Project-File.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "9a9d8cd8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        requirejs.config({\n",
       "            paths: {\n",
       "                'plotly': ['https://cdn.plot.ly/plotly-2.18.2.min']\n",
       "            }\n",
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import seaborn as sns\n",
    "import chart_studio.plotly as py\n",
    "import plotly.graph_objs as go\n",
    "from plotly.offline import plot\n",
    "\n",
    "# for offline plotting\n",
    "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n",
    "init_notebook_mode(connected=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "87ca5f35",
   "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>Date</th>\n",
       "      <th>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Adj Close</th>\n",
       "      <th>Volume</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2018-02-05</td>\n",
       "      <td>262.000000</td>\n",
       "      <td>267.899994</td>\n",
       "      <td>250.029999</td>\n",
       "      <td>254.259995</td>\n",
       "      <td>254.259995</td>\n",
       "      <td>11896100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2018-02-06</td>\n",
       "      <td>247.699997</td>\n",
       "      <td>266.700012</td>\n",
       "      <td>245.000000</td>\n",
       "      <td>265.720001</td>\n",
       "      <td>265.720001</td>\n",
       "      <td>12595800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2018-02-07</td>\n",
       "      <td>266.579987</td>\n",
       "      <td>272.450012</td>\n",
       "      <td>264.329987</td>\n",
       "      <td>264.559998</td>\n",
       "      <td>264.559998</td>\n",
       "      <td>8981500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2018-02-08</td>\n",
       "      <td>267.079987</td>\n",
       "      <td>267.619995</td>\n",
       "      <td>250.000000</td>\n",
       "      <td>250.100006</td>\n",
       "      <td>250.100006</td>\n",
       "      <td>9306700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2018-02-09</td>\n",
       "      <td>253.850006</td>\n",
       "      <td>255.800003</td>\n",
       "      <td>236.110001</td>\n",
       "      <td>249.470001</td>\n",
       "      <td>249.470001</td>\n",
       "      <td>16906900</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         Date        Open        High         Low       Close   Adj Close  \\\n",
       "0  2018-02-05  262.000000  267.899994  250.029999  254.259995  254.259995   \n",
       "1  2018-02-06  247.699997  266.700012  245.000000  265.720001  265.720001   \n",
       "2  2018-02-07  266.579987  272.450012  264.329987  264.559998  264.559998   \n",
       "3  2018-02-08  267.079987  267.619995  250.000000  250.100006  250.100006   \n",
       "4  2018-02-09  253.850006  255.800003  236.110001  249.470001  249.470001   \n",
       "\n",
       "     Volume  \n",
       "0  11896100  \n",
       "1  12595800  \n",
       "2   8981500  \n",
       "3   9306700  \n",
       "4  16906900  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stock = pd.read_csv(r'C:\\Users\\hp\\CORIZO MINI PROJECT\\Stock Price Detection\\Stock_Price_data_set.csv')\n",
    "stock.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "0643ceb8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 1009 entries, 0 to 1008\n",
      "Data columns (total 7 columns):\n",
      " #   Column     Non-Null Count  Dtype  \n",
      "---  ------     --------------  -----  \n",
      " 0   Date       1009 non-null   object \n",
      " 1   Open       1009 non-null   float64\n",
      " 2   High       1009 non-null   float64\n",
      " 3   Low        1009 non-null   float64\n",
      " 4   Close      1009 non-null   float64\n",
      " 5   Adj Close  1009 non-null   float64\n",
      " 6   Volume     1009 non-null   int64  \n",
      "dtypes: float64(5), int64(1), object(1)\n",
      "memory usage: 55.3+ KB\n"
     ]
    }
   ],
   "source": [
    "stock.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "714d6692",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0      2018-02-05\n",
       "1      2018-02-06\n",
       "2      2018-02-07\n",
       "3      2018-02-08\n",
       "4      2018-02-09\n",
       "          ...    \n",
       "1004   2022-01-31\n",
       "1005   2022-02-01\n",
       "1006   2022-02-02\n",
       "1007   2022-02-03\n",
       "1008   2022-02-04\n",
       "Name: Date, Length: 1009, dtype: datetime64[ns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Converting Date Column to datetime format using datetime libraary in pandas\n",
    "stock['Date'] = pd.to_datetime(stock['Date'])\n",
    "stock['Date']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "9155cac6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Dataframe contains stock prices between 2018-02-05 00:00:00 and 2022-02-04 00:00:00\n",
      "Total days = 1460 days\n"
     ]
    }
   ],
   "source": [
    "print(\"Dataframe contains stock prices between {0} and {1}\".format(stock.Date.min(), stock.Date.max()))\n",
    "print(\"Total days = {0} days\".format((stock.Date.max() - stock.Date.min()).days))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "fc56f66b",
   "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>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Adj Close</th>\n",
       "      <th>Volume</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>1009.000000</td>\n",
       "      <td>1009.000000</td>\n",
       "      <td>1009.000000</td>\n",
       "      <td>1009.000000</td>\n",
       "      <td>1009.000000</td>\n",
       "      <td>1.009000e+03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>419.059673</td>\n",
       "      <td>425.320703</td>\n",
       "      <td>412.374044</td>\n",
       "      <td>419.000733</td>\n",
       "      <td>419.000733</td>\n",
       "      <td>7.570685e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>108.537532</td>\n",
       "      <td>109.262960</td>\n",
       "      <td>107.555867</td>\n",
       "      <td>108.289999</td>\n",
       "      <td>108.289999</td>\n",
       "      <td>5.465535e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>233.919998</td>\n",
       "      <td>250.649994</td>\n",
       "      <td>231.229996</td>\n",
       "      <td>233.880005</td>\n",
       "      <td>233.880005</td>\n",
       "      <td>1.144000e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>331.489990</td>\n",
       "      <td>336.299988</td>\n",
       "      <td>326.000000</td>\n",
       "      <td>331.619995</td>\n",
       "      <td>331.619995</td>\n",
       "      <td>4.091900e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>377.769989</td>\n",
       "      <td>383.010010</td>\n",
       "      <td>370.880005</td>\n",
       "      <td>378.670013</td>\n",
       "      <td>378.670013</td>\n",
       "      <td>5.934500e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>509.130005</td>\n",
       "      <td>515.630005</td>\n",
       "      <td>502.529999</td>\n",
       "      <td>509.079987</td>\n",
       "      <td>509.079987</td>\n",
       "      <td>9.322400e+06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>692.349976</td>\n",
       "      <td>700.989990</td>\n",
       "      <td>686.090027</td>\n",
       "      <td>691.690002</td>\n",
       "      <td>691.690002</td>\n",
       "      <td>5.890430e+07</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              Open         High          Low        Close    Adj Close  \\\n",
       "count  1009.000000  1009.000000  1009.000000  1009.000000  1009.000000   \n",
       "mean    419.059673   425.320703   412.374044   419.000733   419.000733   \n",
       "std     108.537532   109.262960   107.555867   108.289999   108.289999   \n",
       "min     233.919998   250.649994   231.229996   233.880005   233.880005   \n",
       "25%     331.489990   336.299988   326.000000   331.619995   331.619995   \n",
       "50%     377.769989   383.010010   370.880005   378.670013   378.670013   \n",
       "75%     509.130005   515.630005   502.529999   509.079987   509.079987   \n",
       "max     692.349976   700.989990   686.090027   691.690002   691.690002   \n",
       "\n",
       "             Volume  \n",
       "count  1.009000e+03  \n",
       "mean   7.570685e+06  \n",
       "std    5.465535e+06  \n",
       "min    1.144000e+06  \n",
       "25%    4.091900e+06  \n",
       "50%    5.934500e+06  \n",
       "75%    9.322400e+06  \n",
       "max    5.890430e+07  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stock.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "52cb968f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhYAAAGsCAYAAACB/u5dAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAAAy20lEQVR4nO3de1xU5b7H8e8wCSIweFdQBBIxTbyUV5CS0syTtREtT9mJytqnnZlttXbYfm0vlXS2We6zs7uXU8eKE6Lt7GgXTygZ7m5HkzJvYWpqaikDKKjMc/7wMNtJTAYWMwx93q/XvHLWetZav1kxa77zrGfWshljjAAAACwQ5O8CAABA00GwAAAAliFYAAAAyxAsAACAZQgWAADAMgQLAABgGYIFAACwDMECAABYhmABAAAsQ7AAAACW8VuwWL9+va6//npFR0fLZrNp5cqVXi0/a9Ys2Wy2cx5hYWENUzAAALggvwWL8vJy9enTRwsXLqzT8tOnT9eBAwc8Hj179tSNN95ocaUAAKC2/BYsRo0apccee0xjxoypcX5lZaWmT5+uTp06KSwsTIMGDVJ+fr57fnh4uDp27Oh+/PDDD/r66681ceJEH70CAADwc412jMV9992nwsJCvfHGG/ryyy9144036tprr9WOHTtqbP/yyy8rMTFRqampPq4UAABUa5TBYs+ePVqyZInefPNNpaamqmvXrpo+fbqGDh2qJUuWnNO+oqJCy5Yto7cCAAA/u8jfBdRky5YtqqqqUmJiosf0yspKtWnT5pz2K1asUGlpqTIzM31VIgAAqEGjDBZlZWWy2+36/PPPZbfbPeaFh4ef0/7ll1/W6NGj1aFDB1+VCAAAatAog0W/fv1UVVWlQ4cOXXDMRHFxsT788EP97W9/81F1AADgfPwWLMrKyrRz50738+LiYm3atEmtW7dWYmKiJkyYoNtuu03z589Xv379dPjwYa1du1a9e/fWdddd515u8eLFioqK0qhRo/zxMgAAwFlsxhjjjw3n5+crLS3tnOmZmZlaunSpTp06pccee0yvvPKKvv/+e7Vt21aDBw/W7NmzlZSUJElyuVyKjY3Vbbfdpscff9zXLwEAAPyM34IFAABoehrlz00BAEBgIlgAAADL+Hzwpsvl0v79+xURESGbzebrzQMAgDowxqi0tFTR0dEKCjp/v4TPg8X+/fsVExPj680CAAAL7N27V507dz7vfJ8Hi4iICElnCnM4HL7ePAAAqAOn06mYmBj35/j5+DxYVJ/+cDgcBAsAAALMhYYxMHgTAABYhmABAAAsQ7AAAACW8TpYfP/997r11lvVpk0bhYaGKikpSZ999llD1AYAAAKMV4M3jx49qpSUFKWlpWn16tVq166dduzYoVatWjVUfQAAIIB4FSz+7d/+TTExMVqyZIl7Wnx8vOVFAQCAwOTVqZC//e1v6t+/v2688Ua1b99e/fr100svvfSLy1RWVsrpdHo8AABA0+RVsPj222/13HPPqVu3bnr33Xf1u9/9Tvfff7/+4z/+47zLZGdnKzIy0v3gqpsAADRdXt02PTg4WP3799fHH3/snnb//ffr008/VWFhYY3LVFZWqrKy0v28+spdJSUlXCALAPCrVlVVpYKCAh04cEBRUVFKTU2V3W73d1k1cjqdioyMvODnt1c9FlFRUerZs6fHtB49emjPnj3nXSYkJMR9lU2utgkAwBl5eXlKSEhQWlqabrnlFqWlpSkhIUF5eXn+Lq1evAoWKSkp2rZtm8e07du3KzY21tKiAABoyvLy8jRu3DglJSWpsLBQpaWlKiwsVFJSksaNGxfQ4cKrYPH73/9eGzdu1Ny5c7Vz50699tprevHFFzVp0qSGqg8AgCalqqpK06ZN0+jRo7V8+XJVVFTo7bffVkVFhZYvX67Ro0dr+vTpqqqq8nepdeJVsBgwYIBWrFih119/Xb169dKjjz6qBQsWaMKECQ1VHwAATUpBQYF2796t5ORkJSYmepwKSUxM1JAhQ1RcXKyCggJ/l1onXl95c/To0dqyZYsqKiq0detW3X333Q1RFwAATdKBAwckSVlZWTWeCpkxY4ZHu0Dj89umAwDwa9a+fXtJ0tChQ7Vy5UoFBZ35jj948GCtXLlSV1xxhTZs2OBuF2i4CRkAAI2IzWbzdwn1QrAAAMCHDh06JEnasGGD0tPTPU6FpKena8OGDR7tAg3BAgAAH4qKipIkzZ07V1u2bFFycrIcDoeSk5NVVFSkxx9/3KNdoGGMBQAAPpSamqq4uDh9/PHH2r59uzZs2OC+8mZKSorGjh2r+Ph4paam+rvUOqHHAgAAH7Lb7Zo/f75WrVqlsWPHKiQkRKNHj1ZISIjGjh2rVatW6cknn2y0l/a+EHosAADwsYyMDOXm5mratGlKTk52T4+Pj1dubq4yMjL8WF39eHUTMivU9iYmAAA0dU3xJmT0WAAA4Cd2u13Dhg3zdxmWYowFAACwDMECAABYhmABAAAsQ7AAAACWIVgAAADLECwAAIBlCBYAAMAyBAsAAGAZggUAALAMwQIAAFiGYAEAACxDsAAAAJYhWAAAAMsQLAAAgGUIFgAAwDIECwAAYBmCBQAAsAzBAgAAWIZgAQAALEOwAAAAliFYAAAAyxAsAACAZQgWAADAMgQLAABgGYIFAACwDMECAABYhmABAAAsQ7AAAACWIVgAAADLECwAAIBlCBYAAMAyBAsAAGAZggUAALAMwQIAAFiGYAEAACxDsAAAAJYhWAAAAMt4FSxmzZolm83m8bjkkksaqjYAABBgLvJ2gUsvvVQffPDBP1ZwkderAAAATZTXqeCiiy5Sx44dG6IWAAAQ4LweY7Fjxw5FR0fr4osv1oQJE7Rnz55fbF9ZWSmn0+nxAAAATZNXwWLQoEFaunSp1qxZo+eee07FxcVKTU1VaWnpeZfJzs5WZGSk+xETE1PvogEAQONkM8aYui587NgxxcbG6qmnntLEiRNrbFNZWanKykr3c6fTqZiYGJWUlMjhcNR10wAAwIecTqciIyMv+Pldr5GXLVu2VGJionbu3HneNiEhIQoJCanPZgAAQICo13UsysrKtGvXLkVFRVlVDwAACGBeBYvp06dr3bp12r17tz7++GONGTNGdrtdN998c0PVBwAAAohXp0L27dunm2++WT/++KPatWunoUOHauPGjWrXrl1D1QcAAAKIV8HijTfeaKg6AABAE8C9QgAAgGUIFgAAwDIECwAAYBmCBQAAsAzBAgAAWIZgAQAALEOwAAAAliFYAAAAyxAsAACAZQgWAADAMgQLAABgGYIFAACwDMECAABYhmABAAAsQ7AAAACWIVgAAADLECwAAIBlCBYAAMAyBAsAAGAZggUAALAMwQIAAFiGYAEAACxDsAAAAJYhWAAAAMsQLAAAgGUIFgAAwDIECwAAYBmCBQAAsAzBAgAAWIZgAQAALEOwAAAAliFYAAAAyxAsAACAZQgWAADAMgQLAABgGYIFAACwDMECAABYhmABAAAsQ7AAAACWIVgAAADLECwAAIBlCBYAAMAyBAsAAGAZggUAALAMwQIAAFiGYAEAACxTr2DxxBNPyGaz6YEHHrCoHAAAEMjqHCw+/fRTvfDCC+rdu7eV9QAAgABWp2BRVlamCRMm6KWXXlKrVq2srgkAAASoOgWLSZMm6brrrtPw4cMv2LayslJOp9PjAQAAmqaLvF3gjTfe0BdffKFPP/20Vu2zs7M1e/ZsrwsDAACBx6sei71792rKlClatmyZmjdvXqtlsrKyVFJS4n7s3bu3ToUCAIDGz2aMMbVtvHLlSo0ZM0Z2u909raqqSjabTUFBQaqsrPSYVxOn06nIyEiVlJTI4XDUvXIAAOAztf389upUyNVXX60tW7Z4TLvjjjt0ySWX6A9/+MMFQwUAAGjavAoWERER6tWrl8e0sLAwtWnT5pzpAADg18frwZsAAMAaVVVVKigo0IEDBxQVFaXU1NSA7/2vd7DIz8+3oAwAAH5d8vLyNG3aNO3evds9LS4uTvPnz1dGRob/Cqsn7hUCAICP5eXlady4cUpKSlJhYaFKS0tVWFiopKQkjRs3Tnl5ef4usc68+lWIFfhVCADg16yqqkoJCQlKSkrSypUrFRT0j+/4LpdL6enpKioq0o4dOxrVaZHafn7TYwEAgA8VFBRo9+7dmjFjhkeokKSgoCBlZWWpuLhYBQUFfqqwfggWAAD40IEDByTpvL+mrJ5e3S7QECwAAPChqKgoSVJRUVGN86unV7cLNAQLAAB8KDU1VXFxcZo7d65cLpfHPJfLpezsbMXHxys1NdVPFdYPwQIAAB+y2+2aP3++Vq1apfT0dI9fhaSnp2vVqlV68sknG9XATW9wgSwAAHwsIyNDubm5mjZtmpKTk93T4+PjlZubG9DXseDnpgAA+EkgXXmzQW5CBgAArGO32zVs2DB/l2EpxlgAAADLECwAAIBlCBYAAMAyBAsAAGAZggUAALAMwQIAAFiGYAEAACxDsAAAAJYhWAAAAMsQLAAAgGUIFgAAwDIECwAAYBmCBQAAsAx3NwUAwE8C6bbptUWPBQAAfpCXl6eEhASlpaXplltuUVpamhISEpSXl+fv0uqFYAEAgI/l5eVp3LhxSkpKUmFhoUpLS1VYWKikpCSNGzcuoMOFzRhjfLlBp9OpyMhIlZSUyOFw+HLTAAD4XVVVlRISEpSUlKSVK1cqKOgf3/FdLpfS09NVVFSkHTt2NKrTIrX9/KbHAgAAHyooKNDu3bs1Y8YMj1AhSUFBQcrKylJxcbEKCgr8VGH9ECwAAPChAwcOSJJ69epV4/zq6dXtAg3BAgAAH4qKipIkFRUV1Ti/enp1u0DDGAsAAHzo7DEW//Vf/6Xnn39eu3btUteuXXXPPffopptuCugxFlzHAgAAH7Lb7Zo/f77Gjh2rFi1a6Ozv91OnTpUxRsuXL29UocIbnAoBAMDHNm7cWON0m832i/MDAadCAADwoZMnTyosLExhYWFq2bKlvvvuO/e82NhYHTt2TOXl5SovL1dwcLAfK/XEz00BAGiEnn32WZ0+fVpOp1O9e/f2uEBW79695XQ6dfr0aT377LP+LrVOCBYAAPjQjh07JEkjRozQypUrNXjwYIWHh2vw4MFauXKlhg8f7tEu0BAsAADwoepxFJdddlmNF8jq16+fR7tAQ7AAAMCHBg0aJElatGiRTp8+7THv9OnTWrJkiUe7QMPPTQEA8KGYmBhJ0uHDh9W5c2dNmDBBF198sb799lstW7ZMhw8f9mgXaPhVCAAAPlR9gayKigodPHjwnPkdO3ZUaGgoF8gCAAAXZrfbdeONN2revHlq3769hg0bphYtWuj48ePKz8/XwYMH9eCDDzaqUOENeiwAAPCh6h6Ltm3b6siRI9q9e7d7Xnx8vNq0aaMff/yRHgsAAHBh1bdNf/311zVgwAAVFBTowIEDioqKUmpqqj755BMlJyeroKBAw4YN83e5XiNYAADgQ2ffNt1ut58THrhtOgAAqLWmftt0ggUAAD6UmpqquLg4zZ07Vy6Xy2Oey+VSdna24uPjlZqa6qcK68erYPHcc8+pd+/ecjgccjgcGjJkiFavXt1QtQEA0ORU3zZ91apVSk9P97hXSHp6ulatWqUnn3yyUQ3c9IZXwaJz58564okn9Pnnn+uzzz7TVVddpd/85jf66quvGqo+AACanIyMDOXm5mrLli1KTk6Ww+FQcnKyioqKlJubq4yMDH+XWGf1/rlp69atNW/ePE2cOLFW7fm5KQAAZ1RVVZ3zq5DG2lPR4D83raqq0ptvvqny8nINGTLkvO0qKytVWVnpURgAAFCNvwoJdF4P3tyyZYvCw8MVEhKie+65RytWrFDPnj3P2z47O1uRkZHuR6Be+xwAAFyY16dCTp48qT179qikpES5ubl6+eWXtW7duvOGi5p6LGJiYjgVAgBAAKntqZB6j7EYPny4unbtqhdeeMHSwgAAQONR28/vel/HwuVyefRIAACAXy+vBm9mZWVp1KhR6tKli0pLS/Xaa68pPz9f7777bkPVBwAAAohXweLQoUO67bbbdODAAUVGRqp379569913NWLEiIaqDwAABBCvgsWiRYsaqg4AANAEcK8QAABgGYIFAACwDMECAABYhmABAAAsQ7AAAACWIVgAAADLECwAAIBlCBYAAMAyXl0gCwAAWKeqqkoFBQU6cOCAoqKilJqaKrvd7u+y6oUeCwAA/CAvL08JCQlKS0vTLbfcorS0NCUkJCgvL8/fpdULwQIAAB/Ly8vTuHHjlJSUpMLCQpWWlqqwsFBJSUkaN25cQIcLmzHG+HKDtb2fOwAATVFVVZUSEhKUlJSklStXKijoH9/xXS6X0tPTVVRUpB07djSq0yK1/fymxwIAAB8qKCjQ7t27NWPGDI9QIUlBQUHKyspScXGxCgoK/FRh/RAsAADwoQMHDkiSevXqVeP86unV7QINwQIAAB+KioqSJBUVFdU4v3p6dbtAQ7AAAMCHUlNTFRcXp7lz58rlcnnMc7lcys7OVnx8vFJTU/1UYf0QLAAA8CG73a758+dr1apVSk9P9/hVSHp6ulatWqUnn3yyUQ3c9AYXyAIAwMcyMjKUm5urqVOnKjk52T09Li5Oubm5ysjI8GN19UOPBQAAfmKz2fxdguUIFgAA+BgXyLIQF8gCAPyanX2BrOXLl2vDhg3ue4WkpKRo7NixXCALAADUTvUFspKTk9WtWzePe4V069ZNQ4YMCegLZDF4EwAAH6q+8FVWVpZCQ0M95h06dEgzZszwaBdo6LEAAMCH2rdv7/731Vdf7THG4uqrr66xXSAhWAAA4ENVVVWSpNatWysnJ0cbN25UVlaWNm7cqJycHLVu3dqjXaDhVAgAAD5UPXbip59+Unh4uM7+DcXUqVPdzwsKCnTNNdf4pcb6oMcCAAA/+fl1LJrCdS0IFgAA+NDQoUMlnbm0d6dOnTzmderUyf0T0+p2gYZgAQCAD3311VeSzoyh2Ldvn8e8ffv2ucdWVLcLNAQLAAB8aNeuXe5//9KpkLPbBRKCBQAAPlQ9OLNFixY13ja9RYsWHu0CDb8KAQDAh1q2bClJOn78uNq2batevXrJGCObzaaioiIdOXLEo12gIVgAAOBDZ/dEHDlyRPn5+RdsF0g4FQIAgA8dO3bM0naNDT0WAAD40Nk9EaNGjVJiYqJOnDih0NBQbd++XatXrz6nXSAhWAAA4EM//PCD+9/5+fnuICHJPXDz5+0CCadCAADwoaioKElSaGioKioqPOZV91yc3S7Q0GMBAIAPJSYmSjoTIn7OGOOeXt0u0NiMj0/iOJ1ORUZGqqSkRA6Hw5ebBgDA706cOOFxyuN8jh8/7u69aAxq+/nNqRAAAHzo7J+XNmvWTAkJCUpMTFRCQoKaNWtWY7tAQrAAAMCHnnrqKUlScHCwTp06pZ07d2r79u3auXOnTp06peDgYI92gYYxFgAA+NCePXskSSdPnlT79u01bNgwhYWFqby8XPn5+Tp06JBHu0BDsAAAwIc6deqk7du3KygoSHv37nX3UEhnwkZoaKhcLtc5t1QPFAQLAAB8KCEhQR9++KFcLpduuOEGhYWF6dixY2rZsqXKy8vdNyZLSEjwc6V1Q7AAAMCHzh6g+e6779aqXSBh8CYAAD7UrVs3S9s1Nl4Fi+zsbA0YMEARERFq37690tPTtW3btoaqDQCAJueOO+6wtF1j41WwWLdunSZNmqSNGzfq/fff16lTp3TNNdeovLy8oeoDAKBJefjhh93/ttlsGjFihObOnasRI0bIZrPV2C6Q1OvKm4cPH1b79u21bt06XXHFFbVahitvAgB+zS6//HJ98cUXCg4O1unTp92DNSXJbrfLbrfr5MmTuuyyy/T555/7sVJPPrnyZklJiSSpdevW521TWVkpp9Pp8QAA4NeqtLRU0pmbjP38u73L5VLHjh092gWaOgcLl8ulBx54QCkpKerVq9d522VnZysyMtL9iImJqesmAQAIeN27d5ckfffddzXOr74wVnW7QFPnYDFp0iQVFRXpjTfe+MV2WVlZKikpcT/27t1b100CABDwhg4d6v73z3sszn5+drtAUqfrWNx3331atWqV1q9fr86dO/9i25CQEIWEhNSpOAAAEFi8ChbGGE2ePFkrVqxQfn6+4uPjG6ouAACapMLCQkvbNTZeBYtJkybptdde01tvvaWIiAgdPHhQkhQZGdmo7hkPAEBjVdtBmb+KwZvPPfecSkpKNGzYMEVFRbkfOTk5DVUfAABNyk8//WRpu8bG61MhAACg7srKyixt19hwrxAAAHyotl/SA/XLPMECAAAfqu1dS7m7KQAAuKCmPsaCYAEAgA+dOHHC0naNDcECAAAfOvsOpla0a2wIFgAA+FDLli0tbdfYECwAAPChQYMGWdqusSFYAADgQ/RYAAAAyxw6dMjSdo1Nne5uCgAAftmJk1Xadfjcq2dW2X/pjt82Scbdruj7khpbdW0XrtBguwVVWo9gAQBAA9h1uEyj//rROdOP23tJ+i/ZmjWXQsJlyo6459ki2koVpTKnKvR3e68al5ekVZOHqlenyIYqvV5sxsfXDHU6nYqMjFRJSYkcDocvNw0AgM+ct8eiqkpDL41TWVmpWrdtp6HXjlHBwSCldnTpozUr9NORwwqPcOijomLZ7TX3Svijx6K2n98ECwAAfCwvL09jx46VzWbzuCdI9fPly5crIyPDjxWeq7af3wzeBADAxzIyMrR8+XJ16dLFY3psbGyjDBXeoMcCAAA/qaqq0it5q/XQq+v153+5QrdljDrv6Q9/q+3nN4M3AQDwE7vdrgHJqQr73KYByUMbbajwBqdCAACAZQgWAADAMgQLAABgGYIFAACwDMECAABYhmABAAAsQ7AAAACWIVgAAADLECwAAIBlCBYAAMAyBAsAAGAZggUAALAMwQIAAFiGYAEAACxDsAAAAJYhWAAAAMsQLAAAgGUIFgAAwDIECwAAYBmCBQAAsAzBAgAAWIZgAQAALEOwAAAAliFYAAAAyxAsAACAZQgWAADAMgQLAABgGYIFAACwDMECAABYhmABAAAs43WwWL9+va6//npFR0fLZrNp5cqVDVAWAAAIRF4Hi/LycvXp00cLFy5siHoAAEAAu8jbBUaNGqVRo0Y1RC0AACDAeR0svFVZWanKykr3c6fT2dCbBAAAftLggzezs7MVGRnpfsTExDT0JgEAgJ80eLDIyspSSUmJ+7F3796G3iQAAPCTBj8VEhISopCQkIbeDAAAaAQaPFgAANDUFB8pV3nlaUvWtfNQmcd/rRIWcpHi24ZZus7a8DpYlJWVaefOne7nxcXF2rRpk1q3bq0uXbpYWhwAAI1N8ZFypT2Zb/l6H8jZZPk6P5w+zOfhwutg8dlnnyktLc39fOrUqZKkzMxMLV261LLCAABojKp7KhaM76uE9uH1Xl/FqSrtO3pCnVuFqnkze73XJ53p/XggZ5NlvSre8DpYDBs2TMaYhqgFAICAkdA+XL06RVqyrv5xlqymUeBeIQAAwDIECwAAYBmCBQAAsAzBAgAAWIZgAQAALEOwAAAAliFYAAAAyxAsAACAZQgWAADAMgQLAABgGYIFAACwDMECAABYhmABAAAsQ7AAAACWIVgAAADLECwAAIBlLvJ3AQAABJLKqgoFNf9exc5tCmoe7u9yalTsLFNQ8+9VWVUhKdKn2yZYAADghf3l3yks/q+a8Ym/K/llYfHS/vK+ulwdfLpdggUAAF6IDotVefFk/WV8X3Vt3zh7LHYdKtOUnE2KTov1+bYJFgAAeCHE3lyuik6Kd3RXzza+Pc1QW66KErkqDivE3tzn22bwJgAAsAzBAgAAWIZgAQAALEOwAAAAliFYAAAAyxAsAACAZfi5KQAAXjhxqkqSVPR9iSXrqzhVpX1HT6hzq1A1b2a3ZJ07D5VZsp66IFgAAOCFXf//of1w3hY/V3JhYSG+/5gnWAAA4IVrLu0oSeraPlyhFvQw7DxUpgdyNmnB+L5KsPBKnmEhFym+bZhl66stggUAAF5oHRasfx7YxfL1JrQPV69OjfNKnt5g8CYAALAMwQIAAFiGYAEAACxDsAAAAJYhWAAAAMsQLAAAgGUIFgAAwDIECwAAYBmCBQAAsAzBAgAAWIZgAQAALEOwAAAAliFYAAAAy3B3UwAAGsCJk1Xadbjsgu12Hirz+G9tdG0XrtDg+t+yvSEQLAAAaAC7Dpdp9F8/qnX7B3I21brtqslDG+0t1gkWAAA0gK7twrVq8tALtqs4VaV9R0+oc6tQNW9Wu16Iru3C61teg6lTsFi4cKHmzZungwcPqk+fPvrrX/+qgQMHWl0bAAABKzTYXutehf5xDVuLL3k9eDMnJ0dTp07VzJkz9cUXX6hPnz4aOXKkDh061BD1AQCAAOJ1sHjqqad0991364477lDPnj31/PPPq0WLFlq8eHFD1AcAAAKIV6dCTp48qc8//1xZWVnuaUFBQRo+fLgKCwtrXKayslKVlZXu506ns46l1mx/SYlyNn1eq7YnTlZpz0/llm5fkrq0DqvV6NyOkc2V3qufQi8KtbwGK9R2XzbUfpRqty8b+36U2JdW4f1tHf4m4SteBYsjR46oqqpKHTp08JjeoUMHffPNNzUuk52drdmzZ9e9wgvI2fS5Fu+e0mDrr40N+2vftnXYUo3sdnnDFVMPgbQvG/N+lNiXVgmk/SixLy+kKfxN4sIa/FchWVlZmjp1qvu50+lUTEyMZesf3/dySX+pVdvG8I3mivielm/fKrXdl43hG01j3o8S+9IqvL+tw98kfMVmjDG1bXzy5Em1aNFCubm5Sk9Pd0/PzMzUsWPH9NZbb11wHU6nU5GRkSopKZHD4ahT0QAAwLdq+/nt1eDN4OBgXX755Vq7dq17msvl0tq1azVkyJC6VwsAAJoEr0+FTJ06VZmZmerfv78GDhyoBQsWqLy8XHfccUdD1AcAAAKI18Fi/PjxOnz4sP70pz/p4MGD6tu3r9asWXPOgE4AAPDr49UYCyswxgIAgMDTIGMsAAAAfgnBAgAAWIZgAQAALEOwAAAAliFYAAAAyxAsAACAZQgWAADAMgQLAABgGYIFAACwTIPfNv3nqi/06XQ6fb1pAABQR9Wf2xe6YLfPg0VpaakkKSYmxtebBgAA9VRaWqrIyMjzzvf5vUJcLpf279+viIgI2Ww2X2661pxOp2JiYrR3717uZ1JP7EtrsB+tw760DvvSGoGyH40xKi0tVXR0tIKCzj+Swuc9FkFBQercubOvN1snDoejUf9PDiTsS2uwH63DvrQO+9IagbAff6mnohqDNwEAgGUIFgAAwDIEixqEhIRo5syZCgkJ8XcpAY99aQ32o3XYl9ZhX1qjqe1Hnw/eBAAATRc9FgAAwDIECwAAYBmCBQAAsAzBApZZunSpWrZs6dUyt99+u9LT0xukHvx62Ww2rVy50t9lNGqzZs1S3759z/vcqvXijLi4OC1YsMDfZfhEkw0We/fu1Z133qno6GgFBwcrNjZWU6ZM0Y8//ujv0gLS+QJAfn6+bDabjh07pvHjx2v79u2+Ly5AEarq7uDBg5o8ebIuvvhihYSEKCYmRtdff73Wrl3r79L8prCwUHa7Xdddd12dlp8+fXqt9t/y5cs1bNgwRUZGKjw8XL1799acOXP0008/1Wm7geD666/XtddeW+O8goIC2Ww2ffnllz6uqvFqksHi22+/Vf/+/bVjxw69/vrr2rlzp55//nmtXbtWQ4YMadJvAH8KDQ1V+/bt/V0Gmrjdu3fr8ssv1//8z/9o3rx52rJli9asWaO0tDRNmjTJ3+X5zaJFizR58mStX79e+/fv93r58PBwtWnT5hfbPPLIIxo/frwGDBig1atXq6ioSPPnz9fmzZv16quv1rX0Rm/ixIl6//33tW/fvnPmLVmyRP3791fv3r39UFnj1CSDxaRJkxQcHKz33ntPV155pbp06aJRo0bpgw8+0Pfff69HHnlE0pmuqUcffVQ333yzwsLC1KlTJy1cuNBjXceOHdNdd92ldu3ayeFw6KqrrtLmzZvd86u7/V599VXFxcUpMjJS//zP/+y+2dqvSU2nQh577DG1b99eERERuuuuu/Twww/X2E365JNPKioqSm3atNGkSZN06tQp3xTdSK1bt04DBw5USEiIoqKi9PDDD+v06dOSpFWrVqlly5aqqqqSJG3atEk2m00PP/ywe/m77rpLt956q19qb2j33nuvbDabPvnkE40dO1aJiYm69NJLNXXqVG3cuLHGZbZs2aKrrrpKoaGhatOmjX7729+qrKzMPT8/P18DBw5UWFiYWrZsqZSUFH333Xfu+W+99ZYuu+wyNW/eXBdffLFmz57t/v/RGJSVlSknJ0e/+93vdN1112np0qXntHniiSfUoUMHRUREaOLEiaqoqPCYf6FTGJ988onmzp2r+fPna968eUpOTlZcXJxGjBih5cuXKzMzs8blXC6X5syZo86dOyskJER9+/bVmjVr3PNPnjyp++67T1FRUWrevLliY2OVnZ3tnn+hY7AvjB49Wu3atTtnv5aVlenNN9/UxIkTtXz5cl166aUKCQlRXFyc5s+ff9717d69WzabTZs2bXJPO3bsmGw2m/Lz8yX9ozf43XffVb9+/RQaGqqrrrpKhw4d0urVq9WjRw85HA7dcsstOn78uHs9LpdL2dnZio+PV2hoqPr06aPc3Fwrd8eFmSbmxx9/NDabzcydO7fG+Xfffbdp1aqVcblcJjY21kRERJjs7Gyzbds28+///u/Gbreb9957z91++PDh5vrrrzeffvqp2b59u5k2bZpp06aN+fHHH40xxsycOdOEh4ebjIwMs2XLFrN+/XrTsWNHM2PGDJ+8Xl/JzMw0v/nNb86Z/uGHHxpJ5ujRo2bJkiUmMjLSPe8///M/TfPmzc3ixYvNtm3bzOzZs43D4TB9+vTxWK/D4TD33HOP2bp1q3n77bdNixYtzIsvvtjwL8rPzrdP9+3bZ1q0aGHuvfdes3XrVrNixQrTtm1bM3PmTGOMMceOHTNBQUHm008/NcYYs2DBAtO2bVszaNAg9zoSEhLMSy+95IuX4VMXen9Xk2RWrFhhjDGmrKzMREVFud+ja9euNfHx8SYzM9MYY8ypU6dMZGSkmT59utm5c6f5+uuvzdKlS813331njDFm/fr1xuFwmKVLl5pdu3aZ9957z8TFxZlZs2Y15Ev1yqJFi0z//v2NMca8/fbbpmvXrsblcrnn5+TkmJCQEPPyyy+bb775xjzyyCMmIiLC4704c+ZMj+c/d//995vw8HBz8uTJX6zl5+t56qmnjMPhMK+//rr55ptvzEMPPWSaNWtmtm/fbowxZt68eSYmJsasX7/e7N692xQUFJjXXnvNvfyFjsG+8uCDD56zXxcvXmxCQ0NNfn6+CQoKMnPmzDHbtm0zS5YsMaGhoWbJkiXutrGxsebpp582xhhTXFxsJJn//d//dc8/evSokWQ+/PBDY8w/jq2DBw82H330kfniiy9MQkKCufLKK80111xjvvjiC7N+/XrTpk0b88QTT7jX89hjj5lLLrnErFmzxuzatcssWbLEhISEmPz8/IbcPR6aXLDYuHGjx0Hl55566ikjyfzwww8mNjbWXHvttR7zx48fb0aNGmWMMaagoMA4HA5TUVHh0aZr167mhRdeMMaceRO1aNHCOJ1O9/wHH3zQ4yDfFGRmZhq73W7CwsI8Hs2bNz9vsBg0aJCZNGmSx3pSUlLOCRaxsbHm9OnT7mk33nijGT9+fEO/JL87X7CYMWOG6d69u8cBbOHChSY8PNxUVVUZY4y57LLLzLx584wxxqSnp5vHH3/cBAcHm9LSUrNv3z4jyX3gbkr+/ve/G0kmLy/vF9udfQx48cUXTatWrUxZWZl7/jvvvGOCgoLMwYMHzY8//mgknffAe/XVV58TZF599VUTFRVVvxdjoeTkZLNgwQJjzJmg1LZtW/cHlDHGDBkyxNx7770eywwaNMirYDFq1CjTu3fvC9by8/VER0ebxx9/3KPNgAED3PVMnjzZXHXVVR5/79Vqcwz2la1bt3p88BtjTGpqqrn11lvNLbfcYkaMGOHR/sEHHzQ9e/Z0P69rsPjggw/cbbKzs40ks2vXLve0f/3XfzUjR440xhhTUVFhWrRoYT7++GOPWiZOnGhuvvnm+rx8rzTJUyHSmdu71saQIUPOeb5161ZJ0ubNm1VWVqY2bdooPDzc/SguLtauXbvcy8TFxSkiIsL9PCoqSocOHbLgVTQuaWlp2rRpk8fj5ZdfPm/7bdu2aeDAgR7Tfv5cki699FLZ7Xb386a6/2pr69atGjJkiGw2m3taSkqKysrK3Od4r7zySuXn58sYo4KCAmVkZKhHjx766KOPtG7dOkVHR6tbt27+egkNprbv67Nt3bpVffr0UVhYmHtaSkqKXC6Xtm3bptatW+v222/XyJEjdf311+svf/mLDhw44G67efNmzZkzx+MYcPfdd+vAgQMeXdD+sm3bNn3yySe6+eabJUkXXXSRxo8fr0WLFrnbbN26VYMGDfJY7ufHvgupy753Op3av3+/UlJSPKanpKS4j7O33367Nm3apO7du+v+++/Xe++9525X22OwL1xyySVKTk7W4sWLJUk7d+5UQUGBJk6cqK1bt9b4Gnfs2OE+ZVlXZ4/d6NChg1q0aKGLL77YY1r18XLnzp06fvy4RowY4bG/XnnlFZ/uL5/fNr2hJSQkyGazaevWrRozZsw587du3apWrVqpXbt2F1xXWVmZoqKi3Oe8znb2WIJmzZp5zLPZbHK5XF7X3tiFhYUpISHBY1pNg5m89WvZf1YaNmyYFi9erM2bN6tZs2a65JJLNGzYMOXn5+vo0aO68sor/V1ig+jWrZtsNpu++eYbS9e7ZMkS3X///VqzZo1ycnL0xz/+Ue+//74GDx6ssrIyzZ49WxkZGecs17x5c0vrqItFixbp9OnTio6Odk8zxigkJETPPPNMrW5zXRuJiYn66KOPdOrUqXPes/Vx2WWXqbi4WKtXr9YHH3ygm266ScOHD1dubm6tj8G+MnHiRE2ePFkLFy7UkiVL1LVr1zq914KCznynPzusnW9c2dn72maz/eLxsnrc0DvvvKNOnTp5tPPlfUiaXI9FmzZtNGLECD377LM6ceKEx7yDBw9q2bJlGj9+vPvb4M8He23cuFE9evSQdOYP/uDBg7rooouUkJDg8Wjbtq1vXlAA6969uz799FOPaT9/jnP16NFDhYWFHgedDRs2KCIiQp07d5YkpaamqrS0VE8//bT7wFYdLPLz8zVs2DB/lN7gWrdurZEjR2rhwoUqLy8/Z/6xY8fOmdajRw9t3rzZo/2GDRsUFBSk7t27u6f169dPWVlZ+vjjj9WrVy+99tprks4cB7Zt23bOMSAhIcH9AeEvp0+f1iuvvKL58+d79CRu3rxZ0dHRev311yWd2Qd///vfPZY930DX87nllltUVlamZ599tsb5Ne17h8Oh6OhobdiwwWP6hg0b1LNnT49248eP10svvaScnBwtX75cP/30U6M7Bt90000KCgrSa6+9pldeeUV33nmnbDabevToUeNrTExM9OiNrVb9xfbsnrGzB3LWVc+ePRUSEqI9e/acs79iYmLqvf7aanI9FpL0zDPPKDk5WSNHjtRjjz2m+Ph4ffXVV3rwwQfVqVMnPf744+62GzZs0J///Gelp6fr/fff15tvvql33nlHkjR8+HANGTJE6enp+vOf/6zExETt379f77zzjsaMGaP+/fv76yUGhMmTJ+vuu+9W//79lZycrJycHH355Zce3Xi/diUlJeccUH77299qwYIFmjx5su677z5t27ZNM2fO1NSpU90fZK1atVLv3r21bNkyPfPMM5KkK664QjfddJNOnTrVZHssJGnhwoVKSUnRwIEDNWfOHPXu3VunT5/W+++/r+eee87dxV5twoQJmjlzpjIzMzVr1iwdPnxYkydP1r/8y7+oQ4cOKi4u1osvvqgbbrhB0dHR2rZtm3bs2KHbbrtNkvSnP/1Jo0ePVpcuXTRu3DgFBQVp8+bNKioq0mOPPeaPXeC2atUqHT16VBMnTjynZ2Ls2LFatGiR7rnnHk2ZMkW33367+vfvr5SUFC1btkxfffWVV+/FQYMG6aGHHtK0adP0/fffa8yYMYqOjnb/nH/o0KGaMmXKOcs9+OCDmjlzprp27aq+fftqyZIl2rRpk5YtWyZJeuqppxQVFaV+/fopKChIb775pjp27KiWLVs2umNweHi4xo8fr6ysLDmdTt1+++2SpGnTpmnAgAF69NFHNX78eBUWFuqZZ545bwgLDQ3V4MGD9cQTTyg+Pl6HDh3SH//4x3rXFxERoenTp+v3v/+9XC6Xhg4dqpKSEm3YsEEOh+O8v9yxnM9Gc/jY7t27TWZmpunQoYNp1qyZiYmJMZMnTzZHjhxxt4mNjTWzZ882N954o2nRooXp2LGj+ctf/uKxHqfTaSZPnmyio6Pd65kwYYLZs2ePMabmAU9PP/20iY2NbeiX6FN1+VWIMcbMmTPHtG3b1oSHh5s777zT3H///Wbw4MG/uN4pU6aYK6+80voX0chkZmYaSec8Jk6caPLz882AAQNMcHCw6dixo/nDH/5gTp065bH8lClTjCSzdetW97Q+ffqYjh07+vql+Nz+/fvNpEmTTGxsrAkODjadOnUyN9xwg3vgm342gPvLL780aWlppnnz5qZ169bm7rvvNqWlpcYYYw4ePGjS09NNVFSUCQ4ONrGxseZPf/qTe6CsMcasWbPGJCcnm9DQUONwOMzAgQMbxS+XRo8ebf7pn/6pxnnVA103b95sjDHm8ccfd78XMzMzzUMPPeTV4M1qOTk55oorrjAREREmLCzM9O7d28yZM8ccPXq0xvVUVVWZWbNmmU6dOplmzZqZPn36mNWrV7vnv/jii6Zv374mLCzMOBwOc/XVV5svvvjCPf9Cx2Bf+/jjj42kc/Z7bm6u6dmzp2nWrJnp0qWLe3B1tbMHbxpjzNdff22GDBliQkNDTd++fc17771X4+DN6v1qjKnxGPvz/e1yucyCBQtM9+7dTbNmzUy7du3MyJEjzbp166x4+bXyq75telxcnB544AE98MAD/i7lV2PEiBHq2LFjk76YDhCIsrKyVFBQoI8++sjfpSDANclTIWgcjh8/rueff14jR46U3W7X66+/rg8++EDvv/++v0sD8P+MMfr222+1du1a9evXz9/loAlocoM30XjYbDb993//t6644gpdfvnlevvtt7V8+XINHz7c36UB+H8lJSXq2bOngoODNWPGDH+XgybgV30qBAAAWIseCwAAYBmCBQAAsAzBAgAAWIZgAQAALEOwAAAAliFYAAAAyxAsAACAZQgWAADAMgQLAABgmf8D84F9Ey7W/eMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "stock[['Open', 'High', 'Low', 'Close', 'Adj Close', 'Volume']].plot(kind='box')\n",
