8LkeinAJ4msaCjrTKlWr9ynkN7HuZ33lXDT/YcoKHf33M63IkiqkpN037mnrwpWaq/1em5Ssbl3OktZ+vP7mHBUWZvHtpsdclSRRSC3iath3tANT/K9Pj9xl/97G1LCvL4Qs/3Mmh5l6vS5IopACepq1H2xntOqUJ2GXaMlOT+Jd71pGa7OezD++go3/E65IkyiiAp8E5x7ajHQzX13pdisSYirx0vvPJyzjVM8Tvfv8NhgNjXpckUUQBPA2HW/roHBhlSAEsF+CS6nz+5s41bDvWwR8/XqvhynKaTsJNw5ZQ/69awHKhbl0zj7rWPr713CEq89P50k1LvS5JooACeBpeO9TGvNw0jned8roUiWFfvHEJJzsH+dZzhyjNSeOuK6q9Lkk8pi6I8xgLOn59pI1rlxR5XYrEODPjLz90EdcvK+aPH9/Nc3ubvS5JPKYAPo/dDd30DAW4domu45TZS/b7+Me7L2V1RS5feGTn6fsLSmKKWACb2UNm1mJmtZOWFZjZJjM7FHqO+rtavnqoFYD1iwo9rkTiRWZqEg996nLKctL47Pe2c6S1z+uSxCORbAF/D9g4Zdn9wGbn3BJgc+h1VHvlUBur5uVQmJXqdSkSR4qyUnn4M1fg9xmf/O42zZ6WoCIWwM65l4GOKYtvAx4Off0wcHuk9h8O/cMBdp7oVP+vRMT8wkwe+tTldA6M8MmHttE1oIEaiWau+4BLnXNNAKHnkrOtaGb3mtkOM9vR2to6ZwVOtu1oB6NjjusWq/9XIuPiyjwe/O111LX286l/3U7fcMDrkmQORe1JOOfcg865dc65dcXF3gTgK4faSE3ysW5B1HdVSwy7dkkR/3D3Jexu6OZzD29naFSj5RLFXAdws5mVA4SeW+Z4/zPy6uFWLl9QQFqy3+tSJM5tWFXGAx9Zw9ajHZrMPYHMdQA/AdwT+voe4BdzvP9pa+kZ4mBzn/p/Zc7ctraCP7/9Ip7f38KXH32LsaCGLMe7iI2EM7NHgOuBIjM7CXwN+CbwqJl9FjgB3Bmp/c/WiwfG+52vUwDLHLr7ymr6hwP8+dP7yEj281cfvhifz7wuSyIkYgHsnLvrLG/dGKl9htNz+5qZl5vGyvIcr0uRBPNf3lVD33CAv9t8iOQkH//7ttUK4TgVtSfhvDQ0OsYrh9q4aWUpZvrBlxkyH2Y2q8d9G5bR/fpP+dHWEyy486sE1R0RlzQZzxn8+kgbg6Nj3Lii1OtSJBa5IA88e2D2m3GO1+va2c51/NHju/mLD16klnCcUQv4DDbtbSEzxc9VNQVelyIJzMy4uqaQrl//mB9vr+erj+1WSzjOKICnCAYdz+9v5l1Li0lN0uVn4i0zo/uVH/D7NyzmJzvq+R8/f1shHEfUBTFFbWM3zT3D3KTuB4ki921Yhpnxd5sPEXTwVx++iCS/2k+xTgE8xXN7m/EZvGf5WUdJi3jiyzcvxe8zHth0kN6hUf7+rks0SCjG6b/QKZ7b18Jl8/MpyEzxuhSRd/j9G5fwtQ+s5Nm9zXzme5o7ItYpgCc50T7A3qYedT9IVPv0+oX87UfHhy3f/Z0tut19DFMAT/LErgYA3ndxuceViJzbBy+p5J8/cRkHTvVy57d/TX3HgNclyQVQAE/y5K4m1s3PpzI/w+tSRM7rppWl/NtnrqC1d5jb//E13jiu2xvFGgVwyIFTvRxo7uXWtfO8LkVk2q6sKeTx31tPVloSd31nC0+93eh1STIDCuCQJ3Y14PcZ771I3Q8SZc4ztHlxSTavfu12eo7t5gs/epPcqz9yzvWrqud7fUQSosvQGB/y+eSuJq5ZVEiR7v0m0WaaQ5sDY0Ge29fCgXffwxV3/h43rSglJemdbaz7NiyLRJVyAdQCBt6q7+JExwC3rlH3g8SuJL+PW1aVcu3iIg639PHj7Sdo7xv2uiw5BwUw8MSuRlKSfNyyuszrUkRmxcy4bH4+H7q0guFAkJ/sqOfAqV6vy5KzSPgAHgkEeXJXIzcsKyEnLdnrckTCojI/g7uuqKY4K5Vn9pziuX3NDAd0r7lok/B9wM/uPUVb3wgfu6LK61JEwiorNYkPXVrJlrp23jjeSX3HADev1CCjaJLwLeAfbjlBZX4671qiW89L/PH7jPWLi7jjskrMjJ/vbCD/hs/hS06d9aTxuqJi9hK6BXy4pY/X69r5ysZlmuha4tq8vHQ+fmU1rx5q421up+pdd3L90mIWFGXOaru6omJ2EroF/Mi2EyT7jTsvU/eDxL9kv4/3LC+h+cd/jM/gF7saeertRnoGR70uLWElbAAPjY7x850n2bCqjOJsXfsriWPo+C4+fuV81i8q5Hj7AN/fcpytR9sZHQt6XVrCSdguiKd3N9E1MMrHr6z2uhSROef3GesWFLC0LJtXDraxpa6Dt092c8XCAlbPy8WvLrk5kZAB7JzjodeOUlOcydU1hV6XI+KZnLRk3ndxOU3dg7x2uJ0XD7Ty5okurqopYGlJts6NRFhCdkG8fqSd2oYe7r2uRredFwHKc9P58KUV3LZmHsl+41d7mvm3LcepbegmEFTXRKQkZAv42y/XUZSVyu2XVHhdikjUMDMWFGUyvzCDI639bD/Wweb9LWw92sGl1XmsrsglWfehC6uEC+Bd9V28fLCVP7xlme6nJXIG4zOsZbGoOJMTHQNsP9bJy4fa2Hasg4sr87i4IpfM1ISLjohIuO/it547SF5GMp+8WheQi5yLmTG/MJP5hZk0dg2y43gn2452sONYB0tKs1lbled1iTEvoQL4zROdvHBgvPWbrXkfRKZtXl46t+al0zkwwtv13ext6uHAqV5KP/HXPLGrkd9aXabuiQuQMAHsnOObv9xPYWYK91yzwOtyRGJSfkYK715WzFWLCtjX1MtzHY38/iNvUpqTyscur+Yjl1dRkZfudZkxI2H+y9q8b/xkwpduWkKW+q9EZiU1yc/aqjwav/M7PPSpdSwry+Hvnz/EtX/1PPc8tI1napuiYmBHVfX8sMx5Eam5LxIiiUYCQf7il/uoKcrkY1do4IVI+DhuWF7KDctLqe8Y4KdvnOSnO+r53R/spCgrhQ9dWslta+exsjzHk0s+T9afmNbdRKYr3HNfJEQAf+eVOupa+/nepy9XP5VIhFQVZHDfzUv54o1LePlgK49sO8FDrx7lwZfrWFySxa1r5nHrmnmzngAonsR9ANd3DPB/nz/ELatKuX5ZidfliMQ9v894z/IS3rO8hI7+EZ7e3cQTuxp5YNNBHth0kCUlWdy4opSbVpRwSXV+Qg97jusADgYdf/izXST5fPzpB1Z5XY5IwinITOETV83nE1fNp7FrkKd3N/H8/hb+5ZU6vv3SEfIzkrl6USFXLCjgioWFLC9LrOHPcR3A//b6MbbUdfDND12kM7MiHpuXl87nrqvhc9fV0D04yssHW3nhQAtb6zp4evcpAHLSkri4Mo8V5dmsKM9h5bwcaoqyznh353gQtwG8p7Gbv3h6P+9ZVsxHL9d8vyLRJDc9mQ+smccHQnciP9k5wPZjHWw72kFtQw8Pv36ckcD4VRQ+G5+roqognfkFmVQXZlBVkEFFXjpV+ekUZaXGbKs5LgO4fzjAf/vRm+RnJvM3d67RhDsiUa4yP4PK/Aw+eEklAIGxIHVt/ext7KGurZ/6jgGOt/ezeX8LbX3Dv/HZFL+PeXlpVOSnU5GXTkVexumvk3JLGQu6qO1njssATvb7uGllKTcsL6EwS5Oti8SaJL+PpaXZLC3Nfsd7AyMB6jsGaegaoKFzkJNdgzR0DtLQNciLB1pp6f3PgK743e/yjy8cJj8jhaLsFIqzUynOSqU0Jy0q5oKJywBOSfLxR+9d4XUZIhIBGSlJLCvLZlnZO8MZYDgwRlPXEA1dg2z88N1s/K9/RnvfCE3dQxxs7ju9XnFW6umWcmV+uieBHJcBLCKJKzXJz4KiTBYUZdL39iauWfQPp98bGh2jtXeYxu5BTnYOUtvQzVv1XZhBRV46NUWZ1BRnkZs+N3PFxHUAV1XP52T9Ca/LEIlf5gvrORZ/UjJjgcjdJDQt2U9VwfhJvCsXwljQcapniOPt/dS19vPyoTZePtRGUVYKy8tyWFqaFdGJu+I6gKN9GKJIzHPBsP+OzeXvrN9noRN36VyzqIiugRHq2vo53NLHq4fbePVwG5X56Swvy2ZxSVbY6poQ1wEsIjITeRkpXFqdwqXV+XQNjLD/VC/7T/Xy3L4WXjjQSvblt4d1fwpgEZEzyMtI4aqaQq5cWEBzzzD7T/XwbHt9WPcR1wGcu/7uC/7slrp2rjrPHZN/9kY9d1xWxc/eqKcyP+P0+lvq2jnZOUBlfgbAb2xn4r3c9Xfz0Kt1rJyXy9ajHVTkpdEzOMpnrq05vc6Eie1MLOsZfGcfWeldf8nfbT7EF29cws/eeOcPSWV+Bic7B07v46FX68hJT6ZncJSV83LZfqyDzBQ//SNjZKb4T9c3sU5O6KTExL5z0pNp6BriyoUFp+u647Kq09+3ie/J3sZuVs7LPb09gOFAkOLs1NN1TV7/qppCttS1nz7eOy6r4v+9eJj/ev3i0+tM/veZONaJ45tcx8Q2Jj4z+d9i4v2ragopvesv2VLXzt7Gbj5zbc0Z/40nrz+xbOp6E3Xkrr/7HT8/k19P3tbUY5n8c3QmU497oo6p2z/fz+7UbU6u50zbONvrqb9jM9n3udY923szPbYzfX7i52q6zIyy3DTKctN4qVyzoU1b3rUXHsBbj3ac9x+6oWvo9HND19Dp9bce7fiN9ydvZ+K9vGvvpnd47B3rTl5n6n7OJa36onOuP3VZ7/AYvcNjv7G/ide9w2On65u8bOrnz1TrxPdt4nsysWxie1Prmfi+Tf4eTt3myJg7ve7kbU587kzHN3kbk9+b+m90VU0hadUXvWOfUz87ef1zfX8buobIu/bud/z8TH49eVtn+p6d6+du6nGfbfszCamp9ZxpG2d7PfV3bCb7Pte6Z3tvpsd2ps/Pxmwy5Uzic4C1iEgMUACLiHhEASwi4hFPAtjMNprZATM7bGb3e1GDiIjX5jyAzcwP/CPwW8BK4C4zWznXdYiIeM2LFvAVwGHnXJ1zbgT4MXCbB3WIiHjKnHNzu0OzO4CNzrnPhV7/NnClc+4LU9a7F7g39HIZEL7xidGjCGjzuog5oOOMLzrOmWtzzm2cutCL64DPNHPHO/4XcM49CDwY+XK8Y2Y7nHPrvK4j0nSc8UXHGT5edEGcBCYPQ6kEGj2oQ0TEU14E8HZgiZktNLMU4GPAEx7UISLiqTnvgnDOBczsC8CvAD/wkHNuz1zXESXiuotlEh1nfNFxhsmcn4QTEZFxGgknIuIRBbCIiEcUwHPEzB4ysxYzq520rMDMNpnZodBzvpc1zpaZVZnZC2a2z8z2mNkXQ8vj7TjTzGybme0KHefXQ8vj6jgnmJnfzN40s6dCr+PuOM3smJntNrO3zGxHaFnEj1MBPHe+B0y9EPt+YLNzbgmwOfQ6lgWAP3DOrQCuAn4vNMw83o5zGLjBObcGWAtsNLOriL/jnPBFYN+k1/F6nO9xzq2ddO1v5I/TOafHHD2ABUDtpNcHgPLQ1+XAAa9rDPPx/gK4OZ6PE8gAdgJXxuNxMn6d/mbgBuCp0LJ4PM5jQNGUZRE/TrWAvVXqnGsCCD2XeFxP2JjZAuASYCtxeJyhP8vfAlqATc65uDxO4FvAV4DgpGXxeJwOeNbM3ghNgwBzcJxxfUsi8YaZZQE/B77knOsxO9Po89jmnBsD1ppZHvC4ma32uKSwM7P3Ay3OuTfM7HqPy4m09c65RjMrATaZ2f652KlawN5qNrNygNBzi8f1zJqZJTMevj90zj0WWhx3xznBOdcFvMh4/368Hed64FYzO8b4rIU3mNkPiL/jxDnXGHpuAR5nfNbGiB+nAthbTwD3hL6+h/E+05hl403d7wL7nHMPTHor3o6zONTyxczSgZuA/cTZcTrnvuqcq3TOLWB8yoDnnXOfIM6O08wyzSx74mtgA1DLHBynRsLNETN7BLie8SnumoGvAf8OPApUAyeAO51zs7ttq4fM7FrgFWA3/9ln+EeM9wPH03FeDDzM+FB6H/Coc+4bZlZIHB3nZKEuiP/unHt/vB2nmdUw3uqF8W7ZHznn/nwujlMBLCLiEXVBiIh4RAEsIuIRBbCIiEcUwCIiHlEAi4h4RAEsIuIRBbDEFDPLM7PPn2edBWZ29zS2tWDy9KBneP9TZvYPZ3nv11O3YWbXT0zZKDIdCmCJNXnAOQOY8VnnzhvAs+GcuyaS25fEoACWWPNNYFFo4uy/Dj1qQ5Npf3TSOteF1vlyqJX6ipntDD1mEp5VZvaMmR0ws69NLDSzvnAelCQmzYYmseZ+YLVzbq2ZfRj4XWAN40O8t5vZy6F1/rtz7v0AZpYB3OycGzKzJcAjwLozb/4drgBWAwOh7f+Hc25HeA9JEpUCWGLZtcAjoakhm83sJeByoGfKesnAP5jZWmAMWDqDfWxyzrUDmNljoX0qgCUsFMASy6Y70fCXGZ8AaQ3j3W5DM9jH1MlSNHmKhI36gCXW9ALZoa9fBj4aujtFMfAuYNuUdQBygSbnXBD4bcZnMZuum0M3Z0wHbgdem2X9IqepBSwxxTnXbmavhS79+iXwNrCL8ZbpV5xzp8ysHQiY2S7Gb4b6T8DPzexO4AWgfwa7fBX4PrCY8WkK1f0gYaPpKEVEPKIuCBERj6gLQhKemd0C/NWUxUedcx/0oh5JHOqCEBHxiLogREQ8ogAWEfGIAlhExCMKYBERj/x/7RJmxSksuQ8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(tips, x = \"total_bill\", kde=True, rug = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x17719bd7b80>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(tips, x = \"total_bill\", kind = 'kde')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x17719c76d30>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(tips, x = \"total_bill\", kind = 'ecdf')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x1771c662ee0>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(tips, x = \"total_bill\",y = 'tip')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x1771c2df250>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(tips, x = \"total_bill\",y = 'tip', kind='kde')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x17719f473d0>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 418.875x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(tips, x = \"total_bill\", hue = \"day\", multiple= 'stack')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x1771a031370>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 418.875x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(tips, x = \"total_bill\", kind = 'kde', hue = \"day\", multiple= 'stack')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x1771a0592b0>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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SAViVXXTS9iJC0nfvwJWfT/lrr7c57ui40ThsDq2QU6qX0ySk/GpXXg0AM9LjO9jSUr70TWhsJH7xl/1qRyVHkRwdyqrs4lb3iZw3j7ApUyj+97/bvDfktDsZFTtKz4SU6uU0CSm/yimyA4ZJPtwPMsZQ/vrrhE+dSujIjOPLRYR5oxJZvf/k+0JN6xO/cRONR45Q9dlnbY6fmZDJ3hL/zFOklAoMTULKb+pcdZRXxJMY4yImzNnh9vW7d1O/bx+xVyw8ad3ckYkUVtaTXVjV6r7R556LIzmZ0uefb3P8zPhMCmsLKa5t/YxKKRV8moSU3xypOIKndhijUztOQAAV774HdjvRCxactG7eKKu8u61LcuJ0EnfNNVR/+hkNR460uk1mgjWtw55S7aitVG+lSUj5zZa8wxh3NNOH+XY/qHL5ciLmzMYRf/L2wxLCGRwbxhf7S9rcP+6ar4LNRunzL7S6vmluIb0kp1TvpUlI+c3aQ9YDpqeP6nj+oPrsbBr27yf6/PNbXS8iTB8ez+YjZW2O4UxNJfq88yh/5RU8dSdPDR4XFkdqRKoWJyjVi2kSUn6z62gtiItZ6Wkdblv5wYeAdW+nLdOHxZFbVktBxckJpkn8omtxl5dTtWJFq+vHJYzTCe6U6sU0CSm/ySmyExlZSpiz4/mDqj/7jNDx43Gmpra5zXRvmfemds6GIubMwZGaSvkbS1tdPzZ+LAfKD1Dvru8wJqVUz9MkpPzC7TGUVcSSltjxL3t3ZSU1mzYRNX9+u9tNHByD0y5sOlzW5jZitxNz6SVUrVyJq+Tk+0eZCZm4jZvssuwO41JK9TxNQsovsgrLMR4nI1M6nrqhevVqcLuJmn96u9uFOe1MSIth0+HSdreLvXwhuFxUvPPOSeua2vfoJTmleidNQsov1h7KAWBiWseVcdWfr8IWGUn4tGkdbjs9PZ5tueW43G13ww7LHEtoZiblS0++JDcsehjhjnAt01aql9IkpPxiU04+4GHWsCEdbluzbh3hM2cgzo6fJ5qeHkdNg5u9+a0/tNok9vLLqNuylYaDB09YbhMbY+LH6JmQUr2UJiHlF3vyK5GQYkYnpLe7nauoiIb9+4mYPduncZueOdp0pP1LcjGXXAIilL/99knrxsVbFXKttQBSSgWXJiHlFznFHpxhhSRHtN89u2b9BgAifUxCwxLCSYwMYXM7xQkAzkGDCJ8+ncr3l5+0LjMhk8rGSvKq83w6plKq52gSUt1W2+CmvCqE+OhabNL+X6madeuQ8HDCJk70aWwRYeKQWHYcrehw25gLL6B+zx7qDxw4Yfnx9j16SU6pXkeTkOq2fQWVgDA4oeNta9atI2L6NJ/uBzWZODiGvfmV1Lvan9K7qftCy7OhMXFjEEQ7JyjVC2kSUt22+1glAKNTw9vdzl1WRv3evT7fD2oycXAMLo9hXwfFCc7BgwmbOoXK998/YXmEM4L0mHTtIadUL6RJSHXb9qPFII1kpiS2u13NBut+UOeTkDU30Y6j5R1uG3PBhdTt2EFDTs4JyzPjM7VMW6leSJOQ6rbtR0uwheYzNGZwu9vVrFuPhIQQNmVKp8YfnhBBVKjDp/tC0RdeAEDleyeeDWUmZHKk8ghVDe2fTSmlepYmIdVt2QV12ELzGRLZ/jNCNevXEz51KraQjrsqNGezCRPSYtie2/GZUMjQoYRNmEDl8hPvCzVN67CvbF+njq2UCqyAJiERWSAie0QkS0TuamW9iMiD3vVbRWRGs3WPi0iBiGxvsc8fRWS3d/vXRCTOu3yEiNSKyGbv65FAfjdlKa1uoLzGYA89RlpU292zPfX11O3eTfj06V06zoTBMezKq8Tt6fhZn6hzzqF2yxZcxV9OiNdUIbe7RIsTlOpNApaERMQOPARcBEwAFovIhBabXQSM8b5uAZY0W/ckcPKUm7AcmGSMmQLsBe5uti7bGDPN+7rVL19EtWt/kXV5KzS8lMSwtu8J1e/aBS4X4VMmd+k4EwfHUNvo5kBRdYfbRp9zNhhD1SefHl+WGpFKbGislmkr1csE8kxoDpBljNlvjGkAXgAWtthmIfC0sawB4kQkDcAY8ylwUltkY8z7xhiX9+MaYGjAvoHqUHaBlRTS4u2ISJvb1W7dCkDY5M7dD2rSmeKE0PHjcQwaRNWKj44vExEy4zPZW6oVckr1JoFMQkOAI80+53iXdXab9nwDaN46OUNENonIJyLS6jwBInKLiKwXkfWFhYWdOJRqTXZRFSJuhsdHt7td7dZtOFJTcaamdOk4Y1KjCLHbfCpOEBGizj6Lqs9X4an/cmqJzIRM9pXuw+1p/3kjpVTPCWQSau2fxS0v6PuyTeuDi/wCcAH/8S7KA9KNMdOBHwLPiUjMSYMb86gxZpYxZlZycvstZlTH9hdW4wgtZWhM+7Op1m7bSngnq+Kac9ptjEmNOv5MUkeizz4bU1NDzdq1x5dlxmdS567jUOWhLsehlPKvQCahHGBYs89DgaNd2OYkInIDcClwnfF2pTTG1Btjir3vNwDZwNguR698kl1QiXEeY3BU2+XZ7rIyGg8dJqyL94OaZA6KZs+xjs+EACJOOQWJiKDyoy8vyencQkr1PoFMQuuAMSKSISIhwCKg5YQvS4Gve6vkTgXKjTHtdpkUkQXAz4DLjTE1zZYne4shEJGRWMUO+/33dVRLjW4Ph0tqsIUUMjiy7SRUu80qcAzv4v2gJpmp0eRX1FNW09DhtrbQUKJOm0fVio+Pd88eGTsSh82hSUipXiRgSchbPHAH8B6wC3jJGLNDRG4VkabKtWVYiSIL+BdwW9P+IvI8sBrIFJEcEbnZu+ofQDSwvEUp9hnAVhHZArwM3GqMOXm+Z+U3R0pqcHnAFlLU7plQ7batIELYJN+alrZl7CDrvlNHcws1iTrrbFzHjlmVeYDT7mRk7EjtnKBUL+II5ODGmGVYiab5skeavTfA7W3su7iN5aPbWP4K8EqXg1Wdtr/QqoyzhRYwJKrtepK6LVsJGTUSe1RUt46XmWoloT35lczJ6LhbatRZZ4IIlStWEDbBejpgXMI4Vh9d3a04lFL+ox0TVJc1PSMUElZGYnjrzwgZY6jdto3wKVO7fby02DCiQx3s9bE4wZGYSPjUqVR9tOL4srHxYymsLaSkTk+SleoNNAmpLttfWE1oSANDYxPanEfIdfQo7pKSbl+KA6v0euygaPbk+5aEwOqeULdjB435BYDOLaRUb6NJSHXZ/sJqQsLK2i1KqPPejwmf0LJZRteMTY1mb36lz1N1R515BgDVK1cCX/aQ0ySkVO+gSUh1WXZhVYfl2XW7doPNRmhmpl+OOW5QNGU1jRRU1ne8MRA6diyOlBSqPvsMgPiweFIiUrQ4QaleQpOQ6pLy2kaKqxtotOd0kIR2EZKRgS28/QnvfDW2qTjBx/tCIkLk/NOpXrUK47K6PY1LGKeNTJXqJTQJqS45VGxVxomzmLTItrsl1O3aRdj48X477thUq8Jub2fuC82fj6ei4nj/usz4TA6WH6TB3fHzRkqpwNIkpLrkcIn1nLAtpLjN8mxXaSmuvDy/JqHEqFCSokJ9PhMCiJw3D+x2qj61umqPTRiLy7jILsv2W1xKqa7RJKS65FBxUxIqafNyXP1u65JX2Phxfj125qCoTp0J2WNiCJ82jerPrOKEcfFWPHpJTqng0ySkuuRwcQ0RoS6cdg/J4a03gq3baVXGhfrxTAiaKuSq8PgwwV2TqPmnU7djB66iIoZFDyPcEa7TOijVC2gSUl1yuKSG8PBqBkUOwm6zt7pN3a5dONLScMTH+/XYmanR1Da6ySmt9XmfyPnWzB5VK1dit9kZEzdGK+SU6gU0CakusRqXlrTfrsfPRQlNMr095Hb72FEbIGz8eOxJSccvyWUmZLK7ZLfPzxsppQJDk5DqtHqXm6PltTTajpEW1XplnKe2loYDBwgb59/7QQBjUpsamfp+X0hsNqJOO43qlSsxbjeZ8ZlUNlRyrPqY3+NTSvlOk5DqtNzSWoyBOjnSdlHC3r3g8RA2wf9nQlGhDobGh7PHx27aTSLPmI+7vJy6bduOt+/ZVbLL7/EppXynSUh12iFveba0U55dt9u63xI6zv9JCGB0ShRZBZ1MQvPmgQhVn61kbPxYbGLTJKRUkGkSUp12uKk821nS5oOq9Xv3YouMxDmk7W4K3TE6OYr9hVW4O1Eh54iPJ2zSJKpXrSLCGcHI2JHsLN4ZkPiUUr7RJKQ67XBJDSEOgzgq2zwTqt+7l9AxYxCRgMQwOiWKepeHo2W+V8gBRJ42j9qtW3FXVjIhcYImIaWCTJOQ6rRDxTVERzbgsNlJiUg5ab0xxkpCY8cGLIZRKVb7ni5dknO7qVm7lgmJEyiqLaKgpiAQISqlfKBJSHXakZIawsKqSI1IxWE7eXJeV0Eh7vLygCah0cldS0IR06YhERFUf/45ExKt6SX0bEip4NEkpDrFGGP1jXMUtV0Zt28fAKFjxwQsjvjIEBIjQzqdhCQkhIjZs6j+fBWZ8ZnYxMaO4h0BilIp1RFNQqpTCivrqW10U2/Lbb88GwgdE7gkBNYluezCziUhgKjTTqPh0CEc+aVkxGTomZBSQaRJSHVKU/fsag61m4Qcycl+b9fT0uiUKLIKqzrd9SBy3jwAqld9zsSkiZqElAoiTUKqU453z3YWtzmtd6CLEpqMSo6irMaaXK8zQkaNwpGSQvWq1VqcoFSQaRJSnXKopAYBxFna6pmQcbupz87ukSQ0uosVciJC5GmnUbN6NePjrM4JejakVHBoElKdcqSkhrhIg9jcrSahhsOHMfX1vToJgXVJzl1ezoh8g01smoSUChJNQqpTDhVXEx1Zh01sDIoYdNL6+r3eyrgAFyUADI4NIyLE3qXihMh5cwHwrNmoxQlKBZEmIdUph0tqcIZWkByejNPuPGl9/d69YLMROnpUwGMREUYld76HHIAjMZHQ8eOpXrWKCYkTtExbqSDRJKR8Vl3voqiqAeMoaLddT0h6OrawsB6JaVRyJNldSEJgnQ3VbNrE+OjRWpygVJBoElI+a5rJtFZy2i3P7on7QU1Gp0RxtLyO6npXp/eNnDcPGhsZmW991ktySvU8TULKZzmlVnl2pedQq92zPbW1NBw+3ONJCOjSfaGImTOR0FCGbMrV4gSlgkSTkPJZrrdjtXG0Po9QffZ+MKZHihKadCcJ2cLCiJg5E/fKL7Q4QfVrInKPiPw42HG0RpOQ8llOaS1OO4ijqtXLccfb9QSwZ1xLwxMjcdikS8UJYE3t0JCVzbhITUJKBYMmIeWz3NJa6xkhMW0mIQkLIyQ9vcdictptpCdGdD0JeVv4jCoOobC2UIsTVL8hIr8QkT0i8gGQ6V32LRFZJyJbROQVEYkQkWgROSAiTu82MSJysOlzoPmUhLzBXiIinUpaIrLA+0PIEpG7WlkvIvKgd/1WEZnRbN3jIlIgIttb7JMgIstFZJ/3z/hm6+72jrVHRC7sTKyqYzlltURG1AG0ek+oft8+QkeOROz2Ho1rdBfLtAFCMzOxJyYyYmcxANuKtvkzNKWCQkRmAouA6cBVwGzvqleNMbONMVOBXcDNxphK4GPgEu82i4BXjDGNPRGrr0llCfA1YJ+I3Cci4zraQUTswEPARcAEYLGITGix2UXAGO/rFu9xmjwJLGhl6LuAD40xY4APvZ/xjr0ImOjd72FvDMpPcktrcIRUkBKeQog95KT19dnZhI4Z3eNxjU6J4lBxDY1uT6f3FZuNyLlzSft4Fw6bg22FmoRUvzAfeM0YU2OMqQCWepdPEpHPRGQbcB3W70uAfwM3ed/fBDzRU4H6lISMMR8YY64DZgAHgeUiskpEbmrnlG0OkGWM2W+MaQBeABa22GYh8LSxrAHiRCTNe8xPgZJWxl0IPOV9/xRwRbPlLxhj6o0xB4AsbwzKD+oa3RRVNeCxF5EWdfJZkLuqCtexY4SMCk4ScnnM8eaqnRV52mnYC0oYEz5cz4RUf9Jae/kngTuMMZOB3wBhAMaYz4ERInImYDfGbG9l34Dw+fKaiCQCNwLfBDYBD2AlpeVt7DIEONLsc453WWe3aSnVGJMH4P2zaX5pn8YSkVtEZL2IrC8sLOzgUKpJ0zNCdbQ+j1BDdjZAj3RKaKk7PeTgyxY+mZVRbC/ajtvj9ltsSgXJp8CVIhIuItHAZd7l0UCe9+Thuhb7PA08Tw+eBYHv94ReBT4DIoDLjDGXG2NeNMZ8F4hqa7dWlrXMzL5s4yufxjLGPGqMmWWMmZWcnNzFQw08TeXZleZQ2+XZQOjIkT0aF1hTOkDXyrQBnKmphI4Zzag9FdS4asguz/ZneEr1OGPMRuBFYDPwCtbvb4BfAV9gnTzsbrHbf4B4rETUYxw+bvdvY8yy5gtEJNR76WtWG/vkAMOafR4KHO3CNi3li0iaMSbPe+muqZypK2MpHzU9qOpxFLVelJCdhYSE4Bw6tKdDIzLUQVpsWJfPhAAi551G+rvPwXjYVriNsfE998CtUoFgjLkXuLeVVUtaWQZwOvCyMaYsYEG1wtfLcf/XyrLVHeyzDhgjIhkiEoJVNLC0xTZLga97q+ROBcqbLrW1Yylwg/f9DcAbzZYvEpFQEcnAKnZY28FYyke5pbXYbSCOilbPhBqysgnJyEAcvv67xr9Gd3Gq7yaRp5/GoPxGom0Rel9IDTgi8nfgPuB3PX3sdn9jiMggrPsq4SIynS8vecVgXZprkzHGJSJ3AO8BduBxY8wOEbnVu/4RYBlwMVYRQQ1fVmcgIs8DZwFJIpID/K8x5jGsH9RLInIzcBj4qne8HSLyErATcAG3G2P04r6f5HifEWoQ02phQv3+/YRPnhSEyCyjkqP47/ojGGMQae3KbPsiZs3C5nSSWRvH1qKtAYhQqd7Le2slKDr6Z+uFWMUIQ4G/NFteCfy8o8G9l/CWtVj2SLP3Bri9jX0Xt7G8GDi3jXVtnX6qbsotqyUyvIEGOGlab09tLY05OcRe0bL4seeMTomiusFNXnkdg+PCO72/LTyc8JkzGZWdxX/DjlHTWEOEs91/Zyml/KDdy3HGmKeMMWcDNxpjzm72utwY82oPxah6gZzSGkJCK0gMSyTMceI0DQ0HDlg944JQnt2kqTihW/eFTptHxvZiPMaj8wsp1UPaTUIicr337QgR+WHLVw/Ep3qBepebgsp6PPbi1tv1NFXGBaE8u0l3y7QBok47jdFHrYLKrYV6SU6pntDR5bhI759tlWGrASCvrA5joN52tI0klAV2e4/2jGspKSqE2HBnt4oTQseNIz48gbR6lxYnKNVD2k1Cxph/ev/8Tc+Eo3