    "# stock['Volume'].plot(kind='box')\n",
    "# sns.boxplot(data=stock)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8eb22194",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Setting the layout for the plot\n",
    "\n",
    "layout = go.Layout(\n",
    "         title = 'Stock Prices of given stock',\n",
    "         xaxis = dict(\n",
    "                 title = 'Date',\n",
    "                 titlefont = dict(\n",
    "                             family = 'Courier New, monospace',\n",
    "                             size = 18,\n",
    "                             color = '#7f7f7f')\n",
    "                     ),\n",
    "         yaxis = dict(\n",
    "                 title = 'Price',\n",
    "                 titlefont = dict(\n",
    "                             family = 'Courier New, monospace',\n",
    "                             size = 18,\n",
    "                             color = '#7f7f7f')\n",
    "                     )\n",
    "                 )\n",
    "stock_data = [{'x': stock['Date'], 'y':stock['Close']}]\n",
    "plot = go.Figure(data=stock_data, layout=layout)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "1b0fd917",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": false
       },
       "data": [
        {
         "type": "scatter",
         "x": [
          "2018-02-05T00:00:00",
          "2018-02-06T00:00:00",
          "2018-02-07T00:00:00",
          "2018-02-08T00:00:00",
          "2018-02-09T00:00:00",
          "2018-02-12T00:00:00",
          "2018-02-13T00:00:00",
          "2018-02-14T00:00:00",
          "2018-02-15T00:00:00",
          "2018-02-16T00:00:00",
          "2018-02-20T00:00:00",
          "2018-02-21T00:00:00",
          "2018-02-22T00:00:00",
          "2018-02-23T00:00:00",
          "2018-02-26T00:00:00",
          "2018-02-27T00:00:00",
          "2018-02-28T00:00:00",
          "2018-03-01T00:00:00",
          "2018-03-02T00:00:00",
          "2018-03-05T00:00:00",
          "2018-03-06T00:00:00",
          "2018-03-07T00:00:00",
          "2018-03-08T00:00:00",
          "2018-03-09T00:00:00",
          "2018-03-12T00:00:00",
          "2018-03-13T00:00:00",
          "2018-03-14T00:00:00",
          "2018-03-15T00:00:00",
          "2018-03-16T00:00:00",
          "2018-03-19T00:00:00",
          "2018-03-20T00:00:00",
          "2018-03-21T00:00:00",
          "2018-03-22T00:00:00",
          "2018-03-23T00:00:00",
          "2018-03-26T00:00:00",
          "2018-03-27T00:00:00",
          "2018-03-28T00:00:00",
          "2018-03-29T00:00:00",
          "2018-04-02T00:00:00",
          "2018-04-03T00:00:00",
          "2018-04-04T00:00:00",
          "2018-04-05T00:00:00",
          "2018-04-06T00:00:00",
          "2018-04-09T00:00:00",
          "2018-04-10T00:00:00",
          "2018-04-11T00:00:00",
          "2018-04-12T00:00:00",
          "2018-04-13T00:00:00",
          "2018-04-16T00:00:00",
          "2018-04-17T00:00:00",
          "2018-04-18T00:00:00",
          "2018-04-19T00:00:00",
          "2018-04-20T00:00:00",
          "2018-04-23T00:00:00",
          "2018-04-24T00:00:00",
          "2018-04-25T00:00:00",
          "2018-04-26T00:00:00",
          "2018-04-27T00:00:00",
          "2018-04-30T00:00:00",
          "2018-05-01T00:00:00",
          "2018-05-02T00:00:00",
          "2018-05-03T00:00:00",
          "2018-05-04T00:00:00",
          "2018-05-07T00:00:00",
          "2018-05-08T00:00:00",
          "2018-05-09T00:00:00",
          "2018-05-10T00:00:00",
          "2018-05-11T00:00:00",
          "2018-05-14T00:00:00",
          "2018-05-15T00:00:00",
          "2018-05-16T00:00:00",
          "2018-05-17T00:00:00",
          "2018-05-18T00:00:00",
          "2018-05-21T00:00:00",
          "2018-05-22T00:00:00",
          "2018-05-23T00:00:00",
          "2018-05-24T00:00:00",
          "2018-05-25T00:00:00",
          "2018-05-29T00:00:00",
          "2018-05-30T00:00:00",
          "2018-05-31T00:00:00",
          "2018-06-01T00:00:00",
          "2018-06-04T00:00:00",
          "2018-06-05T00:00:00",
          "2018-06-06T00:00:00",
          "2018-06-07T00:00:00",
          "2018-06-08T00:00:00",
          "2018-06-11T00:00:00",
          "2018-06-12T00:00:00",
          "2018-06-13T00:00:00",
          "2018-06-14T00:00:00",
          "2018-06-15T00:00:00",
          "2018-06-18T00:00:00",
          "2018-06-19T00:00:00",
          "2018-06-20T00:00:00",
          "2018-06-21T00:00:00",
          "2018-06-22T00:00:00",
          "2018-06-25T00:00:00",
          "2018-06-26T00:00:00",
          "2018-06-27T00:00:00",
          "2018-06-28T00:00:00",
          "2018-06-29T00:00:00",
          "2018-07-02T00:00:00",
          "2018-07-03T00:00:00",
          "2018-07-05T00:00:00",
          "2018-07-06T00:00:00",
          "2018-07-09T00:00:00",
          "2018-07-10T00:00:00",
          "2018-07-11T00:00:00",
          "2018-07-12T00:00:00",
          "2018-07-13T00:00:00",
          "2018-07-16T00:00:00",
          "2018-07-17T00:00:00",
          "2018-07-18T00:00:00",
          "2018-07-19T00:00:00",
          "2018-07-20T00:00:00",
          "2018-07-23T00:00:00",
          "2018-07-24T00:00:00",
          "2018-07-25T00:00:00",
          "2018-07-26T00:00:00",
          "2018-07-27T00:00:00",
          "2018-07-30T00:00:00",
          "2018-07-31T00:00:00",
          "2018-08-01T00:00:00",
          "2018-08-02T00:00:00",
          "2018-08-03T00:00:00",
          "2018-08-06T00:00:00",
          "2018-08-07T00:00:00",
          "2018-08-08T00:00:00",
          "2018-08-09T00:00:00",
          "2018-08-10T00:00:00",
          "2018-08-13T00:00:00",
          "2018-08-14T00:00:00",
          "2018-08-15T00:00:00",
          "2018-08-16T00:00:00",
          "2018-08-17T00:00:00",
          "2018-08-20T00:00:00",
          "2018-08-21T00:00:00",
          "2018-08-22T00:00:00",
          "2018-08-23T00:00:00",
          "2018-08-24T00:00:00",
          "2018-08-27T00:00:00",
          "2018-08-28T00:00:00",
          "2018-08-29T00:00:00",
          "2018-08-30T00:00:00",
          "2018-08-31T00:00:00",
          "2018-09-04T00:00:00",
          "2018-09-05T00:00:00",
          "2018-09-06T00:00:00",
          "2018-09-07T00:00:00",
          "2018-09-10T00:00:00",
          "2018-09-11T00:00:00",
          "2018-09-12T00:00:00",
          "2018-09-13T00:00:00",
          "2018-09-14T00:00:00",
          "2018-09-17T00:00:00",
          "2018-09-18T00:00:00",
          "2018-09-19T00:00:00",
          "2018-09-20T00:00:00",
          "2018-09-21T00:00:00",
          "2018-09-24T00:00:00",
          "2018-09-25T00:00:00",
          "2018-09-26T00:00:00",
          "2018-09-27T00:00:00",
          "2018-09-28T00:00:00",
          "2018-10-01T00:00:00",
          "2018-10-02T00:00:00",
          "2018-10-03T00:00:00",
          "2018-10-04T00:00:00",
          "2018-10-05T00:00:00",
          "2018-10-08T00:00:00",
          "2018-10-09T00:00:00",
          "2018-10-10T00:00:00",
          "2018-10-11T00:00:00",
          "2018-10-12T00:00:00",
          "2018-10-15T00:00:00",
          "2018-10-16T00:00:00",
          "2018-10-17T00:00:00",
          "2018-10-18T00:00:00",
          "2018-10-19T00:00:00",
          "2018-10-22T00:00:00",
          "2018-10-23T00:00:00",
          "2018-10-24T00:00:00",
          "2018-10-25T00:00:00",
          "2018-10-26T00:00:00",
          "2018-10-29T00:00:00",
          "2018-10-30T00:00:00",
          "2018-10-31T00:00:00",
          "2018-11-01T00:00:00",
          "2018-11-02T00:00:00",
          "2018-11-05T00:00:00",
          "2018-11-06T00:00:00",
          "2018-11-07T00:00:00",
          "2018-11-08T00:00:00",
          "2018-11-09T00:00:00",
          "2018-11-12T00:00:00",
          "2018-11-13T00:00:00",
          "2018-11-14T00:00:00",
          "2018-11-15T00:00:00",
          "2018-11-16T00:00:00",
          "2018-11-19T00:00:00",
          "2018-11-20T00:00:00",
          "2018-11-21T00:00:00",
          "2018-11-23T00:00:00",
          "2018-11-26T00:00:00",
          "2018-11-27T00:00:00",
          "2018-11-28T00:00:00",
          "2018-11-29T00:00:00",
          "2018-11-30T00:00:00",
          "2018-12-03T00:00:00",
          "2018-12-04T00:00:00",
          "2018-12-06T00:00:00",
          "2018-12-07T00:00:00",
          "2018-12-10T00:00:00",
          "2018-12-11T00:00:00",
          "2018-12-12T00:00:00",
          "2018-12-13T00:00:00",
          "2018-12-14T00:00:00",
          "2018-12-17T00:00:00",
          "2018-12-18T00:00:00",
          "2018-12-19T00:00:00",
          "2018-12-20T00:00:00",
          "2018-12-21T00:00:00",
          "2018-12-24T00:00:00",
          "2018-12-26T00:00:00",
          "2018-12-27T00:00:00",
          "2018-12-28T00:00:00",
          "2018-12-31T00:00:00",
          "2019-01-02T00:00:00",
          "2019-01-03T00:00:00",
          "2019-01-04T00:00:00",
          "2019-01-07T00:00:00",
          "2019-01-08T00:00:00",
          "2019-01-09T00:00:00",
          "2019-01-10T00:00:00",
          "2019-01-11T00:00:00",
          "2019-01-14T00:00:00",
          "2019-01-15T00:00:00",
          "2019-01-16T00:00:00",
          "2019-01-17T00:00:00",
          "2019-01-18T00:00:00",
          "2019-01-22T00:00:00",
          "2019-01-23T00:00:00",
          "2019-01-24T00:00:00",
          "2019-01-25T00:00:00",
          "2019-01-28T00:00:00",
          "2019-01-29T00:00:00",
          "2019-01-30T00:00:00",
          "2019-01-31T00:00:00",
          "2019-02-01T00:00:00",
          "2019-02-04T00:00:00",
          "2019-02-05T00:00:00",
          "2019-02-06T00:00:00",
          "2019-02-07T00:00:00",
          "2019-02-08T00:00:00",
          "2019-02-11T00:00:00",
          "2019-02-12T00:00:00",
          "2019-02-13T00:00:00",
          "2019-02-14T00:00:00",
          "2019-02-15T00:00:00",
          "2019-02-19T00:00:00",
          "2019-02-20T00:00:00",
          "2019-02-21T00:00:00",
          "2019-02-22T00:00:00",
          "2019-02-25T00:00:00",
          "2019-02-26T00:00:00",
          "2019-02-27T00:00:00",
          "2019-02-28T00:00:00",
          "2019-03-01T00:00:00",
          "2019-03-04T00:00:00",
          "2019-03-05T00:00:00",
          "2019-03-06T00:00:00",
          "2019-03-07T00:00:00",
          "2019-03-08T00:00:00",
          "2019-03-11T00:00:00",
          "2019-03-12T00:00:00",
          "2019-03-13T00:00:00",
          "2019-03-14T00:00:00",
          "2019-03-15T00:00:00",
          "2019-03-18T00:00:00",
          "2019-03-19T00:00:00",
          "2019-03-20T00:00:00",
          "2019-03-21T00:00:00",
          "2019-03-22T00:00:00",
          "2019-03-25T00:00:00",
          "2019-03-26T00:00:00",
          "2019-03-27T00:00:00",
          "2019-03-28T00:00:00",
          "2019-03-29T00:00:00",
          "2019-04-01T00:00:00",
          "2019-04-02T00:00:00",
          "2019-04-03T00:00:00",
          "2019-04-04T00:00:00",
          "2019-04-05T00:00:00",
          "2019-04-08T00:00:00",
          "2019-04-09T00:00:00",
          "2019-04-10T00:00:00",
          "2019-04-11T00:00:00",
          "2019-04-12T00:00:00",
          "2019-04-15T00:00:00",
          "2019-04-16T00:00:00",
          "2019-04-17T00:00:00",
          "2019-04-18T00:00:00",
          "2019-04-22T00:00:00",
          "2019-04-23T00:00:00",
          "2019-04-24T00:00:00",
          "2019-04-25T00:00:00",
          "2019-04-26T00:00:00",
          "2019-04-29T00:00:00",
          "2019-04-30T00:00:00",
          "2019-05-01T00:00:00",
          "2019-05-02T00:00:00",
          "2019-05-03T00:00:00",
          "2019-05-06T00:00:00",
          "2019-05-07T00:00:00",
          "2019-05-08T00:00:00",
          "2019-05-09T00:00:00",
          "2019-05-10T00:00:00",
          "2019-05-13T00:00:00",
          "2019-05-14T00:00:00",
          "2019-05-15T00:00:00",
          "2019-05-16T00:00:00",
          "2019-05-17T00:00:00",
          "2019-05-20T00:00:00",
          "2019-05-21T00:00:00",
          "2019-05-22T00:00:00",
          "2019-05-23T00:00:00",
          "2019-05-24T00:00:00",
          "2019-05-28T00:00:00",
          "2019-05-29T00:00:00",
          "2019-05-30T00:00:00",
          "2019-05-31T00:00:00",
          "2019-06-03T00:00:00",
          "2019-06-04T00:00:00",
          "2019-06-05T00:00:00",
          "2019-06-06T00:00:00",
          "2019-06-07T00:00:00",
          "2019-06-10T00:00:00",
          "2019-06-11T00:00:00",
          "2019-06-12T00:00:00",
          "2019-06-13T00:00:00",
          "2019-06-14T00:00:00",
          "2019-06-17T00:00:00",
          "2019-06-18T00:00:00",
          "2019-06-19T00:00:00",
          "2019-06-20T00:00:00",
          "2019-06-21T00:00:00",
          "2019-06-24T00:00:00",
          "2019-06-25T00:00:00",
          "2019-06-26T00:00:00",
          "2019-06-27T00:00:00",
          "2019-06-28T00:00:00",
          "2019-07-01T00:00:00",
          "2019-07-02T00:00:00",
          "2019-07-03T00:00:00",
          "2019-07-05T00:00:00",
          "2019-07-08T00:00:00",
          "2019-07-09T00:00:00",
          "2019-07-10T00:00:00",
          "2019-07-11T00:00:00",
          "2019-07-12T00:00:00",
          "2019-07-15T00:00:00",
          "2019-07-16T00:00:00",
          "2019-07-17T00:00:00",
          "2019-07-18T00:00:00",
          "2019-07-19T00:00:00",
          "2019-07-22T00:00:00",
          "2019-07-23T00:00:00",
          "2019-07-24T00:00:00",
          "2019-07-25T00:00:00",
          "2019-07-26T00:00:00",
          "2019-07-29T00:00:00",
          "2019-07-30T00:00:00",
          "2019-07-31T00:00:00",
          "2019-08-01T00:00:00",
          "2019-08-02T00:00:00",
          "2019-08-05T00:00:00",
          "2019-08-06T00:00:00",
          "2019-08-07T00:00:00",
          "2019-08-08T00:00:00",
          "2019-08-09T00:00:00",
          "2019-08-12T00:00:00",
          "2019-08-13T00:00:00",
          "2019-08-14T00:00:00",
          "2019-08-15T00:00:00",
          "2019-08-16T00:00:00",
          "2019-08-19T00:00:00",
          "2019-08-20T00:00:00",
          "2019-08-21T00:00:00",
          "2019-08-22T00:00:00",
          "2019-08-23T00:00:00",
          "2019-08-26T00:00:00",
          "2019-08-27T00:00:00",
          "2019-08-28T00:00:00",
          "2019-08-29T00:00:00",
          "2019-08-30T00:00:00",
          "2019-09-03T00:00:00",
          "2019-09-04T00:00:00",
          "2019-09-05T00:00:00",
          "2019-09-06T00:00:00",
          "2019-09-09T00:00:00",
          "2019-09-10T00:00:00",
          "2019-09-11T00:00:00",
          "2019-09-12T00:00:00",
          "2019-09-13T00:00:00",
          "2019-09-16T00:00:00",
          "2019-09-17T00:00:00",
          "2019-09-18T00:00:00",
          "2019-09-19T00:00:00",
          "2019-09-20T00:00:00",
          "2019-09-23T00:00:00",
          "2019-09-24T00:00:00",
          "2019-09-25T00:00:00",
          "2019-09-26T00:00:00",
          "2019-09-27T00:00:00",
          "2019-09-30T00:00:00",
          "2019-10-01T00:00:00",
          "2019-10-02T00:00:00",
          "2019-10-03T00:00:00",
          "2019-10-04T00:00:00",
          "2019-10-07T00:00:00",
          "2019-10-08T00:00:00",
          "2019-10-09T00:00:00",
          "2019-10-10T00:00:00",
          "2019-10-11T00:00:00",
          "2019-10-14T00:00:00",
          "2019-10-15T00:00:00",
          "2019-10-16T00:00:00",
          "2019-10-17T00:00:00",
          "2019-10-18T00:00:00",
          "2019-10-21T00:00:00",
          "2019-10-22T00:00:00",
          "2019-10-23T00:00:00",
          "2019-10-24T00:00:00",
          "2019-10-25T00:00:00",
          "2019-10-28T00:00:00",
          "2019-10-29T00:00:00",
          "2019-10-30T00:00:00",
          "2019-10-31T00:00:00",
          "2019-11-01T00:00:00",
          "2019-11-04T00:00:00",
          "2019-11-05T00:00:00",
          "2019-11-06T00:00:00",
          "2019-11-07T00:00:00",
          "2019-11-08T00:00:00",
          "2019-11-11T00:00:00",
          "2019-11-12T00:00:00",
          "2019-11-13T00:00:00",
          "2019-11-14T00:00:00",
          "2019-11-15T00:00:00",
          "2019-11-18T00:00:00",
          "2019-11-19T00:00:00",
          "2019-11-20T00:00:00",
          "2019-11-21T00:00:00",
          "2019-11-22T00:00:00",
          "2019-11-25T00:00:00",
          "2019-11-26T00:00:00",
          "2019-11-27T00:00:00",
          "2019-11-29T00:00:00",
          "2019-12-02T00:00:00",
          "2019-12-03T00:00:00",
          "2019-12-04T00:00:00",
          "2019-12-05T00:00:00",
          "2019-12-06T00:00:00",
          "2019-12-09T00:00:00",
          "2019-12-10T00:00:00",
          "2019-12-11T00:00:00",
          "2019-12-12T00:00:00",
          "2019-12-13T00:00:00",
          "2019-12-16T00:00:00",
          "2019-12-17T00:00:00",
          "2019-12-18T00:00:00",
          "2019-12-19T00:00:00",
          "2019-12-20T00:00:00",
          "2019-12-23T00:00:00",
          "2019-12-24T00:00:00",
          "2019-12-26T00:00:00",
          "2019-12-27T00:00:00",
          "2019-12-30T00:00:00",
          "2019-12-31T00:00:00",
          "2020-01-02T00:00:00",
          "2020-01-03T00:00:00",
          "2020-01-06T00:00:00",
          "2020-01-07T00:00:00",
          "2020-01-08T00:00:00",
          "2020-01-09T00:00:00",
          "2020-01-10T00:00:00",
          "2020-01-13T00:00:00",
          "2020-01-14T00:00:00",
          "2020-01-15T00:00:00",
          "2020-01-16T00:00:00",
          "2020-01-17T00:00:00",
          "2020-01-21T00:00:00",
          "2020-01-22T00:00:00",
          "2020-01-23T00:00:00",
          "2020-01-24T00:00:00",
          "2020-01-27T00:00:00",
          "2020-01-28T00:00:00",
          "2020-01-29T00:00:00",
          "2020-01-30T00:00:00",
          "2020-01-31T00:00:00",
          "2020-02-03T00:00:00",
          "2020-02-04T00:00:00",
          "2020-02-05T00:00:00",
          "2020-02-06T00:00:00",
          "2020-02-07T00:00:00",
          "2020-02-10T00:00:00",
          "2020-02-11T00:00:00",
          "2020-02-12T00:00:00",
          "2020-02-13T00:00:00",
          "2020-02-14T00:00:00",
          "2020-02-18T00:00:00",
          "2020-02-19T00:00:00",
          "2020-02-20T00:00:00",
          "2020-02-21T00:00:00",
          "2020-02-24T00:00:00",
          "2020-02-25T00:00:00",
          "2020-02-26T00:00:00",
          "2020-02-27T00:00:00",
          "2020-02-28T00:00:00",
          "2020-03-02T00:00:00",
          "2020-03-03T00:00:00",
          "2020-03-04T00:00:00",
          "2020-03-05T00:00:00",
          "2020-03-06T00:00:00",
          "2020-03-09T00:00:00",
          "2020-03-10T00:00:00",
          "2020-03-11T00:00:00",
          "2020-03-12T00:00:00",
          "2020-03-13T00:00:00",
          "2020-03-16T00:00:00",
          "2020-03-17T00:00:00",
          "2020-03-18T00:00:00",
          "2020-03-19T00:00:00",
          "2020-03-20T00:00:00",
          "2020-03-23T00:00:00",
          "2020-03-24T00:00:00",
          "2020-03-25T00:00:00",
          "2020-03-26T00:00:00",
          "2020-03-27T00:00:00",
          "2020-03-30T00:00:00",
          "2020-03-31T00:00:00",
          "2020-04-01T00:00:00",
          "2020-04-02T00:00:00",
          "2020-04-03T00:00:00",
          "2020-04-06T00:00:00",
          "2020-04-07T00:00:00",
          "2020-04-08T00:00:00",
          "2020-04-09T00:00:00",
          "2020-04-13T00:00:00",
          "2020-04-14T00:00:00",
          "2020-04-15T00:00:00",
          "2020-04-16T00:00:00",
          "2020-04-17T00:00:00",
          "2020-04-20T00:00:00",
          "2020-04-21T00:00:00",
          "2020-04-22T00:00:00",
          "2020-04-23T00:00:00",
          "2020-04-24T00:00:00",
          "2020-04-27T00:00:00",
          "2020-04-28T00:00:00",
          "2020-04-29T00:00:00",
          "2020-04-30T00:00:00",
          "2020-05-01T00:00:00",
          "2020-05-04T00:00:00",
          "2020-05-05T00:00:00",
          "2020-05-06T00:00:00",
          "2020-05-07T00:00:00",
          "2020-05-08T00:00:00",
          "2020-05-11T00:00:00",
          "2020-05-12T00:00:00",
          "2020-05-13T00:00:00",
          "2020-05-14T00:00:00",
          "2020-05-15T00:00:00",
          "2020-05-18T00:00:00",
          "2020-05-19T00:00:00",
          "2020-05-20T00:00:00",
          "2020-05-21T00:00:00",
          "2020-05-22T00:00:00",
          "2020-05-26T00:00:00",
          "2020-05-27T00:00:00",
          "2020-05-28T00:00:00",
          "2020-05-29T00:00:00",
          "2020-06-01T00:00:00",
          "2020-06-02T00:00:00",
          "2020-06-03T00:00:00",
          "2020-06-04T00:00:00",
          "2020-06-05T00:00:00",
          "2020-06-08T00:00:00",
          "2020-06-09T00:00:00",
          "2020-06-10T00:00:00",
          "2020-06-11T00:00:00",
          "2020-06-12T00:00:00",
          "2020-06-15T00:00:00",
          "2020-06-16T00:00:00",
          "2020-06-17T00:00:00",
          "2020-06-18T00:00:00",
          "2020-06-19T00:00:00",
          "2020-06-22T00:00:00",
          "2020-06-23T00:00:00",
          "2020-06-24T00:00:00",
          "2020-06-25T00:00:00",
          "2020-06-26T00:00:00",
          "2020-06-29T00:00:00",
          "2020-06-30T00:00:00",
          "2020-07-01T00:00:00",
          "2020-07-02T00:00:00",
          "2020-07-06T00:00:00",
          "2020-07-07T00:00:00",
          "2020-07-08T00:00:00",
          "2020-07-09T00:00:00",
          "2020-07-10T00:00:00",
          "2020-07-13T00:00:00",
          "2020-07-14T00:00:00",
          "2020-07-15T00:00:00",
          "2020-07-16T00:00:00",
          "2020-07-17T00:00:00",
          "2020-07-20T00:00:00",
          "2020-07-21T00:00:00",
          "2020-07-22T00:00:00",
          "2020-07-23T00:00:00",
          "2020-07-24T00:00:00",
          "2020-07-27T00:00:00",
          "2020-07-28T00:00:00",
          "2020-07-29T00:00:00",
          "2020-07-30T00:00:00",
          "2020-07-31T00:00:00",
          "2020-08-03T00:00:00",
          "2020-08-04T00:00:00",
          "2020-08-05T00:00:00",
          "2020-08-06T00:00:00",
          "2020-08-07T00:00:00",
          "2020-08-10T00:00:00",
          "2020-08-11T00:00:00",
          "2020-08-12T00:00:00",
          "2020-08-13T00:00:00",
          "2020-08-14T00:00:00",
          "2020-08-17T00:00:00",
          "2020-08-18T00:00:00",
          "2020-08-19T00:00:00",
          "2020-08-20T00:00:00",
          "2020-08-21T00:00:00",
          "2020-08-24T00:00:00",
          "2020-08-25T00:00:00",
          "2020-08-26T00:00:00",
          "2020-08-27T00:00:00",
          "2020-08-28T00:00:00",
          "2020-08-31T00:00:00",
          "2020-09-01T00:00:00",
          "2020-09-02T00:00:00",
          "2020-09-03T00:00:00",
          "2020-09-04T00:00:00",
          "2020-09-08T00:00:00",
          "2020-09-09T00:00:00",
          "2020-09-10T00:00:00",
          "2020-09-11T00:00:00",
          "2020-09-14T00:00:00",
          "2020-09-15T00:00:00",
          "2020-09-16T00:00:00",
          "2020-09-17T00:00:00",
          "2020-09-18T00:00:00",
          "2020-09-21T00:00:00",
          "2020-09-22T00:00:00",
          "2020-09-23T00:00:00",
          "2020-09-24T00:00:00",
          "2020-09-25T00:00:00",
          "2020-09-28T00:00:00",
          "2020-09-29T00:00:00",
          "2020-09-30T00:00:00",
          "2020-10-01T00:00:00",
          "2020-10-02T00:00:00",
          "2020-10-05T00:00:00",
          "2020-10-06T00:00:00",
          "2020-10-07T00:00:00",
          "2020-10-08T00:00:00",
          "2020-10-09T00:00:00",
          "2020-10-12T00:00:00",
          "2020-10-13T00:00:00",
          "2020-10-14T00:00:00",
          "2020-10-15T00:00:00",
          "2020-10-16T00:00:00",
          "2020-10-19T00:00:00",
          "2020-10-20T00:00:00",
          "2020-10-21T00:00:00",
          "2020-10-22T00:00:00",
          "2020-10-23T00:00:00",
          "2020-10-26T00:00:00",
          "2020-10-27T00:00:00",
          "2020-10-28T00:00:00",
          "2020-10-29T00:00:00",
          "2020-10-30T00:00:00",
          "2020-11-02T00:00:00",
          "2020-11-03T00:00:00",
          "2020-11-04T00:00:00",
          "2020-11-05T00:00:00",
          "2020-11-06T00:00:00",
          "2020-11-09T00:00:00",
          "2020-11-10T00:00:00",
          "2020-11-11T00:00:00",
          "2020-11-12T00:00:00",
          "2020-11-13T00:00:00",
          "2020-11-16T00:00:00",
          "2020-11-17T00:00:00",
          "2020-11-18T00:00:00",
          "2020-11-19T00:00:00",
          "2020-11-20T00:00:00",
          "2020-11-23T00:00:00",
          "2020-11-24T00:00:00",
          "2020-11-25T00:00:00",
          "2020-11-27T00:00:00",
          "2020-11-30T00:00:00",
          "2020-12-01T00:00:00",
          "2020-12-02T00:00:00",
          "2020-12-03T00:00:00",
          "2020-12-04T00:00:00",
          "2020-12-07T00:00:00",
          "2020-12-08T00:00:00",
          "2020-12-09T00:00:00",
          "2020-12-10T00:00:00",
          "2020-12-11T00:00:00",
          "2020-12-14T00:00:00",
          "2020-12-15T00:00:00",
          "2020-12-16T00:00:00",
          "2020-12-17T00:00:00",
          "2020-12-18T00:00:00",
          "2020-12-21T00:00:00",
          "2020-12-22T00:00:00",
          "2020-12-23T00:00:00",
          "2020-12-24T00:00:00",
          "2020-12-28T00:00:00",
          "2020-12-29T00:00:00",
          "2020-12-30T00:00:00",
          "2020-12-31T00:00:00",
          "2021-01-04T00:00:00",
          "2021-01-05T00:00:00",
          "2021-01-06T00:00:00",
          "2021-01-07T00:00:00",
          "2021-01-08T00:00:00",
          "2021-01-11T00:00:00",
          "2021-01-12T00:00:00",
          "2021-01-13T00:00:00",
          "2021-01-14T00:00:00",
          "2021-01-15T00:00:00",
          "2021-01-19T00:00:00",
          "2021-01-20T00:00:00",
          "2021-01-21T00:00:00",
          "2021-01-22T00:00:00",
          "2021-01-25T00:00:00",
          "2021-01-26T00:00:00",
          "2021-01-27T00:00:00",
          "2021-01-28T00:00:00",
          "2021-01-29T00:00:00",
          "2021-02-01T00:00:00",
          "2021-02-02T00:00:00",
          "2021-02-03T00:00:00",
          "2021-02-04T00:00:00",
          "2021-02-05T00:00:00",
          "2021-02-08T00:00:00",
          "2021-02-09T00:00:00",
          "2021-02-10T00:00:00",
          "2021-02-11T00:00:00",
          "2021-02-12T00:00:00",
          "2021-02-16T00:00:00",
          "2021-02-17T00:00:00",
          "2021-02-18T00:00:00",
          "2021-02-19T00:00:00",
          "2021-02-22T00:00:00",
          "2021-02-23T00:00:00",
          "2021-02-24T00:00:00",
          "2021-02-25T00:00:00",
          "2021-02-26T00:00:00",
          "2021-03-01T00:00:00",
          "2021-03-02T00:00:00",
          "2021-03-03T00:00:00",
          "2021-03-04T00:00:00",
          "2021-03-05T00:00:00",
          "2021-03-08T00:00:00",
          "2021-03-09T00:00:00",
          "2021-03-10T00:00:00",
          "2021-03-11T00:00:00",
          "2021-03-12T00:00:00",
          "2021-03-15T00:00:00",
          "2021-03-16T00:00:00",
          "2021-03-17T00:00:00",
          "2021-03-18T00:00:00",
          "2021-03-19T00:00:00",
          "2021-03-22T00:00:00",
          "2021-03-23T00:00:00",
          "2021-03-24T00:00:00",
          "2021-03-25T00:00:00",
          "2021-03-26T00:00:00",
          "2021-03-29T00:00:00",
          "2021-03-30T00:00:00",
          "2021-03-31T00:00:00",
          "2021-04-01T00:00:00",
          "2021-04-05T00:00:00",
          "2021-04-06T00:00:00",
          "2021-04-07T00:00:00",
          "2021-04-08T00:00:00",
          "2021-04-09T00:00:00",
          "2021-04-12T00:00:00",
          "2021-04-13T00:00:00",
          "2021-04-14T00:00:00",
          "2021-04-15T00:00:00",
          "2021-04-16T00:00:00",
          "2021-04-19T00:00:00",
          "2021-04-20T00:00:00",
          "2021-04-21T00:00:00",
          "2021-04-22T00:00:00",
          "2021-04-23T00:00:00",
          "2021-04-26T00:00:00",
          "2021-04-27T00:00:00",
          "2021-04-28T00:00:00",
          "2021-04-29T00:00:00",
          "2021-04-30T00:00:00",
          "2021-05-03T00:00:00",
          "2021-05-04T00:00:00",
          "2021-05-05T00:00:00",
          "2021-05-06T00:00:00",
          "2021-05-07T00:00:00",
          "2021-05-10T00:00:00",
          "2021-05-11T00:00:00",
          "2021-05-12T00:00:00",
          "2021-05-13T00:00:00",
          "2021-05-14T00:00:00",
          "2021-05-17T00:00:00",
          "2021-05-18T00:00:00",
          "2021-05-19T00:00:00",
          "2021-05-20T00:00:00",
          "2021-05-21T00:00:00",
          "2021-05-24T00:00:00",
          "2021-05-25T00:00:00",
          "2021-05-26T00:00:00",
          "2021-05-27T00:00:00",
          "2021-05-28T00:00:00",
          "2021-06-01T00:00:00",
          "2021-06-02T00:00:00",
          "2021-06-03T00:00:00",
          "2021-06-04T00:00:00",
          "2021-06-07T00:00:00",
          "2021-06-08T00:00:00",
          "2021-06-09T00:00:00",
          "2021-06-10T00:00:00",
          "2021-06-11T00:00:00",
          "2021-06-14T00:00:00",
          "2021-06-15T00:00:00",
          "2021-06-16T00:00:00",
          "2021-06-17T00:00:00",
          "2021-06-18T00:00:00",
          "2021-06-21T00:00:00",
          "2021-06-22T00:00:00",
          "2021-06-23T00:00:00",
          "2021-06-24T00:00:00",
          "2021-06-25T00:00:00",
          "2021-06-28T00:00:00",
          "2021-06-29T00:00:00",
          "2021-06-30T00:00:00",
          "2021-07-01T00:00:00",
          "2021-07-02T00:00:00",
          "2021-07-06T00:00:00",
          "2021-07-07T00:00:00",
          "2021-07-08T00:00:00",
          "2021-07-09T00:00:00",
          "2021-07-12T00:00:00",
          "2021-07-13T00:00:00",
          "2021-07-14T00:00:00",
          "2021-07-15T00:00:00",
          "2021-07-16T00:00:00",
          "2021-07-19T00:00:00",
          "2021-07-20T00:00:00",
          "2021-07-21T00:00:00",
          "2021-07-22T00:00:00",
          "2021-07-23T00:00:00",
          "2021-07-26T00:00:00",
          "2021-07-27T00:00:00",
          "2021-07-28T00:00:00",
          "2021-07-29T00:00:00",
          "2021-07-30T00:00:00",
          "2021-08-02T00:00:00",
          "2021-08-03T00:00:00",
          "2021-08-04T00:00:00",
          "2021-08-05T00:00:00",
          "2021-08-06T00:00:00",
          "2021-08-09T00:00:00",
          "2021-08-10T00:00:00",
          "2021-08-11T00:00:00",
          "2021-08-12T00:00:00",
          "2021-08-13T00:00:00",
          "2021-08-16T00:00:00",
          "2021-08-17T00:00:00",
          "2021-08-18T00:00:00",
          "2021-08-19T00:00:00",
          "2021-08-20T00:00:00",
          "2021-08-23T00:00:00",
          "2021-08-24T00:00:00",
          "2021-08-25T00:00:00",
          "2021-08-26T00:00:00",
          "2021-08-27T00:00:00",
          "2021-08-30T00:00:00",
          "2021-08-31T00:00:00",
          "2021-09-01T00:00:00",
          "2021-09-02T00:00:00",
          "2021-09-03T00:00:00",
          "2021-09-07T00:00:00",
          "2021-09-08T00:00:00",
          "2021-09-09T00:00:00",
          "2021-09-10T00:00:00",
          "2021-09-13T00:00:00",
          "2021-09-14T00:00:00",
          "2021-09-15T00:00:00",
          "2021-09-16T00:00:00",
          "2021-09-17T00:00:00",
          "2021-09-20T00:00:00",
          "2021-09-21T00:00:00",
          "2021-09-22T00:00:00",
          "2021-09-23T00:00:00",
          "2021-09-24T00:00:00",
          "2021-09-27T00:00:00",
          "2021-09-28T00:00:00",
          "2021-09-29T00:00:00",
          "2021-09-30T00:00:00",
          "2021-10-01T00:00:00",
          "2021-10-04T00:00:00",
          "2021-10-05T00:00:00",
          "2021-10-06T00:00:00",
          "2021-10-07T00:00:00",
          "2021-10-08T00:00:00",
          "2021-10-11T00:00:00",
          "2021-10-12T00:00:00",
          "2021-10-13T00:00:00",
          "2021-10-14T00:00:00",
          "2021-10-15T00:00:00",
          "2021-10-18T00:00:00",
          "2021-10-19T00:00:00",
          "2021-10-20T00:00:00",
          "2021-10-21T00:00:00",
          "2021-10-22T00:00:00",
          "2021-10-25T00:00:00",
          "2021-10-26T00:00:00",
          "2021-10-27T00:00:00",
          "2021-10-28T00:00:00",
          "2021-10-29T00:00:00",
          "2021-11-01T00:00:00",
          "2021-11-02T00:00:00",
          "2021-11-03T00:00:00",
          "2021-11-04T00:00:00",
          "2021-11-05T00:00:00",
          "2021-11-08T00:00:00",
          "2021-11-09T00:00:00",
          "2021-11-10T00:00:00",
          "2021-11-11T00:00:00",
          "2021-11-12T00:00:00",
          "2021-11-15T00:00:00",
          "2021-11-16T00:00:00",
          "2021-11-17T00:00:00",
          "2021-11-18T00:00:00",
          "2021-11-19T00:00:00",
          "2021-11-22T00:00:00",
          "2021-11-23T00:00:00",
          "2021-11-24T00:00:00",
          "2021-11-26T00:00:00",
          "2021-11-29T00:00:00",
          "2021-11-30T00:00:00",
          "2021-12-01T00:00:00",
          "2021-12-02T00:00:00",
          "2021-12-03T00:00:00",
          "2021-12-06T00:00:00",
          "2021-12-07T00:00:00",
          "2021-12-08T00:00:00",
          "2021-12-09T00:00:00",
          "2021-12-10T00:00:00",
          "2021-12-13T00:00:00",
          "2021-12-14T00:00:00",
          "2021-12-15T00:00:00",
          "2021-12-16T00:00:00",
          "2021-12-17T00:00:00",
          "2021-12-20T00:00:00",
          "2021-12-21T00:00:00",
          "2021-12-22T00:00:00",
          "2021-12-23T00:00:00",
          "2021-12-27T00:00:00",
          "2021-12-28T00:00:00",
          "2021-12-29T00:00:00",
          "2021-12-30T00:00:00",
          "2021-12-31T00:00:00",
          "2022-01-03T00:00:00",
          "2022-01-04T00:00:00",
          "2022-01-05T00:00:00",
          "2022-01-06T00:00:00",
          "2022-01-07T00:00:00",
          "2022-01-10T00:00:00",
          "2022-01-11T00:00:00",
          "2022-01-12T00:00:00",
          "2022-01-13T00:00:00",
          "2022-01-14T00:00:00",
          "2022-01-18T00:00:00",
          "2022-01-19T00:00:00",
          "2022-01-20T00:00:00",
          "2022-01-21T00:00:00",
          "2022-01-24T00:00:00",
          "2022-01-25T00:00:00",
          "2022-01-26T00:00:00",
          "2022-01-27T00:00:00",
          "2022-01-28T00:00:00",
          "2022-01-31T00:00:00",
          "2022-02-01T00:00:00",
          "2022-02-02T00:00:00",
          "2022-02-03T00:00:00",
          "2022-02-04T00:00:00"
         ],
         "y": [
          254.259995,
          265.720001,
          264.559998,
          250.100006,
          249.470001,
          257.950012,
          258.269989,
          266,
          280.269989,
          278.519989,
          278.549988,
          281.040009,
          278.140015,
          285.929993,
          294.160004,
          290.609985,
          291.380005,
          290.390015,
          301.049988,
          315,
          325.220001,
          321.160004,
          317,
          331.440002,
          321.299988,
          315.880005,
          321.549988,
          321.089996,
          318.450012,
          313.480011,
          317.5,
          316.480011,
          306.700012,
          300.940002,
          320.350006,
          300.690002,
          285.769989,
          295.350006,
          280.290009,
          283.670013,
          288.940002,
          293.970001,
          288.850006,
          289.929993,
          298.070007,
          303.670013,
          309.25,
          311.649994,
          307.779999,
          336.059998,
          334.519989,
          332.700012,
          327.769989,
          318.690002,
          307.019989,
          305.76001,
          313.980011,
          311.76001,
          312.459991,
          313.299988,
          313.359985,
          311.690002,
          320.089996,
          326.26001,
          326.890015,
          330.299988,
          329.600006,
          326.459991,
          328.529999,
          326.130005,
          328.190002,
          325.220001,
          324.179993,
          331.820007,
          331.619995,
          344.720001,
          349.290009,
          351.290009,
          349.730011,
          353.540009,
          351.600006,
          359.929993,
          361.809998,
          365.799988,
          367.450012,
          361.399994,
          360.570007,
          361.450012,
          363.829987,
          379.929993,
          392.869995,
          391.980011,
          390.399994,
          404.980011,
          416.76001,
          415.440002,
          411.089996,
          384.480011,
          399.390015,
          390.390015,
          395.420013,
          391.429993,
          398.179993,
          390.519989,
          398.390015,
          408.25,
          418.970001,
          415.630005,
          418.649994,
          413.5,
          395.799988,
          400.480011,
          379.480011,
          375.130005,
          364.230011,
          361.049988,
          362.660004,
          357.320007,
          362.869995,
          363.089996,
          355.209991,
          334.959991,
          337.450012,
          338.380005,
          344.5,
          343.089996,
          350.920013,
          351.829987,
          347.609985,
          349.359985,
          345.869995,
          341.309998,
          337.48999,
          326.399994,
          322.440002,
          316.779999,
          327.730011,
          338.019989,
          344.440002,
          339.170013,
          358.820007,
          364.579987,
          368.48999,
          368.040009,
          370.980011,
          367.679993,
          363.600006,
          341.179993,
          346.459991,
          348.679993,
          348.410004,
          355.929993,
          369.950012,
          368.149994,
          364.559998,
          350.350006,
          367.649994,
          366.959991,
          365.359985,
          361.190002,
          369.609985,
          369.429993,
          377.880005,
          380.709991,
          374.130005,
          381.429993,
          377.140015,
          377.049988,
          363.649994,
          351.350006,
          349.100006,
          355.709991,
          325.890015,
          321.100006,
          339.559998,
          333.130005,
          346.399994,
          364.700012,
          346.709991,
          332.670013,
          329.540009,
          333.160004,
          301.829987,
          312.869995,
          299.829987,
          284.839996,
          285.809998,
          301.779999,
          317.380005,
          309.100006,
          315.440002,
          310.839996,
          327.5,
          317.920013,
          303.470001,
          294.070007,
          294.399994,
          286.730011,
          290.059998,
          286.209991,
          270.600006,
          266.980011,
          262.130005,
          258.820007,
          261.429993,
          266.630005,
          282.649994,
          288.75,
          286.130005,
          290.299988,
          275.329987,
          282.880005,
          265.140015,
          269.700012,
          265.320007,
          274.880005,
          276.019989,
          266.839996,
          262.799988,
          270.940002,
          266.769989,
          260.579987,
          246.389999,
          233.880005,
          253.669998,
          255.570007,
          256.079987,
          267.660004,
          267.660004,
          271.200012,
          297.570007,
          315.339996,
          320.269989,
          319.959991,
          324.660004,
          337.589996,
          332.940002,
          354.640015,
          351.390015,
          353.190002,
          339.100006,
          325.160004,
          321.98999,
          326.670013,
          338.049988,
          335.660004,
          328.899994,
          340.660004,
          339.5,
          339.850006,
          351.339996,
          355.809998,
          352.190002,
          344.709991,
          347.570007,
          345.730011,
          359.970001,
          351.769989,
          359.070007,
          356.869995,
          361.920013,
          359.910004,
          356.970001,
          363.019989,
          363.910004,
          364.970001,
          362.869995,
          358.100006,
          357.320007,
          351.040009,
          354.299988,
          359.609985,
          352.600006,
          349.600006,
          358.859985,
          356.269989,
          361.209991,
          358.820007,
          361.459991,
          363.440002,
          358.779999,
          375.220001,
          377.869995,
          361.01001,
          366.230011,
          359.970001,
          353.369995,
          354.609985,
          356.559998,
          366.959991,
          367.720001,
          369.75,
          367.880005,
          365.48999,
          361.410004,
          364.709991,
          363.920013,
          367.649994,
          351.140015,
          348.869995,
          359.459991,
          354.73999,
          360.350006,
          377.339996,
          381.890015,
          374.230011,
          368.329987,
          374.850006,
          371.829987,
          370.540009,
          378.809998,
          379.059998,
          385.029999,
          378.670013,
          370.459991,
          364.369995,
          362.75,
          361.040009,
          345.26001,
          345.609985,
          354.98999,
          359.309998,
          354.450012,
          348.109985,
          354.269989,
          359.730011,
          352.209991,
          354.390015,
          355.059998,
          349.190002,
          351.850006,
          343.279999,
          336.630005,
          353.399994,
          355.730011,
          357.130005,
          360.869995,
          352.01001,
          351.269989,
          345.559998,
          343.429993,
          339.730011,
          350.619995,
          357.119995,
          363.519989,
          365.209991,
          369.209991,
          371.040009,
          360.299988,
          362.200012,
          370.019989,
          367.320007,
          374.600006,
          375.429993,
          381.720001,
          380.549988,
          376.160004,
          379.929993,
          381,
          379.5,
          373.25,
          366.600006,
          365.98999,
          362.440002,
          325.209991,
          315.100006,
          310.619995,
          307.299988,
          317.940002,
          326.459991,
          335.779999,
          332.700012,
          325.929993,
          322.98999,
          319.5,
          318.829987,
          307.630005,
          310.100006,
          304.290009,
          315.899994,
          308.929993,
          310.829987,
          312.279999,
          299.109985,
          295.76001,
          302.799988,
          309.380005,
          298.98999,
          297.809998,
          296.929993,
          291.440002,
          294.980011,
          291.029999,
          291.769989,
          296.779999,
          293.75,
          289.290009,
          291.519989,
          293.25,
          290.170013,
          294.339996,
          287.98999,
          288.269989,
          288.859985,
          294.149994,
          294.290009,
          298.600006,
          291.559998,
          286.600006,
          270.75,
          265.920013,
          254.589996,
          264.75,
          263.309998,
          263.079987,
          267.619995,
          269.579987,
          268.029999,
          268.149994,
          272.790009,
          274.459991,
          270.720001,
          267.529999,
          280.480011,
          282.929993,
          285.529999,
          284.25,
          286.279999,
          293.350006,
          275.299988,
          278.049988,
          266.690002,
          271.269989,
          271.5,
          276.820007,
          281.859985,
          281.209991,
          291.450012,
          287.410004,
          286.809998,
          292.859985,
          288.029999,
          288.589996,
          289.570007,
          291.570007,
          294.179993,
          292.01001,
          283.109985,
          289.619995,
          295.029999,
          302.570007,
          302.600006,
          305.160004,
          311.690002,
          310.480011,
          315.549988,
          312.48999,
          315.929993,
          314.660004,
          309.98999,
          306.160004,
          304.320007,
          302.859985,
          307.350006,
          302.5,
          293.119995,
          298.929993,
          298.440002,
          298.5,
          304.209991,
          315.480011,
          320.799988,
          332.220001,
          336.899994,
          333.100006,
          333.200012,
          332.630005,
          329.089996,
          323.309998,
          323.570007,
          329.809998,
          325.899994,
          335.829987,
          330.75,
          339.26001,
          335.660004,
          329.049988,
          338.920013,
          338.690002,
          339.070007,
          338.619995,
          339.670013,
          338.109985,
          326,
          349.600006,
          353.160004,
          342.880005,
          348.519989,
          343.160004,
          347.73999,
          345.089996,
          358,
          369.01001,
          369.670013,
          366.950012,
          366.769989,
          371.070007,
          373.690002,
          380.01001,
          381.399994,
          380.399994,
          387.779999,
          386.190002,
          386,
          380.070007,
          368.700012,
          360.089996,
          379.23999,
          371.709991,
          369.029999,
          381.049988,
          368.769989,
          383.790009,
          372.779999,
          368.970001,
          346.48999,
          364.130005,
          349.920013,
          315.25,
          336.299988,
          298.839996,
          319.75,
          315.470001,
          332.029999,
          332.829987,
          360.269989,
          357.320007,
          342.390015,
          362.98999,
          357.119995,
          370.959991,
          375.5,
          364.079987,
          370.079987,
          361.76001,
          379.959991,
          372.279999,
          371.119995,
          370.720001,
          396.720001,
          413.549988,
          426.75,
          439.170013,
          422.959991,
          437.48999,
          433.829987,
          421.420013,
          426.700012,
          424.98999,
          421.380005,
          403.829987,
          411.890015,
          419.850006,
          415.269989,
          428.149994,
          424.679993,
          434.26001,
          436.529999,
          435.549988,
          440.519989,
          431.820007,
          438.269989,
          441.950012,
          454.190002,
          452.579987,
          451.040009,
          447.670013,
          436.25,
          429.320007,
          414.769989,
          419.890015,
          413.440002,
          419.730011,
          425.920013,
          427.309998,
          421.970001,
          414.329987,
          419.600006,
          419.48999,
          434.049988,
          434.480011,
          425.559998,
          418.070007,
          425.5,
          436.130005,
          447.769989,
          449.869995,
          453.720001,
          468.040009,
          466.26001,
          457.850006,
          465.910004,
          443.399994,
          447.23999,
          455.040009,
          485.640015,
          476.890015,
          493.809998,
          493.160004,
          502.779999,
          507.76001,
          548.72998,
          525.5,
          524.880005,
          523.26001,
          527.390015,
          492.98999,
          502.410004,
          490.100006,
          489.820007,
          477.579987,
          480.450012,
          495.649994,
          488.51001,
          484.480011,
          485.799988,
          488.880005,
          498.619995,
          509.640015,
          502.109985,
          509.079987,
          494.730011,
          483.380005,
          466.929993,
          475.470001,
          481.329987,
          482.679993,
          482.350006,
          491.869995,
          484.529999,
          497.899994,
          492.309998,
          488.809998,
          490.579987,
          547.530029,
          526.27002,
          523.890015,
          529.559998,
          556.549988,
          552.840027,
          525.75,
          516.049988,
          507.019989,
          500.190002,
          480.670013,
          482.029999,
          476.26001,
          495.98999,
          483.859985,
          470.200012,
          469.959991,
          487.350006,
          491.170013,
          470.609985,
          473.079987,
          482.880005,
          490.649994,
          493.480011,
          500.029999,
          527.51001,
          503.059998,
          520.650024,
          505.869995,
          534.659973,
          531.789978,
          539.440002,
          539.809998,
          554.090027,
          541.450012,
          541.940002,
          530.789978,
          530.719971,
          525.419983,
          489.049988,
          485.230011,
          488.279999,
          488.23999,
          488.929993,
          486.23999,
          504.209991,
          475.73999,
          484.119995,
          487.220001,
          496.950012,
          513.76001,
          514.72998,
          470.5,
          480.23999,
          490.76001,
          486.769989,
          482.839996,
          479.100006,
          480.630005,
          481.790009,
          484.670013,
          488.23999,
          476.619995,
          482.880005,
          485,
          491.359985,
          490.700012,
          504.579987,
          503.380005,
          497.519989,
          498.309998,
          515.780029,
          512.659973,
          493.600006,
          501.089996,
          503.220001,
          522.419983,
          519.780029,
          524.830017,
          532.900024,
          534.450012,
          528.909973,
          527.330017,
          514.47998,
          513.969971,
          519.119995,
          530.869995,
          524.590027,
          540.72998,
          522.859985,
          520.799988,
          500.48999,
          508.890015,
          510.399994,
          499.100006,