qjpmeEKjwHGRx12knrG7KzCRk+HAk5uZVPTxERRqd0vYccfNnCZ/SRj9gWp2dCauDwNiP40PtxEOAGCoERwFFjTMuWa37j68Oq93s7qzpF5EMRKWp2qU71c8efEbIXnlSUANbluNBRwbsU12RUcmS3zoTAauEzen8dBbWFHKs+5qfIlOrdjDHFxphpxphpwCPAX73vpwGdb8roJSIdPrPh63NCF3ib4F2K9VDoWOAnXQ1M9S25pbXYBMRZftLlONPQQMOhQ4SM6vlOCS2NTomiqKqBspqGLo8Redo8xnjvC+klOaUAsIvIv0Rkh4i8LyLhACLysYjM8r5PEpGD3vc3ish/ReRN4P2OBvf1ycKmJqUXA88bY0q68iyG6ptySmuJjQCXeE56ULXh0CFwu4NaGdek+SyrM4cndGkMZ2oqY2NG4fAcZlvhNs4ffr4/Q1SqQyPuevtvWGcg/rT54H2X3NnFfccAi40x3/I+i/kV4NkO9pkLTDHGtNaE+gS+ngm9KSK7gVnAhyKSDNT5uK/q43LKaomKsM4uWrbsqQ9i49KWRidHA92rkAOIO/U0Mo4ZthRs9kNUSvV5B4wxm73vN2DdJ+rIcl8SEPh4JmSMuUtE/gBUGGPcIlLNydMyqH4qt7SWsKhK4kPjT3qAsz47G0QIycgIUnRfGhIfTqjD1u0kFHnaaYx+6Vk+GrKdRk8jTluPTDCpFADdOGMJlPpm791A09PgLr48kTnx4UGo9nXwzsyUOh64VkS+DlwNXNCJfVUf5XJ7OFZRh3G0/oxQQ3Y2zqFDsYW1/DvY8+w2ISMpsttJKGLWLDKP2ag3jewt2eun6JTqdw4CM73vr+7qIL5Wxz0D/Amry+ps76ut7tmqH8krr8PtMdRLXuvPCGVl94rKuCajU6LI6maFnC0igmlJUwDYVLDJH2Ep1R/9CfiOiKwCkro6iK+FCbOACd5eb2oA+XIeoYMMjjxxolrjctFw8CCR808PRmitGp0Sxdvb8qhrdBPm7Prs7hlzLyCpfAsbDn3O9RP0aQQ1cBhj7mn2/iAwqdnnPzV7vxuY0mzXX3qXP4k1g6tPfL0ctx3rASY1wDTNqOq2FZ50JtSYk4NpaOgVlXFNRqdEYQzsL/T5knSros48k8wcw+aCzei/vZQKHF+TUBKwU0TeE5GlTa9ABqZ6h1xvEhJn2UlJqDdVxjU53si0m5fkQkaMYGJtAkVUcbRa50ZUKlB8vRx3TyCDUL1XblkNMRFgbK5WkpDVuDQkCFN6tyUjKRKbdL9MG2B6+lzgHTYd+YIh46/qfnBKqZP4dCZkjPkEqxLC6X2/DtgYwLhUL5FTWku09xmhli17GrKzcAwahD2q9/S3DXPaGZYQ0e32PQCTT7ucsHrDuh3L/RCZUqo1vlbHfQt4Gfind9EQ4PUAxaR6kdyyWkJDq4kJiSEq5MRk09sq45qMTo4i2w9nQjGz5jA238bmEm3fo1Sg+HpP6HbgNKACwBizD0gJVFCqd/B4DEfLasFRfFK7HuPxUH/gQK/oGdfSqJQo9hdV4/Z0r6BAQkKY7BjOQWc5lfWVfopOKdWcr0mo3hhzvCuktzOqlgz1cwWV9TS6rWeEWiYhV14epqamV1XGNRmdHEWDy8ORkppujzVz1Bl4bLBh41t+iEyp3ktE3CKyudlrRCvbLBOROH8e19ck9ImI/BwIF5Hzgf8Cb/ozENX7NE3hUGkOnpSEemNlXJNRfphltcmcM65FPIZ1OzpsBqxUX1fbNJ2D93WwaYVYbMaYi40xZf48qK9J6C6sCY62Ad8GluF9MEn1X00PqrrshQyJbpmEel9lXJPRyV920+6u2EHpjKgMY0v5rm6PpVRfIiIjRGSXiDyMVYg2TEQOikiXuyO0xtcGph4ReR143RhT6M8AVO/V9KCqzVnayplQFvbERBzx8cEIrV2xEU6SokL9ciYEMCV8NO+Fbacu/xhhqfrMtgqwe2L/RgCmcuCe8js72CZcRDZ73x8AfgBkAjcZY24DawZjf2v3TMh7CnaPiBQBu4E9IlIoIr/2eySq18kprSUqDMTWePI8Qr20Mq7JmJQo9vopCc2acD51ocKWD1/wy3hK9VLNL8dd6V12yBizJpAH7ehM6E6sqrjZxpgDACIyElgiIj8wxvw1kMGp4MoprSE6ooEqTpxHyBhDfXY2MZdeErzgOpA5KJr/rj+Cx2Ow2br3r7fZUxZA1t9Yt3M5p3CnfwJUqi0dn7H0pO71v/JBR/eEvo41o96BpgXGmP3A9d51qh/LLaslJLSKhLCEE+YRchUW4qms7JWVcU3GpkZT3eA+fl+rOwZHDSbJHcE21yFcpaV+iE4p1aSjJOQ0xhS1XOi9L6QzffVjxhhyS2sxjpKTL8X14sq4JpmDrOKEfQXdf75HRJieNJXdQ6Dyww+7PZ5S6ksdJaGGLq5TfVxRVQP1Lg8NrTwjVJ9lJaHeWBnXZHSKNdX3nmP+uS80e8zZlMQIez/Rvr2qfzLGRLX4fNAYM6nFshGtnZh0R0f3hKaKSEUry4WTp3NV/ciXzwgdYkjUKSesq9+fjS0mBkdycjBC80lsuJO02DD25vun08HsQbMB2Fi4iVkVFdhjYvwyrlIDXbtnQsYYuzEmppVXtDFGL8f1Y033Uoyj6KTu2U2VcYEo1/SnsanR7DnmnyQ0Mm4ksfYodg7xUPmBXpJTyl98fVhVDTDNnxEaGjX0hHX12dm9smdcS5mDoskqrOp2DzkAm9iYOXgOuzKclL+pl+SU8hdNQqpVOaU1hIcYxF5/wpmQq7QUd0lJr66MazI2NZoGl4dDxf6pMp01aBb50W6O7PiCxmPH/DKmUgOdJiHVqtzSWqIjGgFOSEJ9oTKuydhU6z6rv+4LzUydCcCuoVDx9tt+GVOpgU6TkGpVTmktoaFVpISnEGIPOb68qTIutBdXxjUZnRKFiP8q5DLjM4l0RrJ3ehLlb+glOaX8IaBJSEQWiMgeEckSkbtaWS8i8qB3/VYRmdHRviLyYrNW4webeh15m+3VNlv3SCC/W39mjCG3rBbjLD65cen+bCQiAkdaWht79x4RIQ7SEyL8diZkt9mZnjKdXek26vfupW73br+Mq1RvICK/EJEd3t/Fm0XklHa2vVFEBre1vjMCloRExA48BFwETAAWi8iEFptdBIzxvm4BlnS0rzHm2qb+RsArwKvNxstu1vvo1kB9t/6utKaRmgZ3q/MINWRlEzpyJGLrGyfRY1Oj2eOnJAQwK3UWhyimPNZB+Wuv+21cpYJJROYClwIzjDFTgPOAI+3sciPQu5MQMAfIMsbs906I9wKwsMU2C4GnjWUNECciab7sK1Z98DXA8wH8DgNS0zNC1ebwSeXZ9dnZhPaByrgmmanRHCiqpt7l9st4TfeFDi6YTNnrr+Opq/PLuEoFWRpQZIypBzDGFBljjorIr0VknYhsF5FHvVevrgZmAf/xnjGFd+fAPk3l0EVDODGT5gAtT+9a22aIj/vOB/K9U403yRCRTVjTkP/SGPNZy6BE5Bassy7S09N9/jIDSa63PBtnyQnl2e7KSlz5+YT0gcq4JmMHReP2GA4UVTNuUPcfMJ2YOJEwexj7ZqQw9cVNVLzzLnFXXtH9QJXymvzU5L8RgKkctt2w7c521r8P/FpE9gIfAC8aYz4B/mGM+S2AiDwDXGqMeVlE7gB+bIxZ393AAnkm1NqTjC0f2GhrG1/2XcyJZ0F5QLoxZjrwQ+A5ETnpt44x5lFjzCxjzKzkXvzEfzA1f0bohMq4/dZEdn2hMq5JU4Wcvx5addqdTE2ZyhbJIWTkSEpf0BNx1fcZY6qAmVj/QC8EXhSRG4GzReQLEdkGnANM9PexA3kmlAMMa/Z5KHDUx21C2ttXRBzAVVg/NAC8p5FNp5IbRCQbGAt0O1MPNDmlNYQ5DdhqT7gn1Jcq45qMTIrCYRO/FSeAdUluyeYlOK69g5rf/5W6nTsJm9DydqdSXdPBGUvAGGPcwMfAx96k821gCjDLGHNERO4hAO3aAnkmtA4YIyIZIhICLAJa1rUuBb7uvc54KlBujMnzYd/zgN3GmJymBSKS7C1oaJrzaAywP1Bfrj/LLaslKqIBh83OoMgvZxKtz85GQkJwDh3azt69S4jDRkZSpN/OhMAqTjAY9p86DAkLo/R5PRtSfZuIZIrImGaLpgF7vO+LRCQKuLrZ+kog2h/HDtiZkDHG5b1u+B5gBx43xuwQkVu96x8BlgEXA1lADXBTe/s2G34RJxcknAH8VkRcgBu41RhTEqjv1581PSOUGJGKw/blX5H67CxCRoxAHIE8gfa/cWkxbDzkv3mAJidNxmlzsqlyF+Muu4zypUtJvvNOHImJfjuGUj0sCvi7iMQBLqzfybcAZcA24CDWyUGTJ4FHRKQWmGuM6fLEXQH9bWKMWYaVaJove6TZewPc7uu+zdbd2MqyV7BKtlU3NM0jFJ108jNCDVnZhE+dGqTIum5CWgxvbjlKeU0jsRHd77sb5ghjctJk1uev5/ab7qXs5ZcpeeYZUu68s/vBKhUExpgNwLxWVv3S+2q5vd9+3/aNhz1Uj6modVFZ76Je8hgc+WVRgqemhsbcXELH9J3KuCYTBlv1KTvzWpuVpGtmps5kZ/FO3MNSiT7vPEqfex53VcBnQlaq39EkpE5wxPuMUI05csKZUH22dXstZFTfqYxrMiEtMEnIbdxsLtxM4re+iaeigrL//tdv4ys1UGgSUidomkdInKUnVsZlZwEQOrrvnQklR4eSHB3KzqP+S0LTUqZhFzvrj60nfMoUIk45hZInn8TToBMOK9UZmoTUCZqeEWqZhBqys8HpJKSPPuA7IS3Gr2dCkc5IxieMZ0P+BgCSvn0Lrvx8yl7SsyGlOkOTkDpBTmkNIQ6D2GtOPBPal0VoH6yMazJhcAxZBZU0uDx+G3P2oNlsLdpKrauWiLlziZgzh6JHHsFTU+O3YyjV32kSUifILa0lKqKeMEcoKREpx5fXZ2cT0oc6JbQ0IS2GRrdhX4H/nheaPWg2Lo+LTQWbEBGS77wTd1ERJc8867djKNXfaRJSJ8gprcUZUsnQqKHYxPrr4amtpTEnp0/eD2pyvELOj/eFZqTOwCEO1h2zHp+ImDGdqLPOovixx3CXl/vtOEr1hM5M5eBPmoTUCXJKa3DbCxkW82XXpPr9