          494.25,
          507.790009,
          500.859985,
          497.980011,
          501.769989,
          586.340027,
          579.840027,
          565.169983,
          556.780029,
          561.929993,
          523.280029,
          538.599976,
          532.390015,
          539.039978,
          548.159973,
          539.450012,
          552.159973,
          550.789978,
          547.919983,
          559.070007,
          563.590027,
          557.590027,
          556.52002,
          557.280029,
          551.340027,
          548.219971,
          540.219971,
          533.780029,
          546.150024,
          553.409973,
          546.700012,
          538.849976,
          550.640015,
          547.820007,
          520.700012,
          511.290009,
          516.390015,
          493.329987,
          506.440002,
          504.540009,
          523.059998,
          518.02002,
          520.25,
          524.030029,
          524.440002,
          504.790009,
          512.179993,
          523.109985,
          535.090027,
          520.809998,
          502.859985,
          508.049988,
          513.950012,
          513.390015,
          521.659973,
          539.419983,
          540.669983,
          544.530029,
          546.98999,
          554.580017,
          555.309998,
          552.780029,
          553.72998,
          540.02002,
          549.219971,
          546.539978,
          554.440002,
          549.570007,
          508.899994,
          508.779999,
          505.549988,
          510.299988,
          505.549988,
          506.519989,
          509,
          513.469971,
          509.109985,
          503.179993,
          496.079987,
          499.549988,
          503.839996,
          486.690002,
          495.079987,
          484.980011,
          486.660004,
          493.369995,
          488.940002,
          486.279999,
          487.700012,
          501.670013,
          497.890015,
          502.899994,
          501.339996,
          502.359985,
          503.859985,
          502.809998,
          499.079987,
          499.23999,
          489.429993,
          494.73999,
          494.660004,
          492.390015,
          485.809998,
          487.269989,
          488.769989,
          499.890015,
          491.899994,
          492.410004,
          498.339996,
          500.769989,
          497,
          508.820007,
          512.73999,
          518.059998,
          527.070007,
          533.030029,
          533.5,
          528.210022,
          533.539978,
          533.97998,
          541.640015,
          535.960022,
          530.76001,
          535.97998,
          537.309998,
          540.679993,
          547.950012,
          542.950012,
          530.309998,
          532.280029,
          531.049988,
          513.630005,
          511.769989,
          515.409973,
          516.48999,
          518.909973,
          519.299988,
          514.25,
          517.570007,
          515.150024,
          510.820007,
          517.349976,
          524.890015,
          520.549988,
          519.969971,
          515.840027,
          512.400024,
          510.720001,
          515.919983,
          517.919983,
          518.909973,
          521.869995,
          543.710022,
          546.880005,
          553.330017,
          553.409973,
          547.580017,
          550.119995,
          558.919983,
          566.179993,
          569.190002,
          582.070007,
          588.549988,
          590.530029,
          606.710022,
          606.049988,
          597.539978,
          598.719971,
          589.289978,
          577.76001,
          582.869995,
          586.5,
          589.349976,
          575.429993,
          573.140015,
          590.650024,
          593.26001,
          592.390015,
          592.640015,
          583.849976,
          599.059998,
          610.340027,
          613.150024,
          603.349976,
          634.809998,
          639.099976,
          631.849976,
          632.659973,
          627.039978,
          624.940002,
          629.76001,
          633.799988,
          628.289978,
          637.969971,
          639,
          625.140015,
          653.159973,
          664.780029,
          671.659973,
          668.52002,
          662.919983,
          674.049988,
          690.309998,
          681.169983,
          677.719971,
          688.289978,
          668.400024,
          645.719971,
          651.450012,
          655.98999,
          646.909973,
          657.580017,
          682.609985,
          679.330017,
          687.400024,
          691.690002,
          682.02002,
          678.799988,
          659.200012,
          654.059998,
          658.289978,
          665.640015,
          663.840027,
          641.900024,
          617.77002,
          616.469971,
          602.130005,
          612.690002,
          625.580017,
          628.080017,
          611,
          611.659973,
          604.559998,
          597.98999,
          605.039978,
          591.059998,
          586.72998,
          593.73999,
          604.919983,
          614.23999,
          614.090027,
          613.119995,
          610.710022,
          610.539978,
          612.090027,
          602.440002,
          597.369995,
          591.150024,
          567.52002,
          553.289978,
          541.059998,
          539.849976,
          540.840027,
          537.219971,
          519.200012,
          525.690002,
          510.799988,
          515.859985,
          508.25,
          397.5,
          387.149994,
          366.420013,
          359.700012,
          386.700012,
          384.359985,
          427.140015,
          457.130005,
          429.480011,
          405.600006,
          410.170013
         ]
        }
       ],
       "layout": {
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "fillpattern": {
             "fillmode": "overlay",
             "size": 10,
             "solidity": 0.2
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Stock Prices of given stock"
        },
        "xaxis": {
         "title": {
          "font": {
           "color": "#7f7f7f",
           "family": "Courier New, monospace",
           "size": 18
          },
          "text": "Date"
         }
        },
        "yaxis": {
         "title": {
          "font": {
           "color": "#7f7f7f",
           "family": "Courier New, monospace",
           "size": 18
          },
          "text": "Price"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"9e061782-4955-4f91-856c-9b1d0855c866\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"9e061782-4955-4f91-856c-9b1d0855c866\")) {                    Plotly.newPlot(                        \"9e061782-4955-4f91-856c-9b1d0855c866\",                        [{\"x\":[\"2018-02-05T00:00:00\",\"2018-02-06T00:00:00\",\"2018-02-07T00:00:00\",\"2018-02-08T00:00:00\",\"2018-02-09T00:00:00\",\"2018-02-12T00:00:00\",\"2018-02-13T00:00:00\",\"2018-02-14T00:00:00\",\"2018-02-15T00:00:00\",\"2018-02-16T00:00:00\",\"2018-02-20T00:00:00\",\"2018-02-21T00:00:00\",\"2018-02-22T00:00:00\",\"2018-02-23T00:00:00\",\"2018-02-26T00:00:00\",\"2018-02-27T00:00:00\",\"2018-02-28T00:00:00\",\"2018-03-01T00:00:00\",\"2018-03-02T00:00:00\",\"2018-03-05T00:00:00\",\"2018-03-06T00:00:00\",\"2018-03-07T00:00:00\",\"2018-03-08T00:00:00\",\"2018-03-09T00:00:00\",\"2018-03-12T00:00:00\",\"2018-03-13T00:00:00\",\"2018-03-14T00:00:00\",\"2018-03-15T00:00:00\",\"2018-03-16T00:00:00\",\"2018-03-19T00:00:00\",\"2018-03-20T00:00:00\",\"2018-03-21T00:00:00\",\"2018-03-22T00:00:00\",\"2018-03-23T00:00:00\",\"2018-03-26T00:00:00\",\"2018-03-27T00:00:00\",\"2018-03-28T00:00:00\",\"2018-03-29T00:00:00\",\"2018-04-02T00:00:00\",\"2018-04-03T00:00:00\",\"2018-04-04T00:00:00\",\"2018-04-05T00:00:00\",\"2018-04-06T00:00:00\",\"2018-04-09T00:00:00\",\"2018-04-10T00:00:00\",\"2018-04-11T00:00:00\",\"2018-04-12T00:00:00\",\"2018-04-13T00:00:00\",\"2018-04-16T00:00:00\",\"2018-04-17T00:00:00\",\"2018-04-18T00:00:00\",\"2018-04-19T00:00:00\",\"2018-04-20T00:00:00\",\"2018-04-23T00:00:00\",\"2018-04-24T00:00:00\",\"2018-04-25T00:00:00\",\"2018-04-26T00:00:00\",\"2018-04-27T00:00:00\",\"2018-04-30T00:00:00\",\"2018-05-01T00:00:00\",\"2018-05-02T00:00:00\",\"2018-05-03T00:00:00\",\"2018-05-04T00:00:00\",\"2018-05-07T00:00:00\",\"2018-05-08T00:00:00\",\"2018-05-09T00:00:00\",\"2018-05-10T00:00:00\",\"2018-05-11T00:00:00\",\"2018-05-14T00:00:00\",\"2018-05-15T00:00:00\",\"2018-05-16T00:00:00\",\"2018-05-17T00:00:00\",\"2018-05-18T00:00:00\",\"2018-05-21T00:00:00\",\"2018-05-22T00:00:00\",\"2018-05-23T00:00:00\",\"2018-05-24T00:00:00\",\"2018-05-25T00:00:00\",\"2018-05-29T00:00:00\",\"2018-05-30T00:00:00\",\"2018-05-31T00:00:00\",\"2018-06-01T00:00:00\",\"2018-06-04T00:00:00\",\"2018-06-05T00:00:00\",\"2018-06-06T00:00:00\",\"2018-06-07T00:00:00\",\"2018-06-08T00:00:00\",\"2018-06-11T00:00:00\",\"2018-06-12T00:00:00\",\"2018-06-13T00:00:00\",\"2018-06-14T00:00:00\",\"2018-06-15T00:00:00\",\"2018-06-18T00:00:00\",\"2018-06-19T00:00:00\",\"2018-06-20T00:00:00\",\"2018-06-21T00:00:00\",\"2018-06-22T00:00:00\",\"2018-06-25T00:00:00\",\"2018-06-26T00:00:00\",\"2018-06-27T00:00:00\",\"2018-06-28T00:00:00\",\"2018-06-29T00:00:00\",\"2018-07-02T00:00:00\",\"2018-07-03T00:00:00\",\"2018-07-05T00:00:00\",\"2018-07-06T00:00:00\",\"2018-07-09T00:00:00\",\"2018-07-10T00:00:00\",\"2018-07-11T00:00:00\",\"2018-07-12T00:00:00\",\"2018-07-13T00:00:00\",\"2018-07-16T00:00:00\",\"2018-07-17T00:00:00\",\"2018-07-18T00:00:00\",\"2018-07-19T00:00:00\",\"2018-07-20T00:00:00\",\"2018-07-23T00:00:00\",\"2018-07-24T00:00:00\",\"2018-07-25T00:00:00\",\"2018-07-26T00:00:00\",\"2018-07-27T00:00:00\",\"2018-07-30T00:00:00\",\"2018-07-31T00:00:00\",\"2018-08-01T00:00:00\",\"2018-08-02T00:00:00\",\"2018-08-03T00:00:00\",\"2018-08-06T00:00:00\",\"2018-08-07T00:00:00\",\"2018-08-08T00:00:00\",\"2018-08-09T00:00:00\",\"2018-08-10T00:00:00\",\"2018-08-13T00:00:00\",\"2018-08-14T00:00:00\",\"2018-08-15T00:00:00\",\"2018-08-16T00:00:00\",\"2018-08-17T00:00:00\",\"2018-08-20T00:00:00\",\"2018-08-21T00:00:00\",\"2018-08-22T00:00:00\",\"2018-08-23T00:00:00\",\"2018-08-24T00:00:00\",\"2018-08-27T00:00:00\",\"2018-08-28T00:00:00\",\"2018-08-29T00:00:00\",\"2018-08-30T00:00:00\",\"2018-08-31T00:00:00\",\"2018-09-04T00:00:00\",\"2018-09-05T00:00:00\",\"2018-09-06T00:00:00\",\"2018-09-07T00:00:00\",\"2018-09-10T00:00:00\",\"2018-09-11T00:00:00\",\"2018-09-12T00:00:00\",\"2018-09-13T00:00:00\",\"2018-09-14T00:00:00\",\"2018-09-17T00:00:00\",\"2018-09-18T00:00:00\",\"2018-09-19T00:00:00\",\"2018-09-20T00:00:00\",\"2018-09-21T00:00:00\",\"2018-09-24T00:00:00\",\"2018-09-25T00:00:00\",\"2018-09-26T00:00:00\",\"2018-09-27T00:00:00\",\"2018-09-28T00:00:00\",\"2018-10-01T00:00:00\",\"2018-10-02T00:00:00\",\"2018-10-03T00:00:00\",\"2018-10-04T00:00:00\",\"2018-10-05T00:00:00\",\"2018-10-08T00:00:00\",\"2018-10-09T00:00:00\",\"2018-10-10T00:00:00\",\"2018-10-11T00:00:00\",\"2018-10-12T00:00:00\",\"2018-10-15T00:00:00\",\"2018-10-16T00:00:00\",\"2018-10-17T00:00:00\",\"2018-10-18T00:00:00\",\"2018-10-19T00:00:00\",\"2018-10-22T00:00:00\",\"2018-10-23T00:00:00\",\"2018-10-24T00:00:00\",\"2018-10-25T00:00:00\",\"2018-10-26T00:00:00\",\"2018-10-29T00:00:00\",\"2018-10-30T00:00:00\",\"2018-10-31T00:00:00\",\"2018-11-01T00:00:00\",\"2018-11-02T00:00:00\",\"2018-11-05T00:00:00\",\"2018-11-06T00:00:00\",\"2018-11-07T00:00:00\",\"2018-11-08T00:00:00\",\"2018-11-09T00:00:00\",\"2018-11-12T00:00:00\",\"2018-11-13T00:00:00\",\"2018-11-14T00:00:00\",\"2018-11-15T00:00:00\",\"2018-11-16T00:00:00\",\"2018-11-19T00:00:00\",\"2018-11-20T00:00:00\",\"2018-11-21T00:00:00\",\"2018-11-23T00:00:00\",\"2018-11-26T00:00:00\",\"2018-11-27T00:00:00\",\"2018-11-28T00:00:00\",\"2018-11-29T00:00:00\",\"2018-11-30T00:00:00\",\"2018-12-03T00:00:00\",\"2018-12-04T00:00:00\",\"2018-12-06T00:00:00\",\"2018-12-07T00:00:00\",\"2018-12-10T00:00:00\",\"2018-12-11T00:00:00\",\"2018-12-12T00:00:00\",\"2018-12-13T00:00:00\",\"2018-12-14T00:00:00\",\"2018-12-17T00:00:00\",\"2018-12-18T00:00:00\",\"2018-12-19T00:00:00\",\"2018-12-20T00:00:00\",\"2018-12-21T00:00:00\",\"2018-12-24T00:00:00\",\"2018-12-26T00:00:00\",\"2018-12-27T00:00:00\",\"2018-12-28T00:00:00\",\"2018-12-31T00:00:00\",\"2019-01-02T00:00:00\",\"2019-01-03T00:00:00\",\"2019-01-04T00:00:00\",\"2019-01-07T00:00:00\",\"2019-01-08T00:00:00\",\"2019-01-09T00:00:00\",\"2019-01-10T00:00:00\",\"2019-01-11T00:00:00\",\"2019-01-14T00:00:00\",\"2019-01-15T00:00:00\",\"2019-01-16T00:00:00\",\"2019-01-17T00:00:00\",\"2019-01-18T00:00:00\",\"2019-01-22T00:00:00\",\"2019-01-23T00:00:00\",\"2019-01-24T00:00:00\",\"2019-01-25T00:00:00\",\"2019-01-28T00:00:00\",\"2019-01-29T00:00:00\",\"2019-01-30T00:00:00\",\"2019-01-31T00:00:00\",\"2019-02-01T00:00:00\",\"2019-02-04T00:00:00\",\"2019-02-05T00:00:00\",\"2019-02-06T00:00:00\",\"2019-02-07T00:00:00\",\"2019-02-08T00:00:00\",\"2019-02-11T00:00:00\",\"2019-02-12T00:00:00\",\"2019-02-13T00:00:00\",\"2019-02-14T00:00:00\",\"2019-02-15T00:00:00\",\"2019-02-19T00:00:00\",\"2019-02-20T00:00:00\",\"2019-02-21T00:00:00\",\"2019-02-22T00:00:00\",\"2019-02-25T00:00:00\",\"2019-02-26T00:00:00\",\"2019-02-27T00:00:00\",\"2019-02-28T00:00:00\",\"2019-03-01T00:00:00\",\"2019-03-04T00:00:00\",\"2019-03-05T00:00:00\",\"2019-03-06T00:00:00\",\"2019-03-07T00:00:00\",\"2019-03-08T00:00:00\",\"2019-03-11T00:00:00\",\"2019-03-12T00:00:00\",\"2019-03-13T00:00:00\",\"2019-03-14T00:00:00\",\"2019-03-15T00:00:00\",\"2019-03-18T00:00:00\",\"2019-03-19T00:00:00\",\"2019-03-20T00:00:00\",\"2019-03-21T00:00:00\",\"2019-03-22T00:00:00\",\"2019-03-25T00:00:00\",\"2019-03-26T00:00:00\",\"2019-03-27T00:00:00\",\"2019-03-28T00:00:00\",\"2019-03-29T00:00:00\",\"2019-04-01T00:00:00\",\"2019-04-02T00:00:00\",\"2019-04-03T00:00:00\",\"2019-04-04T00:00:00\",\"2019-04-05T00:00:00\",\"2019-04-08T00:00:00\",\"2019-04-09T00:00:00\",\"2019-04-10T00:00:00\",\"2019-04-11T00:00:00\",\"2019-04-12T00:00:00\",\"2019-04-15T00:00:00\",\"2019-04-16T00:00:00\",\"2019-04-17T00:00:00\",\"2019-04-18T00:00:00\",\"2019-04-22T00:00:00\",\"2019-04-23T00:00:00\",\"2019-04-24T00:00:00\",\"2019-04-25T00:00:00\",\"2019-04-26T00:00:00\",\"2019-04-29T00:00:00\",\"2019-04-30T00:00:00\",\"2019-05-01T00:00:00\",\"2019-05-02T00:00:00\",\"2019-05-03T00:00:00\",\"2019-05-06T00:00:00\",\"2019-05-07T00:00:00\",\"2019-05-08T00:00:00\",\"2019-05-09T00:00:00\",\"2019-05-10T00:00:00\",\"2019-05-13T00:00:00\",\"2019-05-14T00:00:00\",\"2019-05-15T00:00:00\",\"2019-05-16T00:00:00\",\"2019-05-17T00:00:00\",\"2019-05-20T00:00:00\",\"2019-05-21T00:00:00\",\"2019-05-22T00:00:00\",\"2019-05-23T00:00:00\",\"2019-05-24T00:00:00\",\"2019-05-28T00:00:00\",\"2019-05-29T00:00:00\",\"2019-05-30T00:00:00\",\"2019-05-31T00:00:00\",\"2019-06-03T00:00:00\",\"2019-06-04T00:00:00\",\"2019-06-05T00:00:00\",\"2019-06-06T00:00:00\",\"2019-06-07T00:00:00\",\"2019-06-10T00:00:00\",\"2019-06-11T00:00:00\",\"2019-06-12T00:00:00\",\"2019-06-13T00:00:00\",\"2019-06-14T00:00:00\",\"2019-06-17T00:00:00\",\"2019-06-18T00:00:00\",\"2019-06-19T00:00:00\",\"2019-06-20T00:00:00\",\"2019-06-21T00:00:00\",\"2019-06-24T00:00:00\",\"2019-06-25T00:00:00\",\"2019-06-26T00:00:00\",\"2019-06-27T00:00:00\",\"2019-06-28T00:00:00\",\"2019-07-01T00:00:00\",\"2019-07-02T00:00:00\",\"2019-07-03T00:00:00\",\"2019-07-05T00:00:00\",\"2019-07-08T00:00:00\",\"2019-07-09T00:00:00\",\"2019-07-10T00:00:00\",\"2019-07-11T00:00:00\",\"2019-07-12T00:00:00\",\"2019-07-15T00:00:00\",\"2019-07-16T00:00:00\",\"2019-07-17T00:00:00\",\"2019-07-18T00:00:00\",\"2019-07-19T00:00:00\",\"2019-07-22T00:00:00\",\"2019-07-23T00:00:00\",\"2019-07-24T00:00:00\",\"2019-07-25T00:00:00\",\"2019-07-26T00:00:00\",\"2019-07-29T00:00:00\",\"2019-07-30T00:00:00\",\"2019-07-31T00:00:00\",\"2019-08-01T00:00:00\",\"2019-08-02T00:00:00\",\"2019-08-05T00:00:00\",\"2019-08-06T00:00:00\",\"2019-08-07T00:00:00\",\"2019-08-08T00:00:00\",\"2019-08-09T00:00:00\",\"2019-08-12T00:00:00\",\"2019-08-13T00:00:00\",\"2019-08-14T00:00:00\",\"2019-08-15T00:00:00\",\"2019-08-16T00:00:00\",\"2019-08-19T00:00:00\",\"2019-08-20T00:00:00\",\"2019-08-21T00:00:00\",\"2019-08-22T00:00:00\",\"2019-08-23T00:00:00\",\"2019-08-26T00:00:00\",\"2019-08-27T00:00:00\",\"2019-08-28T00:00:00\",\"2019-08-29T00:00:00\",\"2019-08-30T00:00:00\",\"2019-09-03T00:00:00\",\"2019-09-04T00:00:00\",\"2019-09-05T00:00:00\",\"2019-09-06T00:00:00\",\"2019-09-09T00:00:00\",\"2019-09-10T00:00:00\",\"2019-09-11T00:00:00\",\"2019-09-12T00:00:00\",\"2019-09-13T00:00:00\",\"2019-09-16T00:00:00\",\"2019-09-17T00:00:00\",\"2019-09-18T00:00:00\",\"2019-09-19T00:00:00\",\"2019-09-20T00:00:00\",\"2019-09-23T00:00:00\",\"2019-09-24T00:00:00\",\"2019-09-25T00:00:00\",\"2019-09-26T00:00:00\",\"2019-09-27T00:00:00\",\"2019-09-30T00:00:00\",\"2019-10-01T00:00:00\",\"2019-10-02T00:00:00\",\"2019-10-03T00:00:00\",\"2019-10-04T00:00:00\",\"2019-10-07T00:00:00\",\"2019-10-08T00:00:00\",\"2019-10-09T00:00:00\",\"2019-10-10T00:00:00\",\"2019-10-11T00:00:00\",\"2019-10-14T00:00:00\",\"2019-10-15T00:00:00\",\"2019-10-16T00:00:00\",\"2019-10-17T00:00:00\",\"2019-10-18T00:00:00\",\"2019-10-21T00:00:00\",\"2019-10-22T00:00:00\",\"2019-10-23T00:00:00\",\"2019-10-24T00:00:00\",\"2019-10-25T00:00:00\",\"2019-10-28T00:00:00\",\"2019-10-29T00:00:00\",\"2019-10-30T00:00:00\",\"2019-10-31T00:00:00\",\"2019-11-01T00:00:00\",\"2019-11-04T00:00:00\",\"2019-11-05T00:00:00\",\"2019-11-06T00:00:00\",\"2019-11-07T00:00:00\",\"2019-11-08T00:00:00\",\"2019-11-11T00:00:00\",\"2019-11-12T00:00:00\",\"2019-11-13T00:00:00\",\"2019-11-14T00:00:00\",\"2019-11-15T00:00:00\",\"2019-11-18T00:00:00\",\"2019-11-19T00:00:00\",\"2019-11-20T00:00:00\",\"2019-11-21T00:00:00\",\"2019-11-22T00:00:00\",\"2019-11-25T00:00:00\",\"2019-11-26T00:00:00\",\"2019-11-27T00:00:00\",\"2019-11-29T00:00:00\",\"2019-12-02T00:00:00\",\"2019-12-03T00:00:00\",\"2019-12-04T00:00:00\",\"2019-12-05T00:00:00\",\"2019-12-06T00:00:00\",\"2019-12-09T00:00:00\",\"2019-12-10T00:00:00\",\"2019-12-11T00:00:00\",\"2019-12-12T00:00:00\",\"2019-12-13T00:00:00\",\"2019-12-16T00:00:00\",\"2019-12-17T00:00:00\",\"2019-12-18T00:00:00\",\"2019-12-19T00:00:00\",\"2019-12-20T00:00:00\",\"2019-12-23T00:00:00\",\"2019-12-24T00:00:00\",\"2019-12-26T00:00:00\",\"2019-12-27T00:00:00\",\"2019-12-30T00:00:00\",\"2019-12-31T00:00:00\",\"2020-01-02T00:00:00\",\"2020-01-03T00:00:00\",\"2020-01-06T00:00:00\",\"2020-01-07T00:00:00\",\"2020-01-08T00:00:00\",\"2020-01-09T00:00:00\",\"2020-01-10T00:00:00\",\"2020-01-13T00:00:00\",\"2020-01-14T00:00:00\",\"2020-01-15T00:00:00\",\"2020-01-16T00:00:00\",\"2020-01-17T00:00:00\",\"2020-01-21T00:00:00\",\"2020-01-22T00:00:00\",\"2020-01-23T00:00:00\",\"2020-01-24T00:00:00\",\"2020-01-27T00:00:00\",\"2020-01-28T00:00:00\",\"2020-01-29T00:00:00\",\"2020-01-30T00:00:00\",\"2020-01-31T00:00:00\",\"2020-02-03T00:00:00\",\"2020-02-04T00:00:00\",\"2020-02-05T00:00:00\",\"2020-02-06T00:00:00\",\"2020-02-07T00:00:00\",\"2020-02-10T00:00:00\",\"2020-02-11T00:00:00\",\"2020-02-12T00:00:00\",\"2020-02-13T00:00:00\",\"2020-02-14T00:00:00\",\"2020-02-18T00:00:00\",\"2020-02-19T00:00:00\",\"2020-02-20T00:00:00\",\"2020-02-21T00:00:00\",\"2020-02-24T00:00:00\",\"2020-02-25T00:00:00\",\"2020-02-26T00:00:00\",\"2020-02-27T00:00:00\",\"2020-02-28T00:00:00\",\"2020-03-02T00:00:00\",\"2020-03-03T00:00:00\",\"2020-03-04T00:00:00\",\"2020-03-05T00:00:00\",\"2020-03-06T00:00:00\",\"2020-03-09T00:00:00\",\"2020-03-10T00:00:00\",\"2020-03-11T00:00:00\",\"2020-03-12T00:00:00\",\"2020-03-13T00:00:00\",\"2020-03-16T00:00:00\",\"2020-03-17T00:00:00\",\"2020-03-18T00:00:00\",\"2020-03-19T00:00:00\",\"2020-03-20T00:00:00\",\"2020-03-23T00:00:00\",\"2020-03-24T00:00:00\",\"2020-03-25T00:00:00\",\"2020-03-26T00:00:00\",\"2020-03-27T00:00:00\",\"2020-03-30T00:00:00\",\"2020-03-31T00:00:00\",\"2020-04-01T00:00:00\",\"2020-04-02T00:00:00\",\"2020-04-03T00:00:00\",\"2020-04-06T00:00:00\",\"2020-04-07T00:00:00\",\"2020-04-08T00:00:00\",\"2020-04-09T00:00:00\",\"2020-04-13T00:00:00\",\"2020-04-14T00:00:00\",\"2020-04-15T00:00:00\",\"2020-04-16T00:00:00\",\"2020-04-17T00:00:00\",\"2020-04-20T00:00:00\",\"2020-04-21T00:00:00\",\"2020-04-22T00:00:00\",\"2020-04-23T00:00:00\",\"2020-04-24T00:00:00\",\"2020-04-27T00:00:00\",\"2020-04-28T00:00:00\",\"2020-04-29T00:00:00\",\"2020-04-30T00:00:00\",\"2020-05-01T00:00:00\",\"2020-05-04T00:00:00\",\"2020-05-05T00:00:00\",\"2020-05-06T00:00:00\",\"2020-05-07T00:00:00\",\"2020-05-08T00:00:00\",\"2020-05-11T00:00:00\",\"2020-05-12T00:00:00\",\"2020-05-13T00:00:00\",\"2020-05-14T00:00:00\",\"2020-05-15T00:00:00\",\"2020-05-18T00:00:00\",\"2020-05-19T00:00:00\",\"2020-05-20T00:00:00\",\"2020-05-21T00:00:00\",\"2020-05-22T00:00:00\",\"2020-05-26T00:00:00\",\"2020-05-27T00:00:00\",\"2020-05-28T00:00:00\",\"2020-05-29T00:00:00\",\"2020-06-01T00:00:00\",\"2020-06-02T00:00:00\",\"2020-06-03T00:00:00\",\"2020-06-04T00:00:00\",\"2020-06-05T00:00:00\",\"2020-06-08T00:00:00\",\"2020-06-09T00:00:00\",\"2020-06-10T00:00:00\",\"2020-06-11T00:00:00\",\"2020-06-12T00:00:00\",\"2020-06-15T00:00:00\",\"2020-06-16T00:00:00\",\"2020-06-17T00:00:00\",\"2020-06-18T00:00:00\",\"2020-06-19T00:00:00\",\"2020-06-22T00:00:00\",\"2020-06-23T00:00:00\",\"2020-06-24T00:00:00\",\"2020-06-25T00:00:00\",\"2020-06-26T00:00:00\",\"2020-06-29T00:00:00\",\"2020-06-30T00:00:00\",\"2020-07-01T00:00:00\",\"2020-07-02T00:00:00\",\"2020-07-06T00:00:00\",\"2020-07-07T00:00:00\",\"2020-07-08T00:00:00\",\"2020-07-09T00:00:00\",\"2020-07-10T00:00:00\",\"2020-07-13T00:00:00\",\"2020-07-14T00:00:00\",\"2020-07-15T00:00:00\",\"2020-07-16T00:00:00\",\"2020-07-17T00:00:00\",\"2020-07-20T00:00:00\",\"2020-07-21T00:00:00\",\"2020-07-22T00:00:00\",\"2020-07-23T00:00:00\",\"2020-07-24T00:00:00\",\"2020-07-27T00:00:00\",\"2020-07-28T00:00:00\",\"2020-07-29T00:00:00\",\"2020-07-30T00:00:00\",\"2020-07-31T00:00:00\",\"2020-08-03T00:00:00\",\"2020-08-04T00:00:00\",\"2020-08-05T00:00:00\",\"2020-08-06T00:00:00\",\"2020-08-07T00:00:00\",\"2020-08-10T00:00:00\",\"2020-08-11T00:00:00\",\"2020-08-12T00:00:00\",\"2020-08-13T00:00:00\",\"2020-08-14T00:00:00\",\"2020-08-17T00:00:00\",\"2020-08-18T00:00:00\",\"2020-08-19T00:00:00\",\"2020-08-20T00:00:00\",\"2020-08-21T00:00:00\",\"2020-08-24T00:00:00\",\"2020-08-25T00:00:00\",\"2020-08-26T00:00:00\",\"2020-08-27T00:00:00\",\"2020-08-28T00:00:00\",\"2020-08-31T00:00:00\",\"2020-09-01T00:00:00\",\"2020-09-02T00:00:00\",\"2020-09-03T00:00:00\",\"2020-09-04T00:00:00\",\"2020-09-08T00:00:00\",\"2020-09-09T00:00:00\",\"2020-09-10T00:00:00\",\"2020-09-11T00:00:00\",\"2020-09-14T00:00:00\",\"2020-09-15T00:00:00\",\"2020-09-16T00:00:00\",\"2020-09-17T00:00:00\",\"2020-09-18T00:00:00\",\"2020-09-21T00:00:00\",\"2020-09-22T00:00:00\",\"2020-09-23T00:00:00\",\"2020-09-24T00:00:00\",\"2020-09-25T00:00:00\",\"2020-09-28T00:00:00\",\"2020-09-29T00:00:00\",\"2020-09-30T00:00:00\",\"2020-10-01T00:00:00\",\"2020-10-02T00:00:00\",\"2020-10-05T00:00:00\",\"2020-10-06T00:00:00\",\"2020-10-07T00:00:00\",\"2020-10-08T00:00:00\",\"2020-10-09T00:00:00\",\"2020-10-12T00:00:00\",\"2020-10-13T00:00:00\",\"2020-10-14T00:00:00\",\"2020-10-15T00:00:00\",\"2020-10-16T00:00:00\",\"2020-10-19T00:00:00\",\"2020-10-20T00:00:00\",\"2020-10-21T00:00:00\",\"2020-10-22T00:00:00\",\"2020-10-23T00:00:00\",\"2020-10-26T00:00:00\",\"2020-10-27T00:00:00\",\"2020-10-28T00:00:00\",\"2020-10-29T00:00:00\",\"2020-10-30T00:00:00\",\"2020-11-02T00:00:00\",\"2020-11-03T00:00:00\",\"2020-11-04T00:00:00\",\"2020-11-05T00:00:00\",\"2020-11-06T00:00:00\",\"2020-11-09T00:00:00\",\"2020-11-10T00:00:00\",\"2020-11-11T00:00:00\",\"2020-11-12T00:00:00\",\"2020-11-13T00:00:00\",\"2020-11-16T00:00:00\",\"2020-11-17T00:00:00\",\"2020-11-18T00:00:00\",\"2020-11-19T00:00:00\",\"2020-11-20T00:00:00\",\"2020-11-23T00:00:00\",\"2020-11-24T00:00:00\",\"2020-11-25T00:00:00\",\"2020-11-27T00:00:00\",\"2020-11-30T00:00:00\",\"2020-12-01T00:00:00\",\"2020-12-02T00:00:00\",\"2020-12-03T00:00:00\",\"2020-12-04T00:00:00\",\"2020-12-07T00:00:00\",\"2020-12-08T00:00:00\",\"2020-12-09T00:00:00\",\"2020-12-10T00:00:00\",\"2020-12-11T00:00:00\",\"2020-12-14T00:00:00\",\"2020-12-15T00:00:00\",\"2020-12-16T00:00:00\",\"2020-12-17T00:00:00\",\"2020-12-18T00:00:00\",\"2020-12-21T00:00:00\",\"2020-12-22T00:00:00\",\"2020-12-23T00:00:00\",\"2020-12-24T00:00:00\",\"2020-12-28T00:00:00\",\"2020-12-29T00:00:00\",\"2020-12-30T00:00:00\",\"2020-12-31T00:00:00\",\"2021-01-04T00:00:00\",\"2021-01-05T00:00:00\",\"2021-01-06T00:00:00\",\"2021-01-07T00:00:00\",\"2021-01-08T00:00:00\",\"2021-01-11T00:00:00\",\"2021-01-12T00:00:00\",\"2021-01-13T00:00:00\",\"2021-01-14T00:00:00\",\"2021-01-15T00:00:00\",\"2021-01-19T00:00:00\",\"2021-01-20T00:00:00\",\"2021-01-21T00:00:00\",\"2021-01-22T00:00:00\",\"2021-01-25T00:00:00\",\"2021-01-26T00:00:00\",\"2021-01-27T00:00:00\",\"2021-01-28T00:00:00\",\"2021-01-29T00:00:00\",\"2021-02-01T00:00:00\",\"2021-02-02T00:00:00\",\"2021-02-03T00:00:00\",\"2021-02-04T00:00:00\",\"2021-02-05T00:00:00\",\"2021-02-08T00:00:00\",\"2021-02-09T00:00:00\",\"2021-02-10T00:00:00\",\"2021-02-11T00:00:00\",\"2021-02-12T00:00:00\",\"2021-02-16T00:00:00\",\"2021-02-17T00:00:00\",\"2021-02-18T00:00:00\",\"2021-02-19T00:00:00\",\"2021-02-22T00:00:00\",\"2021-02-23T00:00:00\",\"2021-02-24T00:00:00\",\"2021-02-25T00:00:00\",\"2021-02-26T00:00:00\",\"2021-03-01T00:00:00\",\"2021-03-02T00:00:00\",\"2021-03-03T00:00:00\",\"2021-03-04T00:00:00\",\"2021-03-05T00:00:00\",\"2021-03-08T00:00:00\",\"2021-03-09T00:00:00\",\"2021-03-10T00:00:00\",\"2021-03-11T00:00:00\",\"2021-03-12T00:00:00\",\"2021-03-15T00:00:00\",\"2021-03-16T00:00:00\",\"2021-03-17T00:00:00\",\"2021-03-18T00:00:00\",\"2021-03-19T00:00:00\",\"2021-03-22T00:00:00\",\"2021-03-23T00:00:00\",\"2021-03-24T00:00:00\",\"2021-03-25T00:00:00\",\"2021-03-26T00:00:00\",\"2021-03-29T00:00:00\",\"2021-03-30T00:00:00\",\"2021-03-31T00:00:00\",\"2021-04-01T00:00:00\",\"2021-04-05T00:00:00\",\"2021-04-06T00:00:00\",\"2021-04-07T00:00:00\",\"2021-04-08T00:00:00\",\"2021-04-09T00:00:00\",\"2021-04-12T00:00:00\",\"2021-04-13T00:00:00\",\"2021-04-14T00:00:00\",\"2021-04-15T00:00:00\",\"2021-04-16T00:00:00\",\"2021-04-19T00:00:00\",\"2021-04-20T00:00:00\",\"2021-04-21T00:00:00\",\"2021-04-22T00:00:00\",\"2021-04-23T00:00:00\",\"2021-04-26T00:00:00\",\"2021-04-27T00:00:00\",\"2021-04-28T00:00:00\",\"2021-04-29T00:00:00\",\"2021-04-30T00:00:00\",\"2021-05-03T00:00:00\",\"2021-05-04T00:00:00\",\"2021-05-05T00:00:00\",\"2021-05-06T00:00:00\",\"2021-05-07T00:00:00\",\"2021-05-10T00:00:00\",\"2021-05-11T00:00:00\",\"2021-05-12T00:00:00\",\"2021-05-13T00:00:00\",\"2021-05-14T00:00:00\",\"2021-05-17T00:00:00\",\"2021-05-18T00:00:00\",\"2021-05-19T00:00:00\",\"2021-05-20T00:00:00\",\"2021-05-21T00:00:00\",\"2021-05-24T00:00:00\",\"2021-05-25T00:00:00\",\"2021-05-26T00:00:00\",\"2021-05-27T00:00:00\",\"2021-05-28T00:00:00\",\"2021-06-01T00:00:00\",\"2021-06-02T00:00:00\",\"2021-06-03T00:00:00\",\"2021-06-04T00:00:00\",\"2021-06-07T00:00:00\",\"2021-06-08T00:00:00\",\"2021-06-09T00:00:00\",\"2021-06-10T00:00:00\",\"2021-06-11T00:00:00\",\"2021-06-14T00:00:00\",\"2021-06-15T00:00:00\",\"2021-06-16T00:00:00\",\"2021-06-17T00:00:00\",\"2021-06-18T00:00:00\",\"2021-06-21T00:00:00\",\"2021-06-22T00:00:00\",\"2021-06-23T00:00:00\",\"2021-06-24T00:00:00\",\"2021-06-25T00:00:00\",\"2021-06-28T00:00:00\",\"2021-06-29T00:00:00\",\"2021-06-30T00:00:00\",\"2021-07-01T00:00:00\",\"2021-07-02T00:00:00\",\"2021-07-06T00:00:00\",\"2021-07-07T00:00:00\",\"2021-07-08T00:00:00\",\"2021-07-09T00:00:00\",\"2021-07-12T00:00:00\",\"2021-07-13T00:00:00\",\"2021-07-14T00:00:00\",\"2021-07-15T00:00:00\",\"2021-07-16T00:00:00\",\"2021-07-19T00:00:00\",\"2021-07-20T00:00:00\",\"2021-07-21T00:00:00\",\"2021-07-22T00:00:00\",\"2021-07-23T00:00:00\",\"2021-07-26T00:00:00\",\"2021-07-27T00:00:00\",\"2021-07-28T00:00:00\",\"2021-07-29T00:00:00\",\"2021-07-30T00:00:00\",\"2021-08-02T00:00:00\",\"2021-08-03T00:00:00\",\"2021-08-04T00:00:00\",\"2021-08-05T00:00:00\",\"2021-08-06T00:00:00\",\"2021-08-09T00:00:00\",\"2021-08-10T00:00:00\",\"2021-08-11T00:00:00\",\"2021-08-12T00:00:00\",\"2021-08-13T00:00:00\",\"2021-08-16T00:00:00\",\"2021-08-17T00:00:00\",\"2021-08-18T00:00:00\",\"2021-08-19T00:00:00\",\"2021-08-20T00:00:00\",\"2021-08-23T00:00:00\",\"2021-08-24T00:00:00\",\"2021-08-25T00:00:00\",\"2021-08-26T00:00:00\",\"2021-08-27T00:00:00\",\"2021-08-30T00:00:00\",\"2021-08-31T00:00:00\",\"2021-09-01T00:00:00\",\"2021-09-02T00:00:00\",\"2021-09-03T00:00:00\",\"2021-09-07T00:00:00\",\"2021-09-08T00:00:00\",\"2021-09-09T00:00:00\",\"2021-09-10T00:00:00\",\"2021-09-13T00:00:00\",\"2021-09-14T00:00:00\",\"2021-09-15T00:00:00\",\"2021-09-16T00:00:00\",\"2021-09-17T00:00:00\",\"2021-09-20T00:00:00\",\"2021-09-21T00:00:00\",\"2021-09-22T00:00:00\",\"2021-09-23T00:00:00\",\"2021-09-24T00:00:00\",\"2021-09-27T00:00:00\",\"2021-09-28T00:00:00\",\"2021-09-29T00:00:00\",\"2021-09-30T00:00:00\",\"2021-10-01T00:00:00\",\"2021-10-04T00:00:00\",\"2021-10-05T00:00:00\",\"2021-10-06T00:00:00\",\"2021-10-07T00:00:00\",\"2021-10-08T00:00:00\",\"2021-10-11T00:00:00\",\"2021-10-12T00:00:00\",\"2021-10-13T00:00:00\",\"2021-10-14T00:00:00\",\"2021-10-15T00:00:00\",\"2021-10-18T00:00:00\",\"2021-10-19T00:00:00\",\"2021-10-20T00:00:00\",\"2021-10-21T00:00:00\",\"2021-10-22T00:00:00\",\"2021-10-25T00:00:00\",\"2021-10-26T00:00:00\",\"2021-10-27T00:00:00\",\"2021-10-28T00:00:00\",\"2021-10-29T00:00:00\",\"2021-11-01T00:00:00\",\"2021-11-02T00:00:00\",\"2021-11-03T00:00:00\",\"2021-11-04T00:00:00\",\"2021-11-05T00:00:00\",\"2021-11-08T00:00:00\",\"2021-11-09T00:00:00\",\"2021-11-10T00:00:00\",\"2021-11-11T00:00:00\",\"2021-11-12T00:00:00\",\"2021-11-15T00:00:00\",\"2021-11-16T00:00:00\",\"2021-11-17T00:00:00\",\"2021-11-18T00:00:00\",\"2021-11-19T00:00:00\",\"2021-11-22T00:00:00\",\"2021-11-23T00:00:00\",\"2021-11-24T00:00:00\",\"2021-11-26T00:00:00\",\"2021-11-29T00:00:00\",\"2021-11-30T00:00:00\",\"2021-12-01T00:00:00\",\"2021-12-02T00:00:00\",\"2021-12-03T00:00:00\",\"2021-12-06T00:00:00\",\"2021-12-07T00:00:00\",\"2021-12-08T00:00:00\",\"2021-12-09T00:00:00\",\"2021-12-10T00:00:00\",\"2021-12-13T00:00:00\",\"2021-12-14T00:00:00\",\"2021-12-15T00:00:00\",\"2021-12-16T00:00:00\",\"2021-12-17T00:00:00\",\"2021-12-20T00:00:00\",\"2021-12-21T00:00:00\",\"2021-12-22T00:00:00\",\"2021-12-23T00:00:00\",\"2021-12-27T00:00:00\",\"2021-12-28T00:00:00\",\"2021-12-29T00:00:00\",\"2021-12-30T00:00:00\",\"2021-12-31T00:00:00\",\"2022-01-03T00:00:00\",\"2022-01-04T00:00:00\",\"2022-01-05T00:00:00\",\"2022-01-06T00:00:00\",\"2022-01-07T00:00:00\",\"2022-01-10T00:00:00\",\"2022-01-11T00:00:00\",\"2022-01-12T00:00:00\",\"2022-01-13T00:00:00\",\"2022-01-14T00:00:00\",\"2022-01-18T00:00:00\",\"2022-01-19T00:00:00\",\"2022-01-20T00:00:00\",\"2022-01-21T00:00:00\",\"2022-01-24T00:00:00\",\"2022-01-25T00:00:00\",\"2022-01-26T00:00:00\",\"2022-01-27T00:00:00\",\"2022-01-28T00:00:00\",\"2022-01-31T00:00:00\",\"2022-02-01T00:00:00\",\"2022-02-02T00:00:00\",\"2022-02-03T00:00:00\",\"2022-02-04T00:00:00\"],\"y\":[254.259995,265.720001,264.559998,250.100006,249.470001,257.950012,258.269989,266.0,280.269989,278.519989,278.549988,281.040009,278.140015,285.929993,294.160004,290.609985,291.380005,290.390015,301.049988,315.0,325.220001,321.160004,317.0,331.440002,321.299988,315.880005,321.549988,321.089996,318.450012,313.480011,317.5,316.480011,306.700012,300.940002,320.350006,300.690002,285.769989,295.350006,280.290009,283.670013,288.940002,293.970001,288.850006,289.929993,298.070007,303.670013,309.25,311.649994,307.779999,336.059998,334.519989,332.700012,327.769989,318.690002,307.019989,305.76001,313.980011,311.76001,312.459991,313.299988,313.359985,311.690002,320.089996,326.26001,326.890015,330.299988,329.600006,326.459991,328.529999,326.130005,328.190002,325.220001,324.179993,331.820007,331.619995,344.720001,349.290009,351.290009,349.730011,353.540009,351.600006,359.929993,361.809998,365.799988,367.450012,361.399994,360.570007,361.450012,363.829987,379.929993,392.869995,391.980011,390.399994,404.980011,416.76001,415.440002,411.089996,384.480011,399.390015,390.390015,395.420013,391.429993,398.179993,390.519989,398.390015,408.25,418.970001,415.630005,418.649994,413.5,395.799988,400.480011,379.480011,375.130005,364.230011,361.049988,362.660004,357.320007,362.869995,363.089996,355.209991,334.959991,337.450012,338.380005,344.5,343.089996,350.920013,351.829987,347.609985,349.359985,345.869995,341.309998,337.48999,326.399994,322.440002,316.779999,327.730011,338.019989,344.440002,339.170013,358.820007,364.579987,368.48999,368.040009,370.980011,367.679993,363.600006,341.179993,346.459991,348.679993,348.410004,355.929993,369.950012,368.149994,364.559998,350.350006,367.649994,366.959991,365.359985,361.190002,369.609985,369.429993,377.880005,380.709991,374.130005,381.429993,377.140015,377.049988,363.649994,351.350006,349.100006,355.709991,325.890015,321.100006,339.559998,333.130005,346.399994,364.700012,346.709991,332.670013,329.540009,333.160004,301.829987,312.869995,299.829987,284.839996,285.809998,301.779999,317.380005,309.100006,315.440002,310.839996,327.5,317.920013,303.470001,294.070007,294.399994,286.730011,290.059998,286.209991,270.600006,266.980011,262.130005,258.820007,261.429993,266.630005,282.649994,288.75,286.130005,290.299988,275.329987,282.880005,265.140015,269.700012,265.320007,274.880005,276.019989,266.839996,262.799988,270.940002,266.769989,260.579987,246.389999,233.880005,253.669998,255.570007,256.079987,267.660004,267.660004,271.200012,297.570007,315.339996,320.269989,319.959991,324.660004,337.589996,332.940002,354.640015,351.390015,353.190002,339.100006,325.160004,321.98999,326.670013,338.049988,335.660004,328.899994,340.660004,339.5,339.850006,351.339996,355.809998,352.190002,344.709991,347.570007,345.730011,359.970001,351.769989,359.070007,356.869995,361.920013,359.910004,356.970001,363.019989,363.910004,364.970001,362.869995,358.100006,357.320007,351.040009,354.299988,359.609985,352.600006,349.600006,358.859985,356.269989,361.209991,358.820007,361.459991,363.440002,358.779999,375.220001,377.869995,361.01001,366.230011,359.970001,353.369995,354.609985,356.559998,366.959991,367.720001,369.75,367.880005,365.48999,361.410004,364.709991,363.920013,367.649994,351.140015,348.869995,359.459991,354.73999,360.350006,377.339996,381.890015,374.230011,368.329987,374.850006,371.829987,370.540009,378.809998,379.059998,385.029999,378.670013,370.459991,364.369995,362.75,361.040009,345.26001,345.609985,354.98999,359.309998,354.450012,348.109985,354.269989,359.730011,352.209991,354.390015,355.059998,349.190002,351.850006,343.279999,336.630005,353.399994,355.730011,357.130005,360.869995,352.01001,351.269989,345.559998,343.429993,339.730011,350.619995,357.119995,363.519989,365.209991,369.209991,371.040009,360.299988,362.200012,370.019989,367.320007,374.600006,375.429993,381.720001,380.549988,376.160004,379.929993,381.0,379.5,373.25,366.600006,365.98999,362.440002,325.209991,315.100006,310.619995,307.299988,317.940002,326.459991,335.779999,332.700012,325.929993,322.98999,319.5,318.829987,307.630005,310.100006,304.290009,315.899994,308.929993,310.829987,312.279999,299.109985,295.76001,302.799988,309.380005,298.98999,297.809998,296.929993,291.440002,294.980011,291.029999,291.769989,296.779999,293.75,289.290009,291.519989,293.25,290.170013,294.339996,287.98999,288.269989,288.859985,294.149994,294.290009,298.600006,291.559998,286.600006,270.75,265.920013,254.589996,264.75,263.309998,263.079987,267.619995,269.579987,268.029999,268.149994,272.790009,274.459991,270.720001,267.529999,280.480011,282.929993,285.529999,284.25,286.279999,293.350006,275.299988,278.049988,266.690002,271.269989,271.5,276.820007,281.859985,281.209991,291.450012,287.410004,286.809998,292.859985,288.029999,288.589996,289.570007,291.570007,294.179993,292.01001,283.109985,289.619995,295.029999,302.570007,302.600006,305.160004,311.690002,310.480011,315.549988,312.48999,315.929993,314.660004,309.98999,306.160004,304.320007,302.859985,307.350006,302.5,293.119995,298.929993,298.440002,298.5,304.209991,315.480011,320.799988,332.220001,336.899994,333.100006,333.200012,332.630005,329.089996,323.309998,323.570007,329.809998,325.899994,335.829987,330.75,339.26001,335.660004,329.049988,338.920013,338.690002,339.070007,338.619995,339.670013,338.109985,326.0,349.600006,353.160004,342.880005,348.519989,343.160004,347.73999,345.089996,358.0,369.01001,369.670013,366.950012,366.769989,371.070007,373.690002,380.01001,381.399994,380.399994,387.779999,386.190002,386.0,380.070007,368.700012,360.089996,379.23999,371.709991,369.029999,381.049988,368.769989,383.790009,372.779999,368.970001,346.48999,364.130005,349.920013,315.25,336.299988,298.839996,319.75,315.470001,332.029999,332.829987,360.269989,357.320007,342.390015,362.98999,357.119995,370.959991,375.5,364.079987,370.079987,361.76001,379.959991,372.279999,371.119995,370.720001,396.720001,413.549988,426.75,439.170013,422.959991,437.48999,433.829987,421.420013,426.700012,424.98999,421.380005,403.829987,411.890015,419.850006,415.269989,428.149994,424.679993,434.26001,436.529999,435.549988,440.519989,431.820007,438.269989,441.950012,454.190002,452.579987,451.040009,447.670013,436.25,429.320007,414.769989,419.890015,413.440002,419.730011,425.920013,427.309998,421.970001,414.329987,419.600006,419.48999,434.049988,434.480011,425.559998,418.070007,425.5,436.130005,447.769989,449.869995,453.720001,468.040009,466.26001,457.850006,465.910004,443.399994,447.23999,455.040009,485.640015,476.890015,493.809998,493.160004,502.779999,507.76001,548.72998,525.5,524.880005,523.26001,527.390015,492.98999,502.410004,490.100006,489.820007,477.579987,480.450012,495.649994,488.51001,484.480011,485.799988,488.880005,498.619995,509.640015,502.109985,509.079987,494.730011,483.380005,466.929993,475.470001,481.329987,482.679993,482.350006,491.869995,484.529999,497.899994,492.309998,488.809998,490.579987,547.530029,526.27002,523.890015,529.559998,556.549988,552.840027,525.75,516.049988,507.019989,500.190002,480.670013,482.029999,476.26001,495.98999,483.859985,470.200012,469.959991,487.350006,491.170013,470.609985,473.079987,482.880005,490.649994,493.480011,500.029999,527.51001,503.059998,520.650024,505.869995,534.659973,531.789978,539.440002,539.809998,554.090027,541.450012,541.940002,530.789978,530.719971,525.419983,489.049988,485.230011,488.279999,488.23999,488.929993,486.23999,504.209991,475.73999,484.119995,487.220001,496.950012,513.76001,514.72998,470.5,480.23999,490.76001,486.769989,482.839996,479.100006,480.630005,481.790009,484.670013,488.23999,476.619995,482.880005,485.0,491.359985,490.700012,504.579987,503.380005,497.519989,498.309998,515.780029,512.659973,493.600006,501.089996,503.220001,522.419983,519.780029,524.830017,532.900024,534.450012,528.909973,527.330017,514.47998,513.969971,519.119995,530.869995,524.590027,540.72998,522.859985,520.799988,500.48999,508.890015,510.399994,499.100006,494.25,507.790009,500.859985,497.980011,501.769989,586.340027,579.840027,565.169983,556.780029,561.929993,523.280029,538.599976,532.390015,539.039978,548.159973,539.450012,552.159973,550.789978,547.919983,559.070007,563.590027,557.590027,556.52002,557.280029,551.340027,548.219971,540.219971,533.780029,546.150024,553.409973,546.700012,538.849976,550.640015,547.820007,520.700012,511.290009,516.390015,493.329987,506.440002,504.540009,523.059998,518.02002,520.25,524.030029,524.440002,504.790009,512.179993,523.109985,535.090027,520.809998,502.859985,508.049988,513.950012,513.390015,521.659973,539.419983,540.669983,544.530029,546.98999,554.580017,555.309998,552.780029,553.72998,540.02002,549.219971,546.539978,554.440002,549.570007,508.899994,508.779999,505.549988,510.299988,505.549988,506.519989,509.0,513.469971,509.109985,503.179993,496.079987,499.549988,503.839996,486.690002,495.079987,484.980011,486.660004,493.369995,488.940002,486.279999,487.700012,501.670013,497.890015,502.899994,501.339996,502.359985,503.859985,502.809998,499.079987,499.23999,489.429993,494.73999,494.660004,492.390015,485.809998,487.269989,488.769989,499.890015,491.899994,492.410004,498.339996,500.769989,497.0,508.820007,512.73999,518.059998,527.070007,533.030029,533.5,528.210022,533.539978,533.97998,541.640015,535.960022,530.76001,535.97998,537.309998,540.679993,547.950012,542.950012,530.309998,532.280029,531.049988,513.630005,511.769989,515.409973,516.48999,518.909973,519.299988,514.25,517.570007,515.150024,510.820007,517.349976,524.890015,520.549988,519.969971,515.840027,512.400024,510.720001,515.919983,517.919983,518.909973,521.869995,543.710022,546.880005,553.330017,553.409973,547.580017,550.119995,558.919983,566.179993,569.190002,582.070007,588.549988,590.530029,606.710022,606.049988,597.539978,598.719971,589.289978,577.76001,582.869995,586.5,589.349976,575.429993,573.140015,590.650024,593.26001,592.390015,592.640015,583.849976,599.059998,610.340027,613.150024,603.349976,634.809998,639.099976,631.849976,632.659973,627.039978,624.940002,629.76001,633.799988,628.289978,637.969971,639.0,625.140015,653.159973,664.780029,671.659973,668.52002,662.919983,674.049988,690.309998,681.169983,677.719971,688.289978,668.400024,645.719971,651.450012,655.98999,646.909973,657.580017,682.609985,679.330017,687.400024,691.690002,682.02002,678.799988,659.200012,654.059998,658.289978,665.640015,663.840027,641.900024,617.77002,616.469971,602.130005,612.690002,625.580017,628.080017,611.0,611.659973,604.559998,597.98999,605.039978,591.059998,586.72998,593.73999,604.919983,614.23999,614.090027,613.119995,610.710022,610.539978,612.090027,602.440002,597.369995,591.150024,567.52002,553.289978,541.059998,539.849976,540.840027,537.219971,519.200012,525.690002,510.799988,515.859985,508.25,397.5,387.149994,366.420013,359.700012,386.700012,384.359985,427.140015,457.130005,429.480011,405.600006,410.170013],\"type\":\"scatter\"}],                        {\"template\":{\"data\":{\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"choropleth\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"contourcarpet\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"contour\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmapgl\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmap\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2dcontour\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2d\"}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattermapbox\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolargl\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolar\"}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"ternary\":{\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2}}},\"title\":{\"text\":\"Stock Prices of given stock\"},\"xaxis\":{\"title\":{\"font\":{\"color\":\"#7f7f7f\",\"family\":\"Courier New, monospace\",\"size\":18},\"text\":\"Date\"}},\"yaxis\":{\"title\":{\"font\":{\"color\":\"#7f7f7f\",\"family\":\"Courier New, monospace\",\"size\":18},\"text\":\"Price\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('9e061782-4955-4f91-856c-9b1d0855c866');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# X, y = stock['Date'], stock['Close']\n",
    "# plt.xticks(rotation=45)\n",
    "# plt.plot(X, y, '#1fd655')\n",
    "\n",
    "iplot(plot)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "90f05890",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Building regression model\n",
    "from sklearn.model_selection import train_test_split\n",
    "\n",
    "#for preprocessing\n",
    "from sklearn.preprocessing import MinMaxScaler\n",
    "from sklearn.preprocessing import StandardScaler\n",
    "\n",
    "# For model evaluation\n",
    "from sklearn.metrics import mean_squared_error as mse\n",
    "from sklearn.metrics import r2_score"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "eb1e0d2b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Splitting the data into train and test sets\n",
    "X = np.array(stock.index).reshape(-1, 1)\n",
    "Y = stock['Close']\n",
    "X_train, X_test, Y_train, Y_test = train_test_split(X, Y, test_size=0.2, random_state=101)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "4c07e197",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Feature Scaling\n",
    "scaler = StandardScaler().fit(X_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "6705c953",
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.linear_model import LinearRegression"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "3aeca73f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>#sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>LinearRegression()</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" checked><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">LinearRegression</label><div class=\"sk-toggleable__content\"><pre>LinearRegression()</pre></div></div></div></div></div>"
      ],
      "text/plain": [
       "LinearRegression()"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Creating a linear model\n",
    "lm = LinearRegression()\n",
    "lm.fit(X_train, Y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "b25b7def",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Plotting actual and predicted values for train dataset\n",
    "\n",
    "trace0 = go.Scatter(\n",
    "     x = X_train.T[0],\n",
    "     y = Y_train,\n",
    "  mode = 'markers',\n",
    "  name = 'Actual')\n",
    "\n",
    "trace1 = go.Scatter(\n",
    "     x = X_train.T[0],\n",
    "     y = lm.predict(X_train).T,\n",
    "  mode = 'lines',\n",
    "  name = 'Predicted')\n",
    "\n",
    "stock_data = [trace0, trace1]\n",
    "layout.xaxis.title.text = 'Day'\n",
    "plot2 = go.Figure(data=stock_data, layout=layout)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "bc4828cb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": false
       },
       "data": [
        {
         "mode": "markers",
         "name": "Actual",
         "type": "scatter",
         "x": [
          363,
          800,
          725,
          786,
          157,
          448,
          323,
          861,
          682,
          984,
          187,
          191,
          246,
          9,
          982,
          620,
          491,
          179,
          186,
          509,
          479,
          256,
          772,
          304,
          489,
          476,
          931,
          841,
          104,
          298,
          33,
          161,
          373,
          787,
          543,
          858,
          421,
          641,
          318,
          548,
          947,
          174,
          464,
          729,
          141,
          12,
          228,
          434,
          934,
          493,
          407,
          172,
          833,
          718,
          205,
          291,
          1007,
          331,
          996,
          184,
          563,
          118,
          677,
          134,
          483,
          495,
          607,
          918,
          481,
          77,
          154,
          895,
          859,
          988,
          722,
          81,
          763,
          803,
          410,
          979,
          547,
          613,
          969,
          319,
          260,
          432,
          901,
          408,
          202,
          728,
          113,
          900,
          555,
          27,
          726,
          785,
          941,
          830,
          399,
          864,
          746,
          290,
          167,
          949,
          835,
          885,
          965,
          536,
          183,
          517,
          126,
          227,
          687,
          148,
          932,
          668,
          1006,
          439,
          288,
          939,
          612,
          585,
          567,
          723,
          84,
          24,
          514,
          637,
          352,
          616,
          818,
          734,
          89,
          252,
          196,
          927,
          83,
          258,
          761,
          534,
          413,
          360,
          690,
          471,
          467,
          568,
          268,
          636,
          739,
          701,
          2,
          375,
          783,
          195,
          445,
          257,
          39,
          234,
          688,
          446,
          321,
          595,
          768,
          510,
          468,
          322,
          910,
          266,
          65,
          530,
          64,
          890,
          388,
          981,
          188,
          29,
          689,
          886,
          614,
          774,
          884,
          670,
          473,
          279,
          857,
          648,
          18,
          525,
          4,
          442,
          642,
          34,
          69,
          738,
          60,
          326,
          933,
          306,
          528,
          130,
          731,
          48,
          846,
          146,
          15,
          406,
          887,
          806,
          435,
          691,
          365,
          497,
          72,
          717,
          605,
          361,
          58,
          37,
          916,
          721,
          80,
          714,
          248,
          354,
          766,
          233,
          950,
          423,
          62,
          513,
          213,
          111,
          778,
          482,
          799,
          961,
          338,
          538,
          695,
          651,
          314,
          216,
          562,
          500,
          874,
          295,
          824,
          392,
          86,
          805,
          942,
          198,
          736,
          938,
          730,
          212,
          777,
          339,
          176,
          53,
          117,
          206,
          994,
          328,
          124,
          655,
          38,
          272,
          533,
          627,
          424,
          1008,
          586,
          501,
          681,
          353,
          808,
          120,
          989,
          466,
          173,
          293,
          624,
          41,
          63,
          164,
          661,
          131,
          54,
          458,
          308,
          819,
          748,
          155,
          175,
          845,
          707,
          999,
          261,
          265,
          66,
          565,
          263,
          577,
          475,
          160,
          259,
          877,
          332,
          433,
          438,
          428,
          749,
          907,
          474,
          940,
          485,
          364,
          713,
          278,
          178,
          720,
          945,
          975,
          57,
          780,
          159,
          762,
          935,
          645,
          583,
          598,
          621,
          715,
          317,
          255,
          669,
          603,
          551,
          447,
          385,
          19,
          351,
          342,
          754,
          666,
          156,
          597,
          345,
          823,
          282,
          301,
          856,
          286,
          633,
          752,
          450,
          165,