+8GYPjGld1tGJEYSEWL3+32hSUmTWJu39viy5Du/j6eykqJH/um34ygVaF2YysFvNAmp4yrqGqmoc1FLDsOiv0xCfWlK77bYbcK4QdHsyPVfEgLrktyO4h1UNVizt4aNG0fsVVdS8uyzNBw86NdjKRVAbU3lcFBEkgBEZJaIfOx9f4+IPC4iH4vIfhH5XlcP3DfvMquAaJrCwe0oJD167vHl9VnZ4HAQMnx4sELzi8lDYvnvhhzcHoPd1lqj9s47Je0U/rXtX2ws2MgZQ88AIOXOO6l89z3y/3A/w5Y87JfjqIFj17jxfyMAUzmM373rznbWtzWVQ3vGAWdj9ZDbIyJLjDGNnQ1Mz4TUcbnNpnBofiZUn5VFyIjhiLP7LW+CacrQOGoa3GQXVvltzKnJUwmxhfBF3hfHlzmSk0m89dtUrVhB1eef++1YSgVKO1M5tOdtY0y9MaYIKABSu3JsPRNSxzXNqCrOMtKjv3weqD47i7Bx44MVlt9MHRYLwJYjZYxN9UsDYMIcYUxNmXq8OKFJwte/TtmLL1Fw331EvvZany1tVz2vgzOWgGllKocbsJqZNp2stJzGob7ZezddzCd6JqSOyymtxW734HDUMijKmsLBU1dH45G+XRnXZGRSFFGhDrbm+Ldybc6gOewu2U1ZXdnxZbbQUFJ++hPq92VR+uKLfj2eUv7WxlQOh7C6ZzfN2/aVQBxbk5A6LresloiwWoZED8Zpsy69NRw4AB5Pny5KaGKzCZOGxLA1p8yv456SdgoGw/r8E+dPjD7/fCJOOYWiB/+Ou8y/x1TKz6KAp0Rkp4hsBSYA9wC/AR4Qkc+wznb8TpOQOi6ntBabs6zF/SCrMq4vNi5tzdShcezK82/nhEmJkwh3hLP22NoTlosIqT+/G3dlJYX/eMhvx1PK34wxG4wx84wxE4wxU4wxV3kr5D4zxow1xsw3xvzYGHOWd/t7jDF/arb/JGPMwa4cW5OQOi6ntIZGe/6JSSg7C+x2QkeMCF5gfjRlaBwNbg+7j/mvVNtpdzIjZcYJzws1CcvMJO7aayh9/nnq9+3z2zGV6i80CSkAqutdlNY04rLln1wZN3w4EhISxOj8Z8pQb3GCv+8Lpc0huzybotqik9Ylf+972CIjyf/9fVjzOCqlmmgSUsCXUzjYWlTGNWRlE9pPLsUBDI0PJyEyhK1Hyvw67pxBcwBOqpIDcMTHk3zHHVSvWkXVRx/59bhK9XWahBQAh4ut8mxbSMnxMyFPfT0Nhw/3ydlU2yIiTB0ay2Y/J6HxCeOJdkaf8LxQc/GLFxEyahT59/1B5xxSqhlNQgqAQyVNzwgVMzR6KIDVdsbj6TdFCU1mDo9nX0EVZTX+SwZ2m53Zg2az+ujqVi+5idNJ6l130XjkCGUvvOC34yrV12kSUgAcKanB4XCRGh1FmMN6Jq0+q+/OptqeWSMSANh4uNSv484bPI+j1Uc5XHm41fWRp59GxNxTKVryCO4q/3VtUKov0ySkADhUXE1oWCXDY5p1SsjKApuNkIyMIEbmf1OHxuGwCesO+j8JAaw6uqrV9SJCyg9/hLu0lJLHH/frsZXqqzQJKcC6HGfsBSd2z87KJiQ9HVs/qYxrEh5iZ+KQWDb4OQkNixnG0KihbSYhgPDJk4i+aAHFTzyJq7DQr8dXqi/SJKTweAxHSmpotB9jROyI48v7+myq7Zk1PJ4tOWXUu/z7EPi8wfNYm7eWRk/bzYRTvv99TEMDxf/+t1+PrVRfpElIcayijka3wRZSQkaMdenN09BAw6FD/e5+UJPZI+Kpd3nY7uf5heYNnkeNq4athVvb3CZkxAhiL7+c0hde1LMhNeBpElIc9lbG2ZzFx8+EGg4cBLe7T8+m2p6Zw63ihA2HSvw67uy02djF3u4lOYCkb9+CaWyk+Ikn/Xp8pfoaTULq+DNCztCK4+XZ9Xv3AhA6dmzQ4gqk5OhQhidG+L04ISYkhslJk1l9dHW724WMGEHMpZdQ+vzzuEr8mwiV6ks0CSkOl9Qg4iE9Pup49+z6vXvB4SA0Y0RwgwugOSMSWHugBLfHv6105g2ex/ai7ZTXt98aKOnWWzF1dZTo2ZAawDQJKQ6V1OAMqSIjvll59t69hGZk9Jueca05fUwS5bWN7Dzq3/tCcwfPxWBYk7em3e1CR44k+oILKH3xRTzV1X6NQam+QpOQ4nBxNR5HwfGiBIC6vXsJzcwMYlSBN3dUIgArs05uOtodk5ImEe2M7vCSHEDiTTfiqaig7JVX/RqDUn2FJiHFweIqxFlMRqyVhNwVFbjy8vrt/aAmKdFhjE2NYlW2f5OQw+ZgTtocVh1d1WHX7PBp0wifPp2Sp5/GuAMyZ5hSvZomoQGuoq6R8lo3EvJlZVzTvDehY8e0s2f/MG9UEmsPlFDX6P/nhfKq8zhYcbDDbRNuvJHGnBwqP/jQrzEo1RcENAmJyAIR2SMiWSJyVyvrRUQe9K7fKiIzOtpXRO4RkVwR2ex9Xdxs3d3e7feIyIWB/G79xfHu2c4vnxGq27MHsCZk6+9OH51Evcvj9z5ycwfPBdpu4dNc9Hnn4hw2jJInn/RrDEr1BQFLQiJiBx4CLsKar3yxiExosdlFwBjv6xZgiY/7/tUYM837WubdZwKwCJgILAAe9o6j2nHE+4xQbGQjcWFxgFWUYIuOxjFoUBAj6xmnjEzAbhNWZRX7ddxh0cMYETOCT3M+7XBbsdtJ+J/rqd20ibqdO/0ah1K9XSDPhOYAWcaY/caYBuAFYGGLbRYCTxvLGiBORNJ83LelhcALxph6Y8wBIMs7jmpH0xQOI5Niji+r37uP0LFjEZFghdVjosOcTB0ay2f7/N+54MyhZ7Lu2DqqGzuufIu94gokLIzS53WaBzWwBDIJDQGONPuc413myzYd7XuH9/Ld4yIS34njISK3iMh6EVlfqC1TOFxSg81ey5hE6yFVYwz1e/cSltm/ixKaOyszhS055RRU1vl13DOHnUmjp5E1R9sv1Qawx8QQc+kllL/1Fu7KSr/GoVRvFsgk1No/o1uWCrW1TXv7LgFGAdOAPODPnTgexphHjTGzjDGzkpOTW9llYNlfWAHOouNFCa6jR/FUVfX7yrjmzhufCsCK3QV+HXdayjSindF8kvOJT9vHL1qMqa2l/PU3/BqHUr1ZIJNQDjCs2eehwFEft2lzX2NMvjHGbYzxAP/iy0tuvhxPtXCwuApbSAkjYkYA1vNB0H/b9bRmfFo0g2PDWL7Tv0nIaXNy2pDT+DTnUzzG0+H24ZMmEjZlCqXPP99habdS/UUgk9A6YIyIZIhICFbRwNIW2ywFvu6tkjsVKDfG5LW3r/eeUZMrge3NxlokIqEikoFV7LA2UF+uP2h0eyioaMTW7Bmh+j3eJDSm/5dnNxERzpuQysqsQr+Xap8x9AyK64rZWexbwUH8okU07N9Pzbp1fo1Dqd4qYEnIGOMC7gDeA3YBLxljdojIrSJyq3ezZcB+rCKCfwG3tbevd5/7RWSbiGwFzgZ+4N1nB/ASsBN4F7jdGKNP/7Ujr6wOjxEcoeUnNC51Dh6MPTo6yNH1rHPHp1LX6OFzP3dPOH3I6djE5vMluZgFF2KLjKT81df8GodSvZUjkIN7y6eXtVj2SLP3Brjd1329y/+nnePdC9zb1XgHmgPFVtXW0PjQLxuX7ts7oC7FNTl1ZAKRIXY+2FXAud57RP4QHxbP1OSpfHLkE26f1upf9RPYIiKIufhiyt96i9Rf/gJ7VJTfYlGqN9KOCQPYgcIqAMYPsubW8TQ0UL//QL/vGdeaUIedMzOTWb7zGC53x/dvOuOMoWewq2QXeVV5Pm0f95WrMLW1VLzzjl/jUKo30iQ0gO0pKAVbHZNShwPQsH+/NZHdAGjX05rLpgymqKqB1fv9++DqeennAfDB4Q982j5s6lRCRo3SS3JqQNAkNIDtOlaMLaSIzATr8lvTRHZhA/ByHMDZ41KIDnXwxmb/FlWOiB3BmPgxfHDItyQkIsRddRW1mzZRv3+/X2NRqrfRJDSAHSquwxZSyJg468ynbs8exOkkZMSI4AYWJGFOOxdMHMR724/5vUru/PTz2VSwicIa3x6Qjl14OdjtlL+qUzyo/k2T0ABV1+imtEoIC69gUKTVI65+125CxoxGnM4gRxc8C6cNprLexcd7/PvM0PnDz8dg+PCwb52yHUlJRJ11FmWvv4FpbPRrLEr1JpqEBqhDxTWAMCTeiYhgjKFu507Cxo8PdmhBNW9UIklRIX6/JDcqbhQjYkb4fEkOrAIFd1ERVZ+t9GssSvUmmoQGqP3eyrjM1DgAXMeO4S4rI2x8y0bnA4vDbuOyqYP5YFc+RVX1fhtXRDh/+Pmsz19PSV2JT/tEzZ+PPSmJsldf8VscSvU2moQGqK1H8wGYMdR6SLVu1y4AwiYM7DMhgOtOSafRbXh5Q45fxz1/+Pm4jZsVh1f4tL04ncRedhlVH3+Cq8S3xKVUX6NJaIDafqwAcVQwKdlblLBzF4gMiInsOjI6JZpTMhJ47ovDeDz+6+E2LmEc6dHpLDtw0jPYbYq94gpwuah4622/xaFUb6JJaIA6WFRtVcbFe5PQrl2EjBiBLTLSfwdxu+DwGlj9EHxwD3xyP+x4HWr9O4tpIHztlHQOl9Sw0o9tfESEy0Zdxtpjazla5ds9p7DMsYRNmED566/7LQ6lehNNQgNUQbkQGVFNbGgsAHW7/FiU4GqANUvgganw+IXw3s9h1d9hxb3w3xvgj6Ph5W9AwW7/HC8AFkwaREJkCM+uOeTXcS8deSkAb+/3/cwm9sorqdu58/i060r1J5qEBqCymgbqG5ykxVmzn7tKS3EdzfPP/aD8nfDomfDuXZCQAVc/Dj/Jhl8VwS/y4eYPYM63Ye/7sGQefPAb64yplwl12Fk8ZxjLd+VzoKjjmVF9NTR6KDNTZ7I0e6nP0zXEXHoJOJ2Uv/a63+JQqrfQJDQA7S0oB2BMinUWVL/bOiMJ7e6Z0J534N/nQnURLH4BbnwLJn0FIpNABJxhMGw2LPh/8P0tMHUxrPwLPHUZVPS+qZ9unJeB027j0U+z/Tru5aMu52DFQbYXbe94Y8ARH0/0WWdR/uab+syQ6nc0CQ1Aqw8eBGBOujUHYN3Opsq4bpRn73oLXrgOkjPh1pWQeVH720cmwhUPwVX/grwt8OjZve7yXHJ0KNfMGsorG3LJr/Df1N/nDz+fUHsob2T7PoNq7JVX4C4upmqlPjOk+hdNQgPQxiNHQRo4I2MiAHU7d+IYNAhHfHzXBjzwKbx8EwyeBje8CdGdmAphyjXwzeWAgScvthJSL3LL/FG4PB4eX3nAb2NGh0RzzrBzeOfAOzS4G3zaJ2r+fOwJCXpJTvU7moQGoKzCapxhxQyPSQfoXqeE/B3w/GJIGAnXvQyhXZgML3Ui3PQOOMKtS3PHfLtM1RPSEyO4bOpgnllziIJK/50NXTHmCioaKnjv4Hs+bd/0zFDlihW4Snt/daFSvtIkNAAVljlIjGlERHBXVtJw4ADhUyZ3fqD6Snjp6xASCf/zGkQkdD2oxFHwjXfAGQnPfgVK/VuV1h13njeWBpeHv3+Y5bcx56bNJSM2g//s+o/PBQqxV10JjY1UvO37c0ZK9XaahAaY4upqGhoiGZkSDkDdDmvW9LBJnUxCxsCbd0LJfqsCLmZw94OLS4frXwFXLTx7FdT0ji4BGUmRLJ6TzvNrD/utUk5EWDxuMTuKd7C1aKtP+4RlZhI6frw+M6T6FU1CA8zH+62b/9OHWJ2za7duAyB88qTODbTpWdj+Mpz9cxhxuv8CTJ1gVdaVHbGeKXL3jmqw7547Gqfdxp/e89+zOpePupwoZxTP7XrO533irryCuu3bqfPO/aRUX6dJaIBZfdC6zHXGSGviurptW3EOT8ceF+f7IOW51gOoI+bD6T/yf5DD58Flf7MKHt7/pf/H74KU6DC+feZI3t6Wx+d+6qIQ6YzkitFX8P6h932eZyjm0kvB4aD8dd8r65TqzTQJDTA780oRaWTWkBEA1G7bTnhnLsUZA2//0DpDufxBsAXor9C0r8Gpt8MXj8DGZwJzjE669cxRDE+M4FdvbKfe5Z9J7xaNW4TL4+LFPS/6tL0jIYGos86kfOlSjKv3PeSrVGdpEhpgckrcREdVY7fbaCwowHXsWOeKEra9DHvfhXN/ZVXEBdL5v4WRZ1tJ78jawB7LB2FOO7+5fCL7C6v516f+mXZ7eMxwzh52Ns/teo6Khgqf9om74grcRUVUf/65X2JQKpg0CQ0gda46KquiGJJgteup226VQodNnuLjAOXw3t0wZCaccmugwvyS3eEtehgCL/4PVOYH/pgdOCszhUsmp/HgR1nsza/0y5i3T7udysZKnt7xtE/bR51xBvb4eMr0mSHVD2gSGkA2HduNccUyIc16KLV261aw2wkbP863AT7+g9WS55I/g80ewEibiUiAa5+F+opeU6jwm4UTiQ518IMXN9Pg8nR7vMyETM4ffj7P7nqWsrqyDreXkBBiLruUqg8/xF3W8fZK9WaahAaQT/ZbFVWnDh8OQN3WbYSOHYstPLzjnQt2w9p/woyvw+DpgQzzZIMmweV/h8Ore0WhQlJUKL+/ajI7jlbw4If7/DLmbVNvo6axhid3POnT9nFXXolpbKR8mT4zpPo2TUIDyLpDeQDMHZGOMYba7dsJn+zD/SBjrK7YIZFw7q8DHGUbJl/9ZaHCFt9u4gfSBRMH8dWZQ3no4yxW7ut+tdzo+NEsyFjAc7uf86lSLmz8eEIzM7VKTvV5moQGkKyCOkKcjQyJC6fhwEE8FRW+FSVkfwj7V8BZd1sdsYPl/N/A8NPhze9Dnm8PeAbSbxZOZExKFN97YRN55bXdHu+OaXfg9rj547o/+rR97JVXULd1K/VZ/uvkoFRP0yQ0QORX51NZGcvQROtp/dqNGwAInzGj/R09Hlh+D8QNh1k3Bz7Q9tid8NUnIDweXrw+6B0VIkIcLLl+JvWNbr7z7EbqGrtXtp0ek863pnyLdw6+w8rcjrtlx152GTgclL38SreOq1QwaRIaINYf24infhBThyYCULNhI/a4OEIyMtrfcfsrkL8NzvkVOEJ6INIORKXAtc9AZR688k3w+Od5na4alRzFn6+ZyuYjZfzopS14PL71gWvLNyZ9g4zYDP5vzf9R62r/7MqRmEj0eedR9tpreOr811xVqZ6kSWiA+GT/bjBOThtpFSXUbNxA+MyZiEjbO7ka4KPfwaDJ1uR0vcXQWXDRH6zLhB//PtjRsGBSGj+/eBxvb8vjD+91b06kEHsIvz711+RW5fLQpoc63D5+8WI85eVULHunW8dVKlg0CQ0Q6w9bz9hMHRKPq6iIxkOHiejoUtyGJ6DsEJx3T+A6I3TVzJtg+vXw6R9hd/ArxL41fyTXn5rOPz/ZzzNrutcBfNagWVwz9hqe2vkUKw6vaHfbiDmzCRk1itLnn+/WMZUKll72m0UFQnl9OTnFgsPuISMpkpqNGwGImNlOEqqvhE/ut/rDjTq3hyLtBBG4+M9Wufhr34Yi/5RKdz0c4Z7LJnLOuBR+/cZ2XtuU063xfjrnp4xPGM8vVv6CwxWH2z1u/OLF1G3bRu22bd06plLBENAkJCILRGSPiGSJyF2trBcRedC7fquIzOhoXxH5o4js9m7/mojEeZePEJFaEdnsfT0SyO/Wl2zI34C7Lo0RSSE47DZqN2xEQkPbn8571T+gpsiqSGvvkl0wOcPgmmfAHgL/udp6kDaIHHYbD31tBqdmJPKjl7bwxubcLo8Vag/lL2f9BRHhBx//gJrGmja3jV14ORIRQelzejak+p6AJSERsQMPARcBE4DFItLyt95FwBjv6xZgiQ/7LgcmGWOmAHuBu5uNl22MmeZ99UBfmb5hbd46PHWDmZVuTbtds3Ej4ZMnIyFtFBpUFcDqf8CEhVaLnt4sbpg19UPlMXh+ETR2v1S6O8JD7Dx24yxmjUjgBy9u5q2tR7s81tDoodw3/z6yyrL4/orvU++ub3U7e3Q0sQsvp+Ktt2gsKOjy8ZQKhkCeCc0Bsowx+40xDcALwMIW2ywEnjaWNUCciKS1t68x5n1jTFP74DXA0AB+h35h5aGdGE84k4bE46mpoW7nTsJntpNcPv2j9cv8nCA9mNpZw2bDVf+CnPXw6i1WWXkQRYQ4eOLG2cwcHs/3nt/ES+uOdHms+UPn89t5v2VN3hp+9PGPaGyjbVHiDTdgXC5K/+P73ERK9QaBTEJDgOb/9+V4l/myjS/7AnwDaF4WlCEim0TkExGZ39XA+5OSuhKy8q1fXJOGxFr94tzutu8HleyH9U9Y7XmSRvdgpN004XK48F7YtdRq7ePjlNmBEhnq4Mmb5nDa6CR++spWlnyc7fM03i0tHL2QX57ySz7J+YQff/Jj6lwnl2OHjBhB9HnnUfrCC3iq/TP7q1I9IZBJqLUbCS3/L2xrmw73FZFfAC7gP95FeUC6MWY68EPgORGJOSkokVtEZL2IrC8s9G0isb5s1dFVuGvTCXEIE9JiqF6zBux2wqe30f/to3uth0LPOukWXu936m1Wd+81D8HH9wU7GiJDHTx2w2wumzqYP7y7m3vf3tXl54iuHXctd825ixVHVnDz+zdTUnfyg7oJ37gJT3k5Za++1t3QleoxgUxCOcCwZp+HAi0vkLe1Tbv7isgNwKXAdcb7z0tjTL0xptj7fgOQDYxtGZQx5lFjzCxjzKzk5OQufrW+Y1XuKqRuJJOHxBHisFG9ejXhkydjj44+eeO8LdaU3ad+B6IH9Xyw3SUCF/7eKt3+5D5Y+ddgR0SIw8YD107jhrnD+ffKA/zov1todHftcuF146/jL2f9hT0le7ju7evYV3piRWDE9OmET59OyZNPYhqD321cKV8EMgmtA8aISIaIhACLgKUttlkKfN1bJXcqUG6MyWtvXxFZAPwMuNwYc7xkSESSvQUNiMhIrGIH/8w81kd5jIfPc77AVZfGzOHxuCsqqNu2nch5c1vf4YN7rJY4p32/R+P0K5sNLnsQJl1tfZ8v/hnsiLDZhHsun8iPzh/La5ty+caT66iq79qsqOcNP4/HL3ycWlcti99ezCt7XznhMl/iLd+iMTeX8je0sanqGwKWhLzFA3cA7wG7gJeMMTtE5FYRaapcW4aVKLKAfwG3tbevd59/ANHA8hal2GcAW0VkC/AycKsxJrjNxYJsT8keCstD8XhszEiPo/qLL8DjIXLevJM3zl4B2R/BGT+BsNieD9afbHa48hEYdym881P4/MFgR4SI8N1zx3D/V6awKruYRY+upqCya612piRP4eXLX2Z6ynTuWX0PP/vsZ1Q1VAEQddZZhE2ZQtHDSzANDf78CkoFhHT1Zml/MGvWLLN+/fpghxEwj2x5hL9+uIX6gkv54ufnYv52P2Wvv0HmmtUnlmd7PPDomVBbBt9dD47QoMXsV64GePVbsPN1mP8jq/9dL3jmacXuAm77z0aSokN46qY5jEyO6tI4HuPhsW2P8Y/N/2Bo1FDuPf1epqVMo+qzlRz51rcY9L+/Jn7xYj9Hr3wQ/L9kfYh2TOjHVhxZQbSZzJC4cFJjwqhetZqI2bNOfj5ox6twbCuc88v+k4DAarh69eNWpd9nf4ZlPw56+TbA2eNSeP6WU6mud3P1I6vZdLi0S+PYxMa3pnyLxy98HJfHxQ3v3sBfNvwFx9xZhM+YQdEj/8RT3/qzRUr1FpqE+qlj1cfYWbyThuqhTE+Po/HoURoOHiRybov7Qa56+PC3kDoZJn81OMEGks1u3SOa9z1Y92/479ehIfglzNOGxfHqd+YRFepg8b/W8OGu/C6PNTN1Jq9c/gpXjr6SJ7Y/waK3FlH87YW48vMpeeJJ/wWtVABoEuqnVhxZgacxhooaOzPS46levRrg5PtB671NSs+/p/c1KfUXEbjgd1bl3K634ImLoKLrnQz8ZURSJK98Zx5jU6P51tPreWFt2z3iOhIVEsU98+5hyXlLqGys5OZD/4/XbhhF3r8eoTEvz49RK+Vf/fS3jvrg0AckMBuAmcPjqfpsJfbkJELHjPlyo7oK+PR+yDizdzYp9be5t1ktfoqz4V/nwNFNwY6I5OhQnv/Wqcwfk8xdr27jbx/s7fJDrQCnDzmd1xa+xiUjL+H5wYf4+SIXq/7+Kz9GrJR/aRLqhwprCll3bB1xnlOJCXMwITmc6k8/Jfqss0+cP+jzB6CmuHc3KfW3zAXwjffA5oDHLoQNT/WK7gr/vmEWV88cyt8+2Mev39iBuxuT48WExHDv6ffy4NkPUp4UzvfGrOG+pT9qtwmqUsGiSagfev/Q+3iMIb8onnmjkqhf+