          312,
          753,
          472,
          372,
          414,
          604,
          166,
          930,
          324,
          283,
          929,
          879,
          181,
          78,
          782,
          382,
          875,
          427,
          95,
          897,
          349,
          812,
          755,
          652,
          170,
          527,
          844,
          91,
          683,
          784,
          920,
          492,
          581,
          756,
          200,
          876,
          553,
          70,
          791,
          43,
          292,
          199,
          660,
          742,
          426,
          296,
          143,
          952,
          133,
          948,
          853,
          51,
          44,
          775,
          767,
          315,
          243,
          1005,
          411,
          631,
          873,
          504,
          193,
          222,
          719,
          220,
          271,
          13,
          431,
          630,
          866,
          211,
          17,
          153,
          826,
          843,
          14,
          73,
          955,
          807,
          443,
          706,
          716,
          93,
          792,
          344,
          802,
          995,
          926,
          215,
          521,
          396,
          387,
          480,
          150,
          967,
          511,
          297,
          152,
          798,
          302,
          724,
          494,
          919,
          1003,
          781,
          169,
          415,
          891,
          608,
          45,
          409,
          744,
          112,
          398,
          602,
          277,
          972,
          496,
          590,
          380,
          679,
          437,
          773,
          646,
          913,
          912,
          310,
          390,
          541,
          405,
          102,
          712,
          238,
          25,
          914,
          559,
          430,
          158,
          20,
          289,
          587,
          330,
          758,
          376,
          635,
          710,
          502,
          743,
          978,
          453,
          119,
          606,
          588,
          251,
          579,
          647,
          594,
          444,
          954,
          401,
          816,
          245,
          145,
          350,
          694,
          829,
          611,
          899,
          221,
          311,
          515,
          85,
          817,
          671,
          177,
          108,
          242,
          684,
          115,
          35,
          441,
          549,
          546,
          1,
          634,
          490,
          848,
          571,
          101,
          662,
          751,
          369,
          878,
          11,
          456,
          1002,
          223,
          537,
          163,
          921,
          764,
          422,
          769,
          359,
          488,
          997,
          192,
          733,
          208,
          902,
          882,
          991,
          97,
          880,
          377,
          22,
          554,
          348,
          518,
          889,
          591,
          88,
          50,
          592,
          770,
          869,
          705,
          657,
          566,
          232,
          578,
          970,
          26,
          469,
          868,
          663,
          697,
          487,
          862,
          122,
          96,
          190,
          923,
          596,
          455,
          144,
          842,
          871,
          87,
          412,
          270,
          658,
          61,
          484,
          708,
          580,
          79,
          129,
          811,
          67,
          564,
          125,
          649,
          678,
          804,
          609,
          813,
          219,
          987,
          395,
          309,
          836,
          285,
          370,
          815,
          828,
          692,
          404,
          280,
          397,
          253,
          52,
          561,
          860,
          654,
          696,
          872,
          358,
          589,
          82,
          928,
          217,
          305,
          990,
          539,
          788,
          711,
          356,
          94,
          383,
          254,
          235,
          535,
          465,
          21,
          917,
          149,
          470,
          797,
          508,
          558,
          643,
          46,
          461,
          850,
          451,
          226,
          207,
          675,
          244,
          357,
          71,
          366,
          229,
          103,
          262,
          632,
          197,
          505,
          709,
          250,
          526,
          303,
          340,
          985,
          3,
          540,
          980,
          478,
          625,
          394,
          507,
          92,
          962,
          570,
          946,
          386,
          685,
          137,
          214,
          741,
          47,
          686,
          855,
          922,
          794,
          378,
          854,
          776,
          276,
          943,
          499,
          10,
          542,
          419,
          498,
          1000,
          703,
          892,
          959,
          664,
          865,
          463,
          203,
          760,
          273,
          140,
          362,
          628,
          512,
          300,
          911,
          951,
          327,
          964,
          402,
          953,
          329,
          750,
          294,
          615,
          440,
          436,
          971,
          519,
          831,
          284,
          99,
          676,
          574,
          264,
          239,
          457,
          503,
          105,
          896,
          343,
          619,
          735,
          76,
          906,
          638,
          275,
          249,
          840,
          556,
          418,
          59,
          883,
          925,
          371,
          136,
          506,
          623,
          851,
          49,
          40,
          477,
          908,
          5,
          110,
          704,
          732,
          316,
          757,
          936,
          1004,
          644,
          552,
          973,
          393,
          75,
          599,
          575,
          838,
          337,
          523,
          863
         ],
         "y": [
          362.440002,
          552.780029,
          528.909973,
          523.109985,
          366.959991,
          289.619995,
          348.109985,
          530.76001,
          525.419983,
          602.440002,
          301.779999,
          310.839996,
          328.899994,
          278.519989,
          610.539978,
          477.579987,
          339.670013,
          332.670013,
          285.809998,
          381.399994,
          323.570007,
          359.970001,
          547.820007,
          381.890015,
          339.070007,
          332.630005,
          628.289978,
          485.809998,
          398.390015,
          351.140015,
          300.940002,
          369.429993,
          322.98999,
          535.090027,
          370.079987,
          533.97998,
          270.720001,
          492.309998,
          345.26001,
          370.720001,
          651.450012,
          339.559998,
          302.5,
          519.119995,
          364.579987,
          278.140015,
          267.660004,
          276.820007,
          625.140015,
          326,
          291.559998,
          325.890015,
          503.859985,
          501.089996,
          266.630005,
          369.75,
          405.600006,
          343.279999,
          515.859985,
          299.829987,
          415.269989,
          362.869995,
          554.090027,
          322.440002,
          330.75,
          353.160004,
          493.809998,
          583.849976,
          325.899994,
          351.290009,
          364.559998,
          547.580017,
          541.640015,
          553.289978,
          524.830017,
          359.929993,
          551.340027,
          549.219971,
          265.920013,
          614.090027,
          371.119995,
          524.880005,
          611,
          345.609985,
          361.920013,
          271.269989,
          588.549988,
          286.600006,
          262.130005,
          513.969971,
          375.130005,
          582.070007,
          433.829987,
          321.089996,
          527.330017,
          512.179993,
          690.309998,
          502.899994,
          290.170013,
          540.679993,
          565.169983,
          367.720001,
          377.049988,
          646.909973,
          499.079987,
          512.400024,
          602.130005,
          357.320007,
          312.869995,
          379.23999,
          350.920013,
          267.660004,
          488.929993,
          346.459991,
          637.969971,
          500.029999,
          429.480011,
          286.809998,
          356.559998,
          662.919983,
          525.5,
          421.970001,
          436.529999,
          532.900024,
          367.450012,
          321.299988,
          380.070007,
          482.350006,
          374.600006,
          492.98999,
          499.549988,
          520.799988,
          379.929993,
          352.190002,
          294.399994,
          627.039978,
          365.799988,
          359.070007,
          556.52002,
          332.829987,
          263.309998,
          373.25,
          475.73999,
          320.799988,
          298.440002,
          435.549988,
          357.320007,
          482.679993,
          494.25,
          479.100006,
          264.559998,
          318.829987,
          524.440002,
          294.070007,
          294.179993,
          351.769989,
          283.670013,
          324.660004,
          486.23999,
          292.01001,
          359.309998,
          447.769989,
          553.409973,
          380.399994,
          298.5,
          354.450012,
          586.5,
          362.869995,
          330.299988,
          298.839996,
          326.890015,
          521.869995,
          297.809998,
          610.710022,
          317.380005,
          313.480011,
          504.209991,
          510.720001,
          523.26001,
          511.290009,
          515.840027,
          503.059998,
          336.899994,
          363.440002,
          533.539978,
          556.549988,
          301.049988,
          346.48999,
          249.470001,
          288.589996,
          488.809998,
          320.350006,
          326.130005,
          499.100006,
          313.359985,
          352.209991,
          639,
          368.329987,
          315.25,
          345.869995,
          524.590027,
          307.779999,
          492.410004,
          363.600006,
          290.609985,
          298.600006,
          515.919983,
          549.570007,
          281.859985,
          484.119995,
          315.100006,
          348.519989,
          324.179993,
          493.600006,
          485.640015,
          366.600006,
          312.459991,
          295.350006,
          592.390015,
          519.780029,
          351.600006,
          498.309998,
          339.5,
          381.720001,
          533.780029,
          319.959991,
          657.580017,
          280.480011,
          320.089996,
          386,
          269.700012,
          400.480011,
          504.540009,
          335.829987,
          555.309998,
          663.840027,
          351.269989,
          362.98999,
          514.72998,
          516.049988,
          370.459991,
          276.019989,
          419.850006,
          345.089996,
          518.909973,
          364.709991,
          493.369995,
          291.029999,
          360.570007,
          554.440002,
          681.169983,
          290.059998,
          508.890015,
          668.52002,
          530.869995,
          265.140015,
          506.440002,
          345.559998,
          346.399994,
          318.690002,
          357.320007,
          282.649994,
          525.690002,
          355.059998,
          344.5,
          482.029999,
          280.290009,
          352.600006,
          332.029999,
          498.619995,
          282.929993,
          410.170013,
          414.329987,
          358,
          530.719971,
          375.429993,
          508.779999,
          355.209991,
          541.059998,
          298.929993,
          321.100006,
          365.48999,
          484.480011,
          293.970001,
          326.26001,
          374.130005,
          487.350006,
          341.309998,
          307.019989,
          314.660004,
          371.829987,
          503.839996,
          561.929993,
          350.350006,
          333.130005,
          491.899994,
          482.880005,
          387.149994,
          359.910004,
          364.970001,
          329.600006,
          424.679993,
          363.019989,
          436.25,
          333.200012,
          369.609985,
          356.869995,
          517.570007,
          336.630005,
          271.5,
          287.410004,
          293.350006,
          523.280029,
          589.289978,
          333.100006,
          674.049988,
          335.660004,
          325.209991,
          497.519989,
          361.459991,
          346.709991,
          522.419983,
          668.400024,
          586.72998,
          311.76001,
          518.02002,
          361.190002,
          557.280029,
          653.159973,
          526.27002,
          425.920013,
          468.040009,
          480.450012,
          515.780029,
          361.040009,
          345.730011,
          527.51001,
          447.23999,
          426.75,
          283.109985,
          302.799988,
          315,
          367.320007,
          350.619995,
          539.450012,
          490.649994,
          367.649994,
          453.720001,
          365.209991,
          486.660004,
          377.869995,
          354.73999,
          528.210022,
          353.369995,
          466.929993,
          539.039978,
          302.570007,
          381.429993,
          385.029999,
          548.159973,
          332.220001,
          325.929993,
          263.079987,
          455.040009,
          377.140015,
          633.799988,
          354.269989,
          361.01001,
          629.76001,
          510.820007,
          333.160004,
          349.730011,
          524.030029,
          312.279999,
          519.299988,
          286.279999,
          415.440002,
          558.919983,
          362.200012,
          506.519989,
          552.159973,
          507.019989,
          349.100006,
          349.920013,
          499.890015,
          391.980011,
          489.049988,
          504.790009,
          610.340027,
          338.109985,
          413.440002,
          550.789978,
          270.600006,
          514.25,
          422.959991,
          328.190002,
          513.950012,
          289.929993,
          367.880005,
          286.209991,
          469.959991,
          497.980011,
          284.25,
          363.920013,
          368.040009,
          679.330017,
          326.399994,
          655.98999,
          527.070007,
          332.700012,
          298.070007,
          516.390015,
          546.150024,
          364.369995,
          326.670013,
          457.130005,
          254.589996,
          494.730011,
          516.48999,
          366.950012,
          317.920013,
          246.389999,
          503.220001,
          266.769989,
          359.609985,
          285.929993,
          266.690002,
          509.079987,
          542.950012,
          282.880005,
          290.390015,
          368.149994,
          486.279999,
          488.769989,
          294.160004,
          331.820007,
          682.02002,
          508.899994,
          289.570007,
          476.619995,
          512.659973,
          404.980011,
          513.390015,
          363.519989,
          540.02002,
          510.799988,
          632.659973,
          274.880005,
          368.769989,
          289.290009,
          298.98999,
          329.809998,
          348.410004,
          625.580017,
          387.779999,
          367.649994,
          369.950012,
          554.580017,
          360.350006,
          534.450012,
          349.600006,
          599.059998,
          384.359985,
          520.25,
          351.350006,
          267.619995,
          543.710022,
          493.160004,
          303.670013,
          270.75,
          586.340027,
          379.480011,
          293.25,
          443.399994,
          358.820007,
          597.98999,
          342.880005,
          434.480011,
          308.929993,
          541.940002,
          291.450012,
          520.700012,
          523.890015,
          573.140015,
          575.429993,
          378.809998,
          291.440002,
          375.5,
          294.290009,
          398.179993,
          503.380005,
          351.390015,
          315.880005,
          590.650024,
          421.380005,
          278.049988,
          365.359985,
          325.220001,
          366.959991,
          419.600006,
          351.850006,
          559.070007,
          307.630005,
          481.329987,
          490.700012,
          369.01001,
          501.769989,
          614.23999,
          311.690002,
          363.089996,
          476.890015,
          419.48999,
          355.809998,
          414.769989,
          529.559998,
          436.130005,
          291.570007,
          691.690002,
          287.98999,
          503.179993,
          335.660004,
          367.679993,
          370.019989,
          513.76001,
          497.890015,
          548.72998,
          569.190002,
          260.579987,
          379.059998,
          368.700012,
          361.399994,
          496.079987,
          520.650024,
          364.700012,
          418.649994,
          321.98999,
          485.230011,
          361.049988,
          300.690002,
          288.029999,
          396.720001,
          372.279999,
          265.720001,
          475.470001,
          338.619995,
          500.769989,
          438.269989,
          391.429993,
          491.170013,
          532.390015,
          326.459991,
          515.150024,
          281.040009,
          312.48999,
          386.700012,
          233.880005,
          342.390015,
          380.709991,
          613.150024,
          548.219971,
          267.529999,
          546.700012,
          379.5,
          338.690002,
          508.25,
          327.5,
          522.859985,
          286.130005,
          590.530029,
          520.549988,
          540.840027,
          384.480011,
          517.349976,
          310.100006,
          317,
          437.48999,
          360.299988,
          371.709991,
          518.909973,
          425.559998,
          363.829987,
          334.519989,
          418.070007,
          538.849976,
          531.049988,
          488.23999,
          495.98999,
          434.26001,
          320.269989,
          429.320007,
          611.659973,
          321.549988,
          304.209991,
          532.280029,
          470.609985,
          480.23999,
          338.920013,
          535.97998,
          337.450012,
          411.089996,
          315.440002,
          634.809998,
          449.869995,
          315.549988,
          370.980011,
          487.269989,
          511.769989,
          361.450012,
          264.75,
          354.299988,
          483.859985,
          311.690002,
          339.26001,
          485,
          419.890015,
          353.540009,
          349.359985,
          505.549988,
          326.459991,
          428.149994,
          343.089996,
          552.840027,
          541.450012,
          546.539978,
          502.779999,
          509,
          270.940002,
          567.52002,
          293.75,
          370.540009,
          499.23999,
          359.970001,
          335.779999,
          509.109985,
          501.670013,
          487.220001,
          294.149994,
          358.779999,
          291.519989,
          344.709991,
          327.769989,
          411.890015,
          535.960022,
          480.670013,
          470.5,
          515.409973,
          381,
          434.049988,
          361.809998,
          624.940002,
          266.839996,
          374.230011,
          539.849976,
          357.119995,
          520.809998,
          504.579987,
          376.160004,
          416.76001,
          299.109985,
          347.570007,
          337.589996,
          360.269989,
          293.119995,
          321.160004,
          592.640015,
          348.679993,
          315.480011,
          546.98999,
          380.01001,
          424.98999,
          490.579987,
          309.25,
          304.320007,
          508.820007,
          302.600006,
          256.079987,
          288.75,
          539.440002,
          338.049988,
          379.929993,
          325.220001,
          310.619995,
          271.200012,
          390.519989,
          356.970001,
          483.380005,
          286.730011,
          366.769989,
          491.359985,
          351.339996,
          364.130005,
          377.339996,
          343.429993,
          597.369995,
          250.100006,
          370.959991,
          613.119995,
          323.309998,
          485.799988,
          296.779999,
          373.690002,
          390.399994,
          641.900024,
          431.820007,
          645.719971,
          309.380005,
          488.279999,
          338.019989,
          265.320007,
          500.859985,
          311.649994,
          488.23999,
          533.5,
          603.349976,
          539.419983,
          304.290009,
          533.030029,
          493.329987,
          361.209991,
          677.719971,
          347.73999,
          278.549988,
          364.079987,
          272.790009,
          343.160004,
          366.420013,
          481.790009,
          546.880005,
          658.289978,
          473.079987,
          547.950012,
          307.350006,
          258.820007,
          557.590027,
          349.600006,
          358.820007,
          365.98999,
          509.640015,
          386.190002,
          359.459991,
          589.349976,
          682.609985,
          354.390015,
          616.469971,
          288.269989,
          687.400024,
          349.190002,
          538.599976,
          361.410004,
          527.390015,
          292.859985,
          281.209991,
          604.559998,
          369.029999,
          501.339996,
          366.230011,
          390.390015,
          539.809998,
          452.579987,
          363.910004,
          353.190002,
          315.929993,
          369.670013,
          408.25,
          550.119995,
          357.119995,
          489.820007,
          500.48999,
          349.290009,
          598.719971,
          491.869995,
          356.269989,
          339.850006,
          492.390015,
          421.420013,
          268.149994,
          313.299988,
          519.969971,
          631.849976,
          332.700012,
          327.730011,
          371.070007,
          488.51001,
          512.73999,
          336.059998,
          288.940002,
          329.089996,
          577.76001,
          257.950012,
          395.799988,
          484.670013,
          540.72998,
          362.75,
          547.919983,
          664.780029,
          427.140015,
          547.530029,
          439.170013,
          605.039978,
          291.769989,
          344.720001,
          466.26001,
          451.040009,
          494.73999,
          352.01001,
          372.779999,
          537.309998
         ]
        },
        {
         "mode": "lines",
         "name": "Predicted",
         "type": "scatter",
         "x": [
          363,
          800,
          725,
          786,
          157,
          448,
          323,
          861,
          682,
          984,
          187,
          191,
          246,
          9,
          982,
          620,
          491,
          179,
          186,
          509,
          479,
          256,
          772,
          304,
          489,
          476,
          931,
          841,
          104,
          298,
          33,
          161,
          373,
          787,
          543,
          858,
          421,
          641,
          318,
          548,
          947,
          174,
          464,
          729,
          141,
          12,
          228,
          434,
          934,
          493,
          407,
          172,
          833,
          718,
          205,
          291,
          1007,
          331,
          996,
          184,
          563,
          118,
          677,
          134,
          483,
          495,
          607,
          918,
          481,
          77,
          154,
          895,
          859,
          988,
          722,
          81,
          763,
          803,
          410,
          979,
          547,
          613,
          969,
          319,
          260,
          432,
          901,
          408,
          202,
          728,