wWemhqiz2t2tlOeC2setiarG9xG94T+atAkuOVjGD4P3vwevHE7NAT3F7TTbuOPV0/h22eO5Jk1h/j+C5tocHWviOLs9LNZ+pW3OHd/JP8pfZ8rXl/Ipzmf+ilipfxDk1A/tOzAMoaHz6SgwsVpoxOp/PAjbBERRJx66pcbLf8VGA+c+7/BCzSYIpPg+lfgzJ/B5ufgsfOty3RBJCLcfdF47r5oHG9tzePmp9ZR3cWHWpvExaRw71f+yW//Y3CWVHH7h7dz2we3kVWa5aeoleoeTUL9zIHyA2wt3Mpw54UAzBuVSOVHHxI5fz62UG/59cHPYfsrcNqdED88eMEGm80OZ/8crnsZKnLhn2fC1v8GOyq+feYo7r96Cp9nFXHdv7+gtLp7D52GT5vG6Zd/h/seKOO2iIvYXLCZr7z5FX658pdklwU38SqlSaifeT3rdexip65yOINjw0jLzcJdWPTlpTi3y+oiEDusb7fn8acx58G3P4PUifDqN63pIOoqghrSNbOGseT6mezMq+Cr/1xNXnn35klKuvXbRE+eytm//5BXJ/2Nr437Gu8dfI8r3riC2z+8nQ8OfdBqd26lAk07JvSjjgkuj4vzXz6fiYmT+GzlZVwwIZWfHP6A4ieeZOznK7HHxlrPyrz9I/jqUzDximCH3Lu4XfDZn+CTP1hJ+iv/hmFzghrS6uxivvX0emLDnTx98xxGdbG7AkBjfgEHFy0Ct5sRL71IVVwoL+55ked3P09JXQnhjnDmDZ7H5KTJTEqaxJCoISSGJxLuCD8+hjEGl3HR4G6gwd1AvbueBncDNrERHxZPhCPixOKXgWnA/wA6Q5NQP0pCyw8t54cf/5A7J/yV371Sz9+uncrku76JY3Aaw594AmpK4O8zIHUS3PDmwKmI66zDX1hnROW51pQW839kXboLku255dz4xFo8Bp68aTZThsZ1eay6PXs49LXrcA4dSvoTj+NISMDlcbHu2DreP/Q+q4+uJrfqxGnJQ2whiMjxBOQxbRdMhNhCGBU3iklJk5ieMp1z0s8h0hnZ5Xj7KP0fqxM0CfWjJHTTuzdxtOoo50T9jUc/PcBnC1Mpv+F60v7vd8RdfTW8fjtseR5uXQmpLWdaVyeoK4e3fwzbXoL0uXDVoxCXHrRwDhRVc/2/v6CspoE/XzOVBZPSujxW1eefk3Pb7TgHDyb98cdwpp04VmldKbuKd5Ffk09xXTEVDV9emnTanITYQgi1h+K0Owm1hxJqD8XlcVFeX05RbRF7Svewo2gHlY2VhDvCOTf9XK4ffz0TkyZ2OeY+RpNQJ2gS6idJaE/JHq5+82p+MOOHPPt+BoNiwvhzzruUv/EGY1Z+hj1/HTxzBZz+QzhvgFbEdcWWF63Ll2KDS/8Ck68OWij5FXXc8swGthwp4ztnjeKH54/Fae/abd2ades48p3bsEVHM/Qffyd8on8ThMd42FK4hTez3+TdA+9S2VjJBcMv4I7pd5ARm+HXY/VCmoQ6QQsT+omndjxFuCOcqXEXsr+wmgszk6hYtozoC87HHmKDN78PCaPgzJ8GO9S+Zeq1cOtnkJwJr9wML98MtV1rONpdqTFhvPTtU1k8J50lH2dz1cOr2Jtf2aWxImbPZvjTT4HHw8FFiyl+7HGMH5u72sTG9JTp/Hrur3n/6vf5ztTvsDJ3JVctvYp/bf0XLk/3Ss9V/6FJqB/Iqcxh2YFlXD32albuqUYETi/eg6eykrgrr4SPfmf1h7v8QXCGdzygOlFCBtz0Dpz9S2taiIfnWXMvBUGow87vr5rMkutmcLSslkse/IzfvbWTsprOl3GHTZhAxuuvEX3WmRT88Y8cXLSYmgBcGYgKieK2abex7KplnJt+Lg9uepAb3r2BwxVd75Wn+g9NQv3A49sfxyY2bphwA+9sz2NmejzOZW/gSEsjIrnO6oww+5sw4vRgh9p32R1w5k/gmx9AaBQ8cyUs+0nQOi1cNDmN935wBldNH8oTnx9g/h9W8Lu3dnKgqHMdwh3x8Qx58EHS7vs9rvx8Dl3/Pxy+5RaqPvvMr2dGAInhifzpzD9x/xn3c7D8IIveXsTK3JV+PYbqe/SeUB+/J3So4hALX1/I1WOv5rrRP+DsP33Mz88Yyvwff42kb11Psudp65fmLZ9ASESww+0fGmu9U4c/Aolj4Kp/wpCZQQtnz7FK/v7RPt7dfgyXxzA+LYZzx6UwPT2OyUNiSYkJ82kcT20tJU8/Q8kzz+AuKsI5bBgxCy4k+oILCJs0ya+l17lVuXzvo++RVZbF92d8n5sm3tSfSrv7zRfpCZqE+ngS+vEnP+bTnE9ZdtUynl5Zwt8/2sfS+GwcTz5C5s8mYjv0EXzzQxg8Ldih9j/ZK6y+c5XHrGnRz/gx2J1BC6egoo7XN+fywc4C1h8qoakHanJ0KJmp0YxOiWJsajRjUqMYmxJNbETrsZqGBireX075q69SvXYtuFw4BqcRfc65RJ9zNhGzWpkYsQtqGmv49apf897B97hm7DX8/JSfYw9iKbwfaRLqBE1CfTgJrT+2npveu4lbp97KrVNuY/4fPmJUUgS//PcPSD0jirjIdXDeb+D0O4Mdav9VW2Zdltv2EgyeYZVyJ43pcLdAq653sTOvgm055ew4WsG+gkqyCqqoaXAf32ZsahTzRiWxYNIg5oxIwGY7+Xenu6yMyhUfU7l8OdWrVmHq6rBFRRE5/3Sizz6bqDPOwB4X1+U4jTE8sPEBHtv+GOeln8d9Z9xHqL3Pz+6rSagTNAn10STk8ri45q1rqGqo4o0r3mDt/ipueHwtvx9azdwX72L4eaVI5sVw7bP6UGpP2PEavPUDaKyzpsaY/c2gPuDaGo/HkFtWS1ZBFTvzKlizv5h1B0uoa/SQFhvG9acO5/pThrd5huSpraV69RqqVnxE5ccf4y4sAoeD6LPPJu6rVxN52mmIvWvf+Zmdz3D/uvuZlTqLB855gJiQmO581WDT/+E6QZNQH01Cj259lL9v+jt/O/tvnJt+Ljc9sZZtueX8Z+XvGDVrN/aUocgtKyAsNtihDhwVebD0u5C1HIbMgssesKaN6MVqGlws35nPyxty+GxfEREhdr41fyS3nDGSyFBHm/sZj4e67dupeMd6Fs1dUoJj0CDir/sa8Yu/hj2q810S3t7/Nr/8/JeMjB3JI+c9QnJEcne+WjBpEuoETUJ9MAntKdnDorcXcW76ufzpzD+xv7CKc/78Cd9OruKHObcRkhiK3PIhpIwPdqgDjzGw9SV4726r68LcO6zpIvpAUcjOoxU8tCKLt7flkRwdyj2XTeSSKR13ZjANDVSu+JiyF1+getVq7LGxxN/wdRKuvx57TOfOaFblruLOj+8kISyBR89/lPSY4HWp6AZNQp2gSaiPJaGaxhoWvb2IivoKXlv4GvFh8fz05S28sTmX5RU/YFh8PtzwBjLyzGCHOrDVlFhzNm16FuKGw4X3wrhL+8Sl0Q2HSrln6Q625ZZz0aRB/HbhJJKjfbtPU7t1K0VLHqFqxQpssbEk33478YsXIU7fCza2FW7jtg9vwy52lpy3hPGJfe4fU73/P3Ivos8J9SHGGP531f9yqOIQ959xP/Fh8RwpqeHVjblcI2tITzhG4+xfaALqDSISYOFDcOPb1gPCL14Pj19oNUft5WYOj+e12+bx0wWZfLirgPP/+gnLtuX5tG/4lCkMW/IwGa++QtiE8eT/v//H/iuupOqzz3w+/uTkyTx10VM47U6+8d43WHdsXVe/iuoDNAn1IQ9veZh3D77L96Z/jzlp1hQDf35vF3bTyG22ZyhtmE/IpT8JcpTqBCNOh1s/t+4PlR6Exy+A566FQ6utS3e9lMNu47azRrPs+6czPCGC2/6zkR//dwtVPs70GjZhAumPP87Qhx/CuBo58q1bOHLb7TTk5Ha8MzAydiTPXPQMKREp3Lr8Vj48/GF3vo7qxfRyXB+5HPfE9if4y4a/cMXoK/jtvN8iImzad4QrH9vK7fbX+Z/dn5D06GociYnBDlW1paEaVj8Ea5ZAbQkMnW3dM8q8CBy9tyy50e3hwQ/38dCKLIbGR/C3RdOYkR7v8/6ehgZKn36awoceBmNIuvXbJHzjG9h8eNaorK6M2z+6ne1F2/nhzB/y9Qlf7wsPtfb6AHsTTUJ9IAn9e9u/eWDjAywYsYDfz/89DpuDxqIDXPbACsoanTy99f9I/c6fib3s0mCHqnzRUA2bn4PV/7DOjsLiYMJCmHINDDvVahHUC607WMKdL2zmWEUd3ztnDLefPQpHJ7p4Nx49Sv59f6Dy/fcJGTGCQb/+FZHz5nW4X01jDb/8/JcsP7ScK0Zfwa9O/RUh9u4/LBtAmoQ6QZNQL05Cbo+bBzc9yOPbH+fijIu59/R7cdgcsHsZf3p+Gf+ov4h7d/2LszLHMuT++4Mdruostwv2r7Cq6Xa/DY3VEBINw+dal/EGz4CksRCV0msKGirqGvn169t5ffNRZg6P56/XTCM9sXOVf1Wffcax//s/Gg8dJvqiBaTedRfO1NR29/EYD0u2LOGRLY8wKXES9595P8Oih3XnqwRS7/iP1UdoEuqlSaikroSfffoz1uSt4atjv8ovTvkF9sZa+PC3rFi9hm80/pSLjq3jx+XbGPHcf7CFa3fsPq2hGva9Dwc+g4MroWjPl+tCY6xO3pHJEJFkFT04w8EeCo4Q60+7Exxh1ssZ1ux9OITHW/uGRvstmb2xOZdfvrYdA/zm8olcNWNIpy6TeerrKX7sMYr/+Shit5N0xx0k/M/1HVbRfXjoQ3616lcYY/j13F9zUcZF3fwmAaFJqBM0CfXCJLTi8Aru/eJeSutK+eWpv+TK0VfAnndg2U/YXubgWtdvSCsv4q97/su4Z5/COWhQsENW/lZVAPnboWgfFO2F0kNQUwQ1xVb5d2MtGHfH4zTnCLOSUXQaJI6GxFHeP0db8yV1su9dTmkNP3xxC2sPlnDJlDR+e/lEEqM6d2+r4cgR8v/vXqo++YTQMaNJ/tGPiDrzzHYTWm5VLj/79GdsKdzCOcPO4e5T7mZQZK/6f0CTUCdoEupFSehIxRHuX3c/H+d8zOi40dx7+r1MqCqDD38Hh1exMeY8biy+gfCqCh7Y819m/PNBQoYPD3bYKlg8bnDVg7seXA3eP+utBOWqB1et9b621Epq1YVQXQTlR6A4GyqPfjmWPRRSJ8Lg6Vaz28HTIXlch4nJ7TE88kk2f12+l3CnnTvOGc2Np40g1OF7+x5jDFUffUT+7++jMSeHsClTSL7jdiLnz28zGTV6Gnlm5zMs2bwEm9i4ZcotLB63mAhnr3goWJNQJ2gS6gVJaF/pPh7b/hjvHniXEHsId0y+ha8RjWPdY3DkCzyRg3hm0M/5fzsSiK8u4a9FHzPrb3/AmZoS7NBVX1ZfBSX7rTOtvM1wdDPkbYH6Cmu9IwzSplrTVAyZCUNmQHxGq5f0sgoq+X/LdvPR7gKGxofz3XNGc8X0IZ1LRo2NlL/xBkVLHqExN5fQ8eOJv/ZaYi69tM02QDmVOfxh7R/4OOdjEsISuHnSzVw15iqiQqK68APxG01CnaBJKEhJqLSulOWHlrM0eylbCrcQbwvle4mzuaTOTfi+961/vcZnsHXkt/nNhhQ21IUxo2AP/2+Ui7E//j620N5b0qv6MI8HSg/A0U3WK3eDlZxctdb68PhmScn7ikw6vvvKfUX8/p1d7DhaQXJ0KNfOGsZXZg4lI8n3XnKmoYGyN96g9Nn/UL9nD7aICGIuuYToC84nYs6cVv/uby7YzD82/4Mv8r4g3BHOxRkXs3D0QqYkTQnG9BCahDohoElIRBYADwB24N/GmPtarBfv+ouBGuBGY8zG9vYVkQTgRWAEcBC4xhhT6l13N3Az4Aa+Z4x5r734ejIJFdYUsqN4B1sLt7Iq93PK8rcxpqGe02xRnOmyM6jkMOJpBGckpSMuYXn1HP67P5x1xBPZWMvt9bu58dtXEDG5dzfEVP2Q2wWFu6yElLsBcjdCwU4w3plXY4Za95S8L5M4ls/LE3hsYwWf7C3EY2DcoGjOHJvMGWOTmTYsrt3mqE2MMdRt2ULpiy9R8e67mNpaJCKCyHlziZw9m7DJkwkbP/6Eopxthdv4797/8u7Bd6l11ZIQlsD8IfOZNWgW05KnMTxmeE88Z6RJqBMCloRExA7sBc4HcoB1wGJjzM5m21wMfBcrCZ0CPGCMOaW9fUXkfqDEGHOfiNwFxBtjfiYiE4DngTnAYOADYKwxbd+97WoSMsbQ6GmkzlVLQ2MN9fUV1NWVUVlbTGVNITW1xVRX5FJVcYT6yjzc1YVE1VeS5nIz2OVmuMtDhMdFhQlnvxlMjnM8h9wjyK5NYlt9PNkhCXhsdpLqyrkmvJQbrjiV1FOCN3OnUidpqLYu3eWstwooCndD4d4vz5gAbE7yIzNZylmsqBvNuqokGo0NwTA82jA+ycnw+FAGx4aRFhdOQnQkMVERxERFEx0ZTniI43jC8NTVUbN2LZUrVlD1ySe4jnrbCNlshGRkEDJsGM5hwwgZOgR7QgJ1MaF8wQE+q93OqpINVDRWAhDpjCQ9Op3hMcNJj0knNSKVhLAE4sPiiQ+NJ8IZQZg9jFBHKKH2UGzSpaYymoQ6IZBJaC5wjzHmQu/nuwGMMb9vts0/gY+NMc97P+8BzsI6y2l136ZtjDF5IpLm3T+z5fgi8p53jNVtxdjZJPTN97/JjoItvLs/C6cxhBqDryf6jY5QGsOTadxbiLvSQX25g6cjL2DJyCuPbxPlqiPTU8HUBCfnTRvGnHNPwRHu29TMSgWdx2MVPRTthbJDUJ4DZUesZVX5VFfXsLZ2MNtMBrs86ewyw8k1STTS9llRCI3cFPIRd0e8YTWBnX49AI35BdTt2E7d9u3U7d1LY04ujYcP46mpOTks4Ggi7BkqHEq1cyxRKByVQJ6nFE/T2VwbQu2hfGPSN7ht2m2d+UloEuqEQCahq4EFxphvej//D3CKMeaOZtu8BdxnjFnp/fwh8DOsJNTqviJSZoyJazZGqTEmXkT+AawxxjzrXf4Y8I4x5uUWcd0C3OL9mAnsoW1JQFFXfwZ+1ptiAY2nPb0pFuhd8fSmWCAw8RQZYxb4ecx+K5D9QVr710DLjNfWNr7s25XjYYx5FHi0g7GsAUXWG2Nm+bJtoPWmWEDjaU9vigV6Vzy9KRboffEMRIHsop0DNO+rMRQ46uM27e2b770Mh/fPgk4cTymlVC8SyCS0DhgjIhkiEgIsApa22GYp8HWxnAqUG2PyOth3KXCD9/0NwBvNli8SkVARyQDGAGsD9eWUUkp1X8AuxxljXCJyB/AeVpn148aYHSJyq3f9I8AyrMq4LKwS7Zva29c79H3ASyJyM3AY+Kp3nx0i8hKwE3ABt7dXGecjny7b9ZDeFAtoPO3pTbFA74qnN8UCvS+eAWdAP6yqlFIquHRmVaWUUkGjSUgppVTQaBJqQUS+KiI7RMQjIrNarLtbRLJEZI+IXNiDMS3wHjPL2yWiR4nI4yJSICLbmy1LEJHlIrLP+6fv8z13L5ZhIrJCRHZ5/zt9P8jxhInIWhHZ4o3nN8GMx3tsu4hs8j6HF+xYDorINhHZLCLrgxmPiMSJyMsistv792duMH82yqJJ6GTbgauAT5sv9LYFWgRMBBYAD3vbCwWU9xgPARcBE4DF3lh60pNY37m5u4APjTFjgA+9n3uCC/iRMWY8cCpwu/fnEax46oFzjDFTgWnAAm+lZ7DiAfg+sKvZ52DGAnC2MWZas+dxghXPA8C7xphxwFSsn1GwfzbKGKOvVl7Ax8CsZp/vBu5u9vk9YG4PxDEXeK+tOHrw5zEC2N7s8x4gzfs+DdgTpP9Ob2D1GAx6PEAEsBGrD2JQ4sF6Pu5D4BzgrWD/t8JqMpzUYlmPxwPEAAfwFmMFMxZ9nfjSMyHfDQGONPuc413WX4/bkVRjPdOF988en9xIREYA04EvghmP9/LXZqwHp5cbY4IZz9+An2K1TGsSzP9WBnhfRDZ4W2YFK56RQCHwhPdS5b9FJDJIsahmAtm2p9cSkQ+A1uYD/oUx5o1WlkPXWgn5Q7CO26uJSBTwCnCnMaZCAt+ev03Geh5tmojEAa+JSFDm2xCRS4ECY8wGETkrGDG04jRjzFERSQGWi8juIMXhAGYA3zXGfCEiD6CX3nqFAZmEjDHndWG3YLUF6q3tiPJFJM182c28oMM9/EREnFgJ6D/GmFeDHU8TY0yZiHyMdf8sGPGcBlwu1hQpYUCMiDwbpFgAMMYc9f5ZICKvYU21Eox4coAc71kqwMtYSSjof28GOr0c57tgtQXypf1RMLTVPimgxDrleQzYZYz5Sy+IJ9l7BoSIhAPnAbuDEY8x5m5jzFBjzAisvycfGWOuD0YsACISKSLRTe+BC7AKf4LxszkGHBGRTO+ic7G6qwTlZ6OaCfZNqd72Aq7E+ldTPZDPiUUBvwCysW5mXtSDMV2MNclfNtYlw57+mTwP5AGN3p/NzUAi1g3wfd4/E3ooltOxLkduBTZ7XxcHMZ4pwCZvPNuBX3uXByWeZnGdxZeFCcH62YwEtnhfO5r+7gYxnmnAeu9/q9eB+GD/d9KX0bY9SimlgkcvxymllAoaTUJKKaWCRpOQUkqpoNEkpJRSKmg0CSmllAoaTUJKKaWCRpOQ6ne8Lftv62CbESLyNR/GGtF8CotW1t8oIv9oY92qlmOIyFlNUywopTQJqf4pDmg3CWF1Be8wCXWHMWZeIMdXqj/QJKT6o/uAUd6J1P7ofW33Tq52bbNt5nu3+YH3bOUzEdnofXUmgQwTkXfFmnjwf5sWikiVP7+UUv3RgGxgqvq9u4BJxphpIvIV4FasScySgHUi8ql3mx8bYy4FEJEI4HxjTJ2IjMFqVTSr9eFPMgeYBNR4x3/bGLPev19Jqf5Jk5Dq704HnjfWdAv5IvIJMBuoaLGdE/iHiEwD3MDYThxjuTGmGEBEXvUeU5OQUj7QJKT6O18nGvoBVsPaqViXqes6cYyWDRi1IaNSPtJ7Qqo/qgSive8/Ba71zn6aDJyBNQVH820AYoE8Y4wH+B/A3onjnS8iCd6pHK4APu9m/EoNGHompPodY0yxiHzuLYt+B6t1/xasM5SfGmOOiUgx4BKRLcCTwMPAKyLyVWAFUN2JQ64EngFGA8/p/SClfKdTOSillAoavRynlFIqaPRynFI+EJELgT+0WHzAGHNlMOJRqr/Qy3FKKaWCRi/HKaWUChpNQkoppYJGk5BSSqmg0SSklFIqaP4/trB7pSfHCNEAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 418.875x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(tips, x = \"total_bill\", kind = 'kde', hue = \"day\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x1771a09a7f0>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 418.875x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(tips, x = \"total_bill\", hue = \"day\", multiple= 'dodge', bins = 5, shrink = 0.8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x1771ba77490>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 922.875x360 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(tips, x = \"total_bill\", hue = \"day\", col='day',\n",
    "           height=5, aspect=0.6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x1771bfd9a90>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 922.875x720 with 8 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(tips, x = \"total_bill\", hue = \"day\", col='day', row = \"time\",\n",
    "           height=5, aspect=0.6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}