          113,
          900,
          555,
          27,
          726,
          785,
          941,
          830,
          399,
          864,
          746,
          290,
          167,
          949,
          835,
          885,
          965,
          536,
          183,
          517,
          126,
          227,
          687,
          148,
          932,
          668,
          1006,
          439,
          288,
          939,
          612,
          585,
          567,
          723,
          84,
          24,
          514,
          637,
          352,
          616,
          818,
          734,
          89,
          252,
          196,
          927,
          83,
          258,
          761,
          534,
          413,
          360,
          690,
          471,
          467,
          568,
          268,
          636,
          739,
          701,
          2,
          375,
          783,
          195,
          445,
          257,
          39,
          234,
          688,
          446,
          321,
          595,
          768,
          510,
          468,
          322,
          910,
          266,
          65,
          530,
          64,
          890,
          388,
          981,
          188,
          29,
          689,
          886,
          614,
          774,
          884,
          670,
          473,
          279,
          857,
          648,
          18,
          525,
          4,
          442,
          642,
          34,
          69,
          738,
          60,
          326,
          933,
          306,
          528,
          130,
          731,
          48,
          846,
          146,
          15,
          406,
          887,
          806,
          435,
          691,
          365,
          497,
          72,
          717,
          605,
          361,
          58,
          37,
          916,
          721,
          80,
          714,
          248,
          354,
          766,
          233,
          950,
          423,
          62,
          513,
          213,
          111,
          778,
          482,
          799,
          961,
          338,
          538,
          695,
          651,
          314,
          216,
          562,
          500,
          874,
          295,
          824,
          392,
          86,
          805,
          942,
          198,
          736,
          938,
          730,
          212,
          777,
          339,
          176,
          53,
          117,
          206,
          994,
          328,
          124,
          655,
          38,
          272,
          533,
          627,
          424,
          1008,
          586,
          501,
          681,
          353,
          808,
          120,
          989,
          466,
          173,
          293,
          624,
          41,
          63,
          164,
          661,
          131,
          54,
          458,
          308,
          819,
          748,
          155,
          175,
          845,
          707,
          999,
          261,
          265,
          66,
          565,
          263,
          577,
          475,
          160,
          259,
          877,
          332,
          433,
          438,
          428,
          749,
          907,
          474,
          940,
          485,
          364,
          713,
          278,
          178,
          720,
          945,
          975,
          57,
          780,
          159,
          762,
          935,
          645,
          583,
          598,
          621,
          715,
          317,
          255,
          669,
          603,
          551,
          447,
          385,
          19,
          351,
          342,
          754,
          666,
          156,
          597,
          345,
          823,
          282,
          301,
          856,
          286,
          633,
          752,
          450,
          165,
          312,
          753,
          472,
          372,
          414,
          604,
          166,
          930,
          324,
          283,
          929,
          879,
          181,
          78,
          782,
          382,
          875,
          427,
          95,
          897,
          349,
          812,
          755,
          652,
          170,
          527,
          844,
          91,
          683,
          784,
          920,
          492,
          581,
          756,
          200,
          876,
          553,
          70,
          791,
          43,
          292,
          199,
          660,
          742,
          426,
          296,
          143,
          952,
          133,
          948,
          853,
          51,
          44,
          775,
          767,
          315,
          243,
          1005,
          411,
          631,
          873,
          504,
          193,
          222,
          719,
          220,
          271,
          13,
          431,
          630,
          866,
          211,
          17,
          153,
          826,
          843,
          14,
          73,
          955,
          807,
          443,
          706,
          716,
          93,
          792,
          344,
          802,
          995,
          926,
          215,
          521,
          396,
          387,
          480,
          150,
          967,
          511,
          297,
          152,
          798,
          302,
          724,
          494,
          919,
          1003,
          781,
          169,
          415,
          891,
          608,
          45,
          409,
          744,
          112,
          398,
          602,
          277,
          972,
          496,
          590,
          380,
          679,
          437,
          773,
          646,
          913,
          912,
          310,
          390,
          541,
          405,
          102,
          712,
          238,
          25,
          914,
          559,
          430,
          158,
          20,
          289,
          587,
          330,
          758,
          376,
          635,
          710,
          502,
          743,
          978,
          453,
          119,
          606,
          588,
          251,
          579,
          647,
          594,
          444,
          954,
          401,
          816,
          245,
          145,
          350,
          694,
          829,
          611,
          899,
          221,
          311,
          515,
          85,
          817,
          671,
          177,
          108,
          242,
          684,
          115,
          35,
          441,
          549,
          546,
          1,
          634,
          490,
          848,
          571,
          101,
          662,
          751,
          369,
          878,
          11,
          456,
          1002,
          223,
          537,
          163,
          921,
          764,
          422,
          769,
          359,
          488,
          997,
          192,
          733,
          208,
          902,
          882,
          991,
          97,
          880,
          377,
          22,
          554,
          348,
          518,
          889,
          591,
          88,
          50,
          592,
          770,
          869,
          705,
          657,
          566,
          232,
          578,
          970,
          26,
          469,
          868,
          663,
          697,
          487,
          862,
          122,
          96,
          190,
          923,
          596,
          455,
          144,
          842,
          871,
          87,
          412,
          270,
          658,
          61,
          484,
          708,
          580,
          79,
          129,
          811,
          67,
          564,
          125,
          649,
          678,
          804,
          609,
          813,
          219,
          987,
          395,
          309,
          836,
          285,
          370,
          815,
          828,
          692,
          404,
          280,
          397,
          253,
          52,
          561,
          860,
          654,
          696,
          872,
          358,
          589,
          82,
          928,
          217,
          305,
          990,
          539,
          788,
          711,
          356,
          94,
          383,
          254,
          235,
          535,
          465,
          21,
          917,
          149,
          470,
          797,
          508,
          558,
          643,
          46,
          461,
          850,
          451,
          226,
          207,
          675,
          244,
          357,
          71,
          366,
          229,
          103,
          262,
          632,
          197,
          505,
          709,
          250,
          526,
          303,
          340,
          985,
          3,
          540,
          980,
          478,
          625,
          394,
          507,
          92,
          962,
          570,
          946,
          386,
          685,
          137,
          214,
          741,
          47,
          686,
          855,
          922,
          794,
          378,
          854,
          776,
          276,
          943,
          499,
          10,
          542,
          419,
          498,
          1000,
          703,
          892,
          959,
          664,
          865,
          463,
          203,
          760,
          273,
          140,
          362,
          628,
          512,
          300,
          911,
          951,
          327,
          964,
          402,
          953,
          329,
          750,
          294,
          615,
          440,
          436,
          971,
          519,
          831,
          284,
          99,
          676,
          574,
          264,
          239,
          457,
          503,
          105,
          896,
          343,
          619,
          735,
          76,
          906,
          638,
          275,
          249,
          840,
          556,
          418,
          59,
          883,
          925,
          371,
          136,
          506,
          623,
          851,
          49,
          40,
          477,
          908,
          5,
          110,
          704,
          732,
          316,
          757,
          936,
          1004,
          644,
          552,
          973,
          393,
          75,
          599,
          575,
          838,
          337,
          523,
          863
         ],
         "y": [
          374.5888000059543,
          511.0652090222334,
          487.64248436268895,
          506.6929670857851,
          310.2543829410721,
          401.13455462010467,
          362.0966801875305,
          530.1156917453295,
          474.21345555788344,
          568.5289601869824,
          319.6234728048899,
          320.8726847867323,
          338.0493495370649,
          264.03353961290435,
          567.9043541960613,
          454.85066983932666,
          414.5635834249101,
          317.12504884120517,
          319.3111698094293,
          420.18503734320086,
          410.81594747938306,
          341.1723794916708,
          502.3207251493368,
          356.16292327377926,
          413.93897743398895,
          409.8790384930013,
          551.976901427571,
          523.8696318361176,
          293.7023241816607,
          354.28910530101575,
          271.5288115039586,
          311.5035949229145,
          377.7118299605602,
          507.00527008124567,
          430.803339188861,
          529.1787827589478,
          392.70237374266867,
          461.4090327439991,
          360.5351652102276,
          432.3648541661639,
          556.9737493549405,
          315.5635338639022,
          406.1314025474742,
          488.8916963445313,
          305.25753501370264,
          264.97044859928616,
          332.4278956187742,
          396.7623126836564,
          552.9138104139529,
          415.18818941583135,
          388.3301318062204,
          314.938927872981,
          521.3712078724329,
          485.45636339446474,
          325.2449267231806,
          352.1029843327916,
          575.711929082576,
          364.5951041512153,
          572.2765961325097,
          318.68656381850815,
          437.04939909807285,
          298.07456611810903,
          472.65194058058046,
          303.0714140454785,
          412.06515946122545,
          415.81279540675257,
          450.79073089833895,
          547.9169624865833,
          411.4405534703042,
          285.2701433042247,
          309.31747395469034,
          540.7339935909897,
          529.4910857544083,
          569.7781721688248,
          486.70557537630714,
          286.5193552860671,
          499.5099981901914,
          512.0021180086152,
          389.26704079260213,
          566.9674452096795,
          432.0525511707034,
          452.6645488711025,
          563.8444152550735,
          360.8474682056882,
          342.4215914735132,
          396.13770669273515,
          542.6078115637533,
          388.64243480168096,
          324.3080177367988,
          488.5793933490707,
          296.51305114080606,
          542.2955085682927,
          434.55097513438807,
          269.65499353119503,
          487.9547873581495,
          506.38066409032444,
          555.0999313821769,
          520.4342988860512,
          385.8317078425356,
          531.0526007317113,
          494.2008472673614,
          351.79068133733097,
          313.37741289567805,
          557.5983553458617,
          521.9958138633541,
          537.6109636363838,
          562.5952032732312,
          428.61721822063686,
          318.37426082304756,
          422.6834613068856,
          300.57299008179376,
          332.11559262331366,
          475.7749705351864,
          307.4436559819268,
          552.2892044230316,
          469.84121362143514,
          575.3996260871155,
          398.3238276609593,
          351.1660753464098,
          554.4753253912559,
          452.35224587564187,
          443.92006499820593,
          438.2986110799152,
          487.0178783717677,
          287.45626427244883,
          268.7180845448133,
          421.74655232050384,
          460.15982076215676,
          371.15346705588775,
          453.60145785748426,
          516.686662940524,
          490.45321132183426,
          289.0177792497518,
          339.92316750982843,
          322.43419976403527,
          550.7276894457286,
          287.14396127698825,
          341.796985482592,
          498.88539219927026,
          427.99261222971563,
          390.2039497789839,
          373.6518910195725,
          476.71187952156816,
          408.3175235156983,
          407.06831153385593,
          438.61091407537583,
          344.92001543719795,
          459.8475177666961,
          492.01472629913724,
          480.1472124716347,
          261.8474186446802,
          378.33643595148135,
          505.7560580994033,
          322.12189676857463,
          400.1976456337229,
          341.4846824871314,
          273.40262947672215,
          334.3017135915378,
          476.08727353064694,
          400.50994862918344,
          361.47207419660936,
          447.0430949528118,
          501.0715131674944,
          420.4973403386614,
          407.3806145293165,
          361.78437719206994,
          545.4185385228986,
          344.2954094462767,
          281.52250735869757,
          426.7434002478733,
          281.210204363237,
          539.1724786136867,
          382.3963748924691,
          567.5920512006007,
          319.9357758003505,
          270.27959952211626,
          476.3995765261076,
          537.9232666318444,
          452.9768518665631,
          502.94533114025796,
          537.2986606409231,
          470.4658196123563,
          408.9421295066195,
          348.3553483872645,
          528.8664797634872,
          463.59515371222324,
          266.8442665720497,
          425.1818852705703,
          262.47202463560143,
          399.2607366473411,
          461.72133573945973,
          271.8411144994192,
          282.77171934053996,
          491.7024233036766,
          279.9609923813946,
          363.03358917391233,
          552.6015074184922,
          356.7875292647005,
          426.1187942569521,
          301.8222020636361,
          489.51630233545245,
          276.21335643586747,
          525.4311468134206,
          306.8190499910056,
          265.9073575856679,
          388.01782881075974,
          538.235569627305,
          512.939026994997,
          397.07461567911696,
          477.02418251702875,
          375.21340599687545,
          416.43740139767374,
          283.7086283269217,
          485.14406039900416,
          450.1661249074177,
          373.96419401503306,
          279.3363863904734,
          272.778023485801,
          547.2923564956621,
          486.3932723808465,
          286.2070522906065,
          484.20715141262235,
          338.6739555279861,
          371.7780730468089,
          500.4469071765732,
          333.98941059607716,
          557.9106583413222,
          393.32697973358984,
          280.5855983723158,
          421.4342493250432,
          327.7433506868653,
          295.88844514988483,
          504.1945431221003,
          411.7528564657648,
          510.7529060267728,
          561.3459912913888,
          366.78122511943945,
          429.241824211558,
          478.2733944988711,
          464.53206269860505,
          359.2859532283852,
          328.6802596732471,
          436.73709610261227,
          417.3743103840555,
          534.1756306863173,
          353.35219631463394,
          518.5604809132876,
          383.64558687431145,
          288.08087026337,
          512.6267239995364,
          555.4122343776376,
          323.05880575495644,
          491.0778173127554,
          554.1630223957952,
          489.20399933999187,
          327.43104769140473,
          503.8822401266398,
          367.09352811490004,
          316.18813985482336,
          277.77487141317044,
          297.7622631226484,
          325.55722971864117,
          571.6519901415884,
          363.6581951648335,
          299.94838409087254,
          465.7812746804474,
          273.09032648126157,
          346.16922741904034,
          427.6803092342551,
          457.0367908075508,
          393.6392827290504,
          576.0242320780367,
          444.23236799366646,
          417.6866133795161,
          473.9011525624228,
          371.46577005134833,
          513.563632985918,
          298.6991721090302,
          570.0904751642854,
          406.75600853839535,
          315.2512308684416,
          352.7275903237128,
          456.099881821169,
          274.0272354676433,
          280.8979013677764,
          312.4405039092963,
          467.655092653211,
          302.1345050590967,
          278.08717440863103,
          404.25758457471056,
          357.41213525562165,
          516.9989659359846,
          494.82545325828255,
          309.6297769501509,
          315.8758368593628,
          525.11884381796,
          482.0210304443982,
          573.2135051188914,
          342.7338944689738,
          343.9831064508162,
          281.83481035415815,
          437.674005088994,
          343.35850045989497,
          441.42164103452114,
          409.56673549754066,
          311.1912919274539,
          342.1092884780526,
          535.1125396726991,
          364.9074071466759,
          396.4500096881958,
          398.01152466549877,
          394.8884947108928,
          495.13775625374313,
          544.4816295365168,
          409.2544325020801,
          554.7876283867164,
          412.6897654521466,
          374.90110300141487,
          483.8948484171618,
          348.04304539180384,
          316.8127458457446,
          486.08096938538597,
          556.3491433640194,
          565.7182332278371,
          279.02408339501284,
          504.8191491130215,
          310.8789889319933,
          499.19769519473084,
          553.2261134094134,
          462.6582447258415,
          443.2954590072847,
          447.9800039391936,
          455.16297283478724,
          484.519454408083,
          360.222862214767,
          340.86007649621024,
          470.1535166168957,
          449.54151891649656,
          433.30176315254573,
          400.8222516246441,
          381.4594659060873,
          267.1565695675103,
          370.84116406042716,
          368.0304371012818,
          496.6992712310461,
          469.2166076305139,
          309.9420799456115,
          447.66770094373305,
          368.9673460876636,
          518.248177917827,
          349.29225737364624,
          355.2260142873975,
          528.5541767680265,
          350.54146935548863,
          458.91060878031436,
          496.0746652401249,
          401.7591606110259,
          312.7528069047569,
          358.66134723746404,
          496.3869682355855,
          408.6298265111589,
          377.3995269650996,
          390.5162527744445,
          449.8538219119572,
          313.06510990021746,
          551.6645984321104,
          362.40898318299116,
          349.6045603691068,
          551.3522954366499,
          535.7371456636201,
          317.74965483212634,
          285.5824462996853,
          505.4437551039427,
          380.52255691970555,
          534.4879336817778,
          394.5761917154322,
          290.8915972225154,
          541.3585995819109,
          370.21655806950594,
          514.8128449677605,
          497.0115742265067,
          464.84436569406563,
          314.31432188205986,
          425.8064912614915,
          524.8065408224995,
          289.642385240673,
          474.52575855334396,
          506.0683610948639,
          548.5415684775046,
          414.87588642037076,
          442.67085301636354,
          497.3238772219673,
          323.6834117458776,
          534.8002366772384,
          433.9263691434669,
          283.08402233600054,
          508.25448206308806,
          274.65184145856455,
          352.41528732825213,
          323.371108750417,
          467.34278965775036,
          492.951635285519,
          394.26388871997165,
          353.6644993100945,
          305.8821410046238,
          558.5352643322435,
          302.7591110500179,
          557.2860523504012,
          527.6172677816448,
          277.1502654222493,
          274.96414445402513,
          503.25763413571855,
          500.7592101720338,
          359.5982562238458,
          337.1124405506831,
          575.087323091655,
          389.5793437880627,
          458.28600278939314,
          533.8633276908566,
          418.6235223658979,
          321.49729077765346,
          330.5540776460107,
          485.76866638992533,
          329.9294716550895,
          345.8569244235797,
          265.28275159474674,
          395.8254036972746,
          457.9736997939326,
          531.6772067226325,
          327.11874469594414,
          266.53196357658913,
          309.00517095922976,
          519.1850869042088,
          524.4942378270389,
          265.5950545902073,
          284.0209313223823,
          559.4721733186252,
          513.2513299904575,
          399.5730396428017,
          481.7087274489377,
          484.8317574035436,
          290.26699123159415,
          508.56678505854865,
          368.655043092203,
          511.68981501315454,
          571.964293137049,
          550.4153864502681,
          328.36795667778654,
          423.932673288728,
          384.89479885615384,
          382.08407189700847,
          411.12825047484364,
          308.06826197284795,
          563.2198092641524,
          420.80964333412203,
          353.9768023055551,
          308.6928679637692,
          510.4406030313122,
          355.5383172828581,
          487.3301813672283,
          415.50049241129193,
          548.229265482044,
          574.4627171007337,
          505.1314521084821,
          314.0020188865992,
          390.8285557699051,
          539.4847816091474,
          451.10303389379953,
          275.2764474494857,
          388.95473779714155,
          493.57624127644016,
          296.2007481453454,
          385.519404847075,
          449.229215921036,
          347.73074239634326,
          564.7813242414554,
          416.1250984022131,
          445.48157997550885,
          379.8979509287843,
          473.2765465715016,
          397.6992216700381,
          502.6330281447974,
          462.97054772130207,
          546.3554475092803,
          546.0431445138197,
          358.0367412465429,
          383.0209808833903,
          430.1787331979398,
          387.70552581529915,
          293.0777181907395,
          483.5825454217012,
          335.55092557338014,
          269.03038754027386,
          546.667750504741,
          435.8001871162305,
          395.513100701814,
          310.56668593653274,
          267.4688725629709,
          351.4783783418704,
          444.5446709891271,
          364.28280115575467,
          497.9484832128885,
          378.648738946942,
          459.53521477123553,
          482.95793943078,
          417.9989163749767,
          493.2639382809796,
          566.6551422142189,
          402.69606959740764,
          298.3868691135696,
          450.47842790287837,
          444.8569739845877,
          339.61086451436785,
          442.0462470254423,
          463.28285071676265,
          446.73079195735124,
          399.8853426382623,
          559.1598703231647,
          386.4563138334568,
          516.0620569496028,
          337.7370465416043,
          306.50674699554503,
          370.5288610649666,
          477.96109150341056,
          520.1219958905906,
          452.03994288018134,
          541.983205572832,
          330.24177465055004,
          358.3490442420034,
          422.05885531596437,
          287.7685672679094,
          516.3743599450635,
          470.7781226078169,
          316.500442850284,
          294.9515361635031,
          336.80013755522253,
          474.8380615488046,
          297.1376571317272,
          272.15341749487976,
          398.9484336518805,
          432.67715716162456,
          431.74024817524275,
          261.5351156492196,
          459.22291177577495,
          414.2512804294496,
          526.0557528043419,
          439.5478230617576,
          292.76541519527893,
          467.9673956486715,
          495.76236224466436,
          376.46261797871784,
          535.4248426681596,
          264.6581456038256,
          403.6329785837894,
          574.1504141052732,
          330.86638064147127,
          428.92952121609744,
          312.1282009138357,
          548.8538714729651,
          499.822301185652,
          393.01467673812925,
          501.383816162955,
          373.3395880241119,
          413.62667443852837,
          572.5888991279702,
          321.1849877821929,
          490.1409083263736,
          326.1818357095624,
          542.9201145592139,
          536.6740546500021,
          570.7150811552067,
          291.51620321343654,
          536.0494486590808,
          378.9610419424026,
          268.09347855389206,
          434.23867213892754,
          369.9042550740454,
          422.9957643023462,
          538.8601756182261,
          445.79388297096943,
          288.7054762542912,
          276.8379624267887,
          446.1061859664301,
          501.6961191584156,
          532.6141157090143,
          481.39642445347704,
          466.40588067136855,
          437.98630808445466,
          333.6771076006166,
          441.7339440299818,
          564.1567182505341,
          269.34269053573445,
          407.69291752477716,
          532.3018127135538,
          468.27969864413217,
          478.8980004897923,
          413.3143714430678,
          530.4279947407902,
          299.32377809995137,
          291.20390021797596,
          320.5603817912717,
          549.4784774638863,
          447.3553979482724,
          403.3206755883288,
          306.19444400008445,
          524.1819348315782,
          533.2387216999355,
          288.39317325883064,
          389.89164678352336,
          345.5446214281191,
          466.7181836668292,
          280.27329537685523,
          412.377462456686,
          482.33333343985885,
          442.35855002090295,
          285.89474929514586,
          301.5098990681755,
          514.5005419722999,
          282.14711334961873,
          437.36170209353344,
          300.2606870863332,
          463.9074567076839,
          472.96424357604104,
          512.3144210040757,
          451.4153368892601,
          515.125147963221,
          329.6171686596289,
          569.4658691733642,
          384.58249586069326,
          357.72443825108223,
          522.3081168588147,
          350.229166360028,
          376.77492097417843,
          515.7497539541423,
          519.80969289513,
          477.33648551248933,
          387.39322281983857,
          348.66765138272507,
          385.2071018516144,
          340.2354705052891,
          277.46256841770986,
          436.4247931071517,
          529.8033887498689,
          465.4689716849868,
          478.5856974943317,
          533.5510246953961,
          373.0272850286513,
          445.16927698004827,
          286.83165828152767,
          551.0399924411893,
          328.9925626687077,
          356.4752262692399,
          570.402778159746,
          429.5541272070186,
          507.31757307670625,
          483.2702424262406,
          372.4026790377301,
          290.5792942270548,
          380.83485991516613,
          340.54777350074966,
          334.6140165869984,
          428.3049152251763,
          406.4437055429347,
          267.78117555843147,
          547.6046594911227,
          307.75595897738737,
          408.0052205202377,
          510.12830003585157,
          419.8727343477402,
          435.4878841207699,
          462.03363873492026,
          275.5887504449463,
          405.1944935610924,
          526.680358795263,
          402.0714636064864,
          331.803289627853,
          325.86953271410175,
          472.0273345896593,
          337.4247435461437,
          372.7149820331907,
          283.3963253314611,
          375.52570899233604,
          332.7401986142348,
          293.3900211862001,
          343.0461974644344,
          458.5983057848538,
          322.74650275949585,
          418.93582536135847,
          482.64563643531943,
          339.29856151890726,
          425.4941882660309,
          355.8506202783187,
          367.4058311103606,
          568.8412631824431,
          262.1597216401408,
          429.86643020247925,
          567.2797482051401,
          410.50364448392247,
          456.41218481662963,
          384.2701928652326,
          419.56043135227964,
          289.95468823613356,
          561.6582942868495,
          439.235520066297,
          556.6614463594799,
          381.7717689015479,
          475.1503645442652,
          304.00832303186024,
          328.0556536823259,
          492.6393322900584,
          275.9010534404069,
          475.46266753972577,
          528.241873772566,
          549.1661744684257,
          509.1913910494698,
          379.27334493786316,
          527.9295707771054,
          503.56993713117913,
          347.4184394008827,
          555.7245373730982,
          417.0620073885949,
          264.345842608365,
          430.4910361934004,
          392.0777677517475,
          416.7497043931343,
          573.525808114352,
          480.77181846255587,
          539.7970846046079,
          560.7213853004677,
          468.59200163959275,
          531.3649037271718,
          405.81909955201354,
          324.6203207322594,
          498.5730892038097,
          346.4815304145009,
          304.94523201824205,
          374.2764970104937,
          457.3490938030114,
          421.1219463295826,
          354.9137112919369,
          545.7308415183592,
          558.2229613367829,
          363.3458921693729,
          562.2829002777706,
          386.7686168289174,
          558.8475673277042,
          363.97049816029414,
          495.4500592492037,
          353.03989331917336,
          453.2891548620237,
          398.63613065641994,
          397.38691867457754,
          564.4690212459948,
          423.30806729780676,
          520.7466018815118,
          349.91686336456746,
          292.14080920435777,
          472.3396375851198,
          440.48473204813934,
          343.67080345535555,
          335.8632285688407,
          403.94528157925004,
          418.31121937043724,
          294.01462717712127,
          541.0462965864504,
          368.34274009674243,
          454.538366843866,
          490.76551431729484,
          284.9578403087641,
          544.1693265410563,
          460.4721237576173,
          347.1061364054221,
          338.9862585234467,
          523.5573288406571,
          434.8632781298487,
          391.76546475628686,
          279.648689385934,
          536.9863576454626,
          550.1030834548076,
          377.087223969639,
          303.69602003639966,
          419.24812835681905,
          455.78757882570847,
          526.9926617907236,
          276.5256594313281,
          273.71493247218274,
          410.19134148846183,
          544.7939325319774,
          262.784327631062,
          295.57614215442425,
          481.08412145801645,
          489.8286053309131,
          359.9105592193064,
          497.63618021742786,
          553.5384164048739,
          574.7750200961943,
          462.3459417303809,
          433.6140661480063,
          565.093627236916,
          383.9578898697721,
          284.6455373133035,
          448.2923069346542,
          440.7970350436,
          522.9327228497359,
          366.46892212397887,
          424.55727927964915,
          530.7402977362508
         ]
        }
       ],
       "layout": {
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "fillpattern": {
             "fillmode": "overlay",
             "size": 10,
             "solidity": 0.2
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Stock Prices of given stock"
        },
        "xaxis": {
         "title": {
          "font": {
           "color": "#7f7f7f",
           "family": "Courier New, monospace",
           "size": 18
          },
          "text": "Day"
         }
        },
        "yaxis": {
         "title": {
          "font": {
           "color": "#7f7f7f",
           "family": "Courier New, monospace",
           "size": 18
          },
          "text": "Price"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"97f856ac-1e89-4e59-9fe4-92dd28314747\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"97f856ac-1e89-4e59-9fe4-92dd28314747\")) {                    Plotly.newPlot(                        \"97f856ac-1e89-4e59-9fe4-92dd28314747\",                        [{\"mode\":\"markers\",\"name\":\"Actual\",\"x\":[363,800,725,786,157,448,323,861,682,984,187,191,246,9,982,620,491,179,186,509,479,256,772,304,489,476,931,841,104,298,33,161,373,787,543,858,421,641,318,548,947,174,464,729,141,12,228,434,934,493,407,172,833,718,205,291,1007,331,996,184,563,118,677,134,483,495,607,918,481,77,154,895,859,988,722,81,763,803,410,979,547,613,969,319,260,432,901,408,202,728,113,900,555,27,726,785,941,830,399,864,746,290,167,949,835,885,965,536,183,517,126,227,687,148,932,668,1006,439,288,939,612,585,567,723,84,24,514,637,352,616,818,734,89,252,196,927,83,258,761,534,413,360,690,471,467,568,268,636,739,701,2,375,783,195,445,257,39,234,688,446,321,595,768,510,468,322,910,266,65,530,64,890,388,981,188,29,689,886,614,774,884,670,473,279,857,648,18,525,4,442,642,34,69,738,60,326,933,306,528,130,731,48,846,146,15,406,887,806,435,691,365,497,72,717,605,361,58,37,916,721,80,714,248,354,766,233,950,423,62,513,213,111,778,482,799,961,338,538,695,651,314,216,562,500,874,295,824,392,86,805,942,198,736,938,730,212,777,339,176,53,117,206,994,328,124,655,38,272,533,627,424,1008,586,501,681,353,808,120,989,466,173,293,624,41,63,164,661,131,54,458,308,819,748,155,175,845,707,999,261,265,66,565,263,577,475,160,259,877,332,433,438,428,749,907,474,940,485,364,713,278,178,720,945,975,57,780,159,762,935,645,583,598,621,715,317,255,669,603,551,447,385,19,351,342,754,666,156,597,345,823,282,301,856,286,633,752,450,165,312,753,472,372,414,604,166,930,324,283,929,879,181,78,782,382,875,427,95,897,349,812,755,652,170,527,844,91,683,784,920,492,581,756,200,876,553,70,791,43,292,199,660,742,426,296,143,952,133,948,853,51,44,775,767,315,243,1005,411,631,873,504,193,222,719,220,271,13,431,630,866,211,17,153,826,843,14,73,955,807,443,706,716,93,792,344,802,995,926,215,521,396,387,480,150,967,511,297,152,798,302,724,494,919,1003,781,169,415,891,608,45,409,744,112,398,602,277,972,496,590,380,679,437,773,646,913,912,310,390,541,405,102,712,238,25,914,559,430,158,20,289,587,330,758,376,635,710,502,743,978,453,119,606,588,251,579,647,594,444,954,401,816,245,145,350,694,829,611,899,221,311,515,85,817,671,177,108,242,684,115,35,441,549,546,1,634,490,848,571,101,662,751,369,878,11,456,1002,223,537,163,921,764,422,769,359,488,997,192,733,208,902,882,991,97,880,377,22,554,348,518,889,591,88,50,592,770,869,705,657,566,232,578,970,26,469,868,663,697,487,862,122,96,190,923,596,455,144,842,871,87,412,270,658,61,484,708,580,79,129,811,67,564,125,649,678,804,609,813,219,987,395,309,836,285,370,815,828,692,404,280,397,253,52,561,860,654,696,872,358,589,82,928,217,305,990,539,788,711,356,94,383,254,235,535,465,21,917,149,470,797,508,558,643,46,461,850,451,226,207,675,244,357,71,366,229,103,262,632,197,505,709,250,526,303,340,985,3,540,980,478,625,394,507,92,962,570,946,386,685,137,214,741,47,686,855,922,794,378,854,776,276,943,499,10,542,419,498,1000,703,892,959,664,865,463,203,760,273,140,362,628,512,300,911,951,327,964,402,953,329,750,294,615,440,436,971,519,831,284,99,676,574,264,239,457,503,105,896,343,619,735,76,906,638,275,249,840,556,418,59,883,925,371,136,506,623,851,49,40,477,908,5,110,704,732,316,757,936,1004,644,552,973,393,75,599,575,838,337,523,863],\"y\":[362.440002,552.780029,528.909973,523.109985,366.959991,289.619995,348.109985,530.76001,525.419983,602.440002,301.779999,310.839996,328.899994,278.519989,610.539978,477.579987,339.670013,332.670013,285.809998,381.399994,323.570007,359.970001,547.820007,381.890015,339.070007,332.630005,628.289978,485.809998,398.390015,351.140015,300.940002,369.429993,322.98999,535.090027,370.079987,533.97998,270.720001,492.309998,345.26001,370.720001,651.450012,339.559998,302.5,519.119995,364.579987,278.140015,267.660004,276.820007,625.140015,326.0,291.559998,325.890015,503.859985,501.089996,266.630005,369.75,405.600006,343.279999,515.859985,299.829987,415.269989,362.869995,554.090027,322.440002,330.75,353.160004,493.809998,583.849976,325.899994,351.290009,364.559998,547.580017,541.640015,553.289978,524.830017,359.929993,551.340027,549.219971,265.920013,614.090027,371.119995,524.880005,611.0,345.609985,361.920013,271.269989,588.549988,286.600006,262.130005,513.969971,375.130005,582.070007,433.829987,321.089996,527.330017,512.179993,690.309998,502.899994,290.170013,540.679993,565.169983,367.720001,377.049988,646.909973,499.079987,512.400024,602.130005,357.320007,312.869995,379.23999,350.920013,267.660004,488.929993,346.459991,637.969971,500.029999,429.480011,286.809998,356.559998,662.919983,525.5,421.970001,436.529999,532.900024,367.450012,321.299988,380.070007,482.350006,374.600006,492.98999,499.549988,520.799988,379.929993,352.190002,294.399994,627.039978,365.799988,359.070007,556.52002,332.829987,263.309998,373.25,475.73999,320.799988,298.440002,435.549988,357.320007,482.679993,494.25,479.100006,264.559998,318.829987,524.440002,294.070007,294.179993,351.769989,283.670013,324.660004,486.23999,292.01001,359.309998,447.769989,553.409973,380.399994,298.5,354.450012,586.5,362.869995,330.299988,298.839996,326.890015,521.869995,297.809998,610.710022,317.380005,313.480011,504.209991,510.720001,523.26001,511.290009,515.840027,503.059998,336.899994,363.440002,533.539978,556.549988,301.049988,346.48999,249.470001,288.589996,488.809998,320.350006,326.130005,499.100006,313.359985,352.209991,639.0,368.329987,315.25,345.869995,524.590027,307.779999,492.410004,363.600006,290.609985,298.600006,515.919983,549.570007,281.859985,484.119995,315.100006,348.519989,324.179993,493.600006,485.640015,366.600006,312.459991,295.350006,592.390015,519.780029,351.600006,498.309998,339.5,381.720001,533.780029,319.959991,657.580017,280.480011,320.089996,386.0,269.700012,400.480011,504.540009,335.829987,555.309998,663.840027,351.269989,362.98999,514.72998,516.049988,370.459991,276.019989,419.850006,345.089996,518.909973,364.709991,493.369995,291.029999,360.570007,554.440002,681.169983,290.059998,508.890015,668.52002,530.869995,265.140015,506.440002,345.559998,346.399994,318.690002,357.320007,282.649994,525.690002,355.059998,344.5,482.029999,280.290009,352.600006,332.029999,498.619995,282.929993,410.170013,414.329987,358.0,530.719971,375.429993,508.779999,355.209991,541.059998,298.929993,321.100006,365.48999,484.480011,293.970001,326.26001,374.130005,487.350006,341.309998,307.019989,314.660004,371.829987,503.839996,561.929993,350.350006,333.130005,491.899994,482.880005,387.149994,359.910004,364.970001,329.600006,424.679993,363.019989,436.25,333.200012,369.609985,356.869995,517.570007,336.630005,271.5,287.410004,293.350006,523.280029,589.289978,333.100006,674.049988,335.660004,325.209991,497.519989,361.459991,346.709991,522.419983,668.400024,586.72998,311.76001,518.02002,361.190002,557.280029,653.159973,526.27002,425.920013,468.040009,480.450012,515.780029,361.040009,345.730011,527.51001,447.23999,426.75,283.109985,302.799988,315.0,367.320007,350.619995,539.450012,490.649994,367.649994,453.720001,365.209991,486.660004,377.869995,354.73999,528.210022,353.369995,466.929993,539.039978,302.570007,381.429993,385.029999,548.159973,332.220001,325.929993,263.079987,455.040009,377.140015,633.799988,354.269989,361.01001,629.76001,510.820007,333.160004,349.730011,524.030029,312.279999,519.299988,286.279999,415.440002,558.919983,362.200012,506.519989,552.159973,507.019989,349.100006,349.920013,499.890015,391.980011,489.049988,504.790009,610.340027,338.109985,413.440002,550.789978,270.600006,514.25,422.959991,328.190002,513.950012,289.929993,367.880005,286.209991,469.959991,497.980011,284.25,363.920013,368.040009,679.330017,326.399994,655.98999,527.070007,332.700012,298.070007,516.390015,546.150024,364.369995,326.670013,457.130005,254.589996,494.730011,516.48999,366.950012,317.920013,246.389999,503.220001,266.769989,359.609985,285.929993,266.690002,509.079987,542.950012,282.880005,290.390015,368.149994,486.279999,488.769989,294.160004,331.820007,682.02002,508.899994,289.570007,476.619995,512.659973,404.980011,513.390015,363.519989,540.02002,510.799988,632.659973,274.880005,368.769989,289.290009,298.98999,329.809998,348.410004,625.580017,387.779999,367.649994,369.950012,554.580017,360.350006,534.450012,349.600006,599.059998,384.359985,520.25,351.350006,267.619995,543.710022,493.160004,303.670013,270.75,586.340027,379.480011,293.25,443.399994,358.820007,597.98999,342.880005,434.480011,308.929993,541.940002,291.450012,520.700012,523.890015,573.140015,575.429993,378.809998,291.440002,375.5,294.290009,398.179993,503.380005,351.390015,315.880005,590.650024,421.380005,278.049988,365.359985,325.220001,366.959991,419.600006,351.850006,559.070007,307.630005,481.329987,490.700012,369.01001,501.769989,614.23999,311.690002,363.089996,476.890015,419.48999,355.809998,414.769989,529.559998,436.130005,291.570007,691.690002,287.98999,503.179993,335.660004,367.679993,370.019989,513.76001,497.890015,548.72998,569.190002,260.579987,379.059998,368.700012,361.399994,496.079987,520.650024,364.700012,418.649994,321.98999,485.230011,361.049988,300.690002,288.029999,396.720001,372.279999,265.720001,475.470001,338.619995,500.769989,438.269989,391.429993,491.170013,532.390015,326.459991,515.150024,281.040009,312.48999,386.700012,233.880005,342.390015,380.709991,613.150024,548.219971,267.529999,546.700012,379.5,338.690002,508.25,327.5,522.859985,286.130005,590.530029,520.549988,540.840027,384.480011,517.349976,310.100006,317.0,437.48999,360.299988,371.709991,518.909973,425.559998,363.829987,334.519989,418.070007,538.849976,531.049988,488.23999,495.98999,434.26001,320.269989,429.320007,611.659973,321.549988,304.209991,532.280029,470.609985,480.23999,338.920013,535.97998,337.450012,411.089996,315.440002,634.809998,449.869995,315.549988,370.980011,487.269989,511.769989,361.450012,264.75,354.299988,483.859985,311.690002,339.26001,485.0,419.890015,353.540009,349.359985,505.549988,326.459991,428.149994,343.089996,552.840027,541.450012,546.539978,502.779999,509.0,270.940002,567.52002,293.75,370.540009,499.23999,359.970001,335.779999,509.109985,501.670013,487.220001,294.149994,358.779999,291.519989,344.709991,327.769989,411.890015,535.960022,480.670013,470.5,515.409973,381.0,434.049988,361.809998,624.940002,266.839996,374.230011,539.849976,357.119995,520.809998,504.579987,376.160004,416.76001,299.109985,347.570007,337.589996,360.269989,293.119995,321.160004,592.640015,348.679993,315.480011,546.98999,380.01001,424.98999,490.579987,309.25,304.320007,508.820007,302.600006,256.079987,288.75,539.440002,338.049988,379.929993,325.220001,310.619995,271.200012,390.519989,356.970001,483.380005,286.730011,366.769989,491.359985,351.339996,364.130005,377.339996,343.429993,597.369995,250.100006,370.959991,613.119995,323.309998,485.799988,296.779999,373.690002,390.399994,641.900024,431.820007,645.719971,309.380005,488.279999,338.019989,265.320007,500.859985,311.649994,488.23999,533.5,603.349976,539.419983,304.290009,533.030029,493.329987,361.209991,677.719971,347.73999,278.549988,364.079987,272.790009,343.160004,366.420013,481.790009,546.880005,658.289978,473.079987,547.950012,307.350006,258.820007,557.590027,349.600006,358.820007,365.98999,509.640015,386.190002,359.459991,589.349976,682.609985,354.390015,616.469971,288.269989,687.400024,349.190002,538.599976,361.410004,527.390015,292.859985,281.209991,604.559998,369.029999,501.339996,366.230011,390.390015,539.809998,452.579987,363.910004,353.190002,315.929993,369.670013,408.25,550.119995,357.119995,489.820007,500.48999,349.290009,598.719971,491.869995,356.269989,339.850006,492.390015,421.420013,268.149994,313.299988,519.969971,631.849976,332.700012,327.730011,371.070007,488.51001,512.73999,336.059998,288.940002,329.089996,577.76001,257.950012,395.799988,484.670013,540.72998,362.75,547.919983,664.780029,427.140015,547.530029,439.170013,605.039978,291.769989,344.720001,466.26001,451.040009,494.73999,352.01001,372.779999,537.309998],\"type\":\"scatter\"},{\"mode\":\"lines\",\"name\":\"Predicted\",\"x\":[363,800,725,786,157,448,323,861,682,984,187,191,246,9,982,620,491,179,186,509,479,256,772,304,489,476,931,841,104,298,33,161,373,787,543,858,421,641,318,548,947,174,464,729,141,12,228,434,934,493,407,172,833,718,205,291,1007,331,996,184,563,118,677,134,483,495,607,918,481,77,154,895,859,988,722,81,763,803,410,979,547,613,969,319,260,432,901,408,202,728,113,900,555,27,726,785,941,830,399,864,746,290,167,949,835,885,965,536,183,517,126,227,687,148,932,668,1006,439,288,939,612,585,567,723,84,24,514,637,352,616,818,734,89,252,196,927,83,258,761,534,413,360,690,471,467,568,268,636,739,701,2,375,783,195,445,257,39,234,688,446,321,595,768,510,468,322,910,266,65,530,64,890,388,981,188,29,689,886,614,774,884,670,473,279,857,648,18,525,4,442,642,34,69,738,60,326,933,306,528,130,731,48,846,146,15,406,887,806,435,691,365,497,72,717,605,361,58,37,916,721,80,714,248,354,766,233,950,423,62,513,213,111,778,482,799,961,338,538,695,651,314,216,562,500,874,295,824,392,86,805,942,198,736,938,730,212,777,339,176,53,117,206,994,328,124,655,38,272,533,627,424,1008,586,501,681,353,808,120,989,466,173,293,624,41,63,164,661,131,54,458,308,819,748,155,175,845,707,999,261,265,66,565,263,577,475,160,259,877,332,433,438,428,749,907,474,940,485,364,713,278,178,720,945,975,57,780,159,762,935,645,583,598,621,715,317,255,669,603,551,447,385,19,351,342,754,666,156,597,345,823,282,301,856,286,633,752,450,165,312,753,472,372,414,604,166,930,324,283,929,879,181,78,782,382,875,427,95,897,349,812,755,652,170,527,844,91,683,784,920,492,581,756,200,876,553,70,791,43,292,199,660,742,426,296,143,952,133,948,853,51,44,775,767,315,243,1005,411,631,873,504,193,222,719,220,271,13,431,630,866,211,17,153,826,843,14,73,955,807,443,706,716,93,792,344,802,995,926,215,521,396,387,480,150,967,511,297,152,798,302,724,494,919,1003,781,169,415,891,608,45,409,744,112,398,602,277,972,496,590,380,679,437,773,646,913,912,310,390,541,405,102,712,238,25,914,559,430,158,20,289,587,330,758,376,635,710,502,743,978,453,119,606,588,251,579,647,594,444,954,401,816,245,145,350,694,829,611,899,221,311,515,85,817,671,177,108,242,684,115,35,441,549,546,1,634,490,848,571,101,662,751,369,878,11,456,1002,223,537,163,921,764,422,769,359,488,997,192,733,208,902,882,991,97,880,377,22,554,348,518,889,591,88,50,592,770,869,705,657,566,232,578,970,26,469,868,663,697,487,862,122,96,190,923,596,455,144,842,871,87,412,270,658,61,484,708,580,79,129,811,67,564,125,649,678,804,609,813,219,987,395,309,836,285,370,815,828,692,404,280,397,253,52,561,860,654,696,872,358,589,82,928,217,305,990,539,788,711,356,94,383,254,235,535,465,21,917,149,470,797,508,558,643,46,461,850,451,226,207,675,244,357,71,366,229,103,262,632,197,505,709,250,526,303,340,985,3,540,980,478,625,394,507,92,962,570,946,386,685,137,214,741,47,686,855,922,794,378,854,776,276,943,499,10,542,419,498,1000,703,892,959,664,865,463,203,760,273,140,362,628,512,300,911,951,327,964,402,953,329,750,294,615,440,436,971,519,831,284,99,676,574,264,239,457,503,105,896,343,619,735,76,906,638,275,249,840,556,418,59,883,925,371,136,506,623,851,49,40,477,908,5,110,704,732,316,757,936,1004,644,552,973,393,75,599,575,838,337,523,863],\"y\":[374.5888000059543,511.0652090222334,487.64248436268895,506.6929670857851,310.2543829410721,401.13455462010467,362.0966801875305,530.1156917453295,474.21345555788344,568.5289601869824,319.6234728048899,320.8726847867323,338.0493495370649,264.03353961290435,567.9043541960613,454.85066983932666,414.5635834249101,317.12504884120517,319.3111698094293,420.18503734320086,410.81594747938306,341.1723794916708,502.3207251493368,356.16292327377926,413.93897743398895,409.8790384930013,551.976901427571,523.8696318361176,293.7023241816607,354.28910530101575,271.5288115039586,311.5035949229145,377.7118299605602,507.00527008124567,430.803339188861,529.1787827589478,392.70237374266867,461.4090327439991,360.5351652102276,432.3648541661639,556.9737493549405,315.5635338639022,406.1314025474742,488.8916963445313,305.25753501370264,264.97044859928616,332.4278956187742,396.7623126836564,552.9138104139529,415.18818941583135,388.3301318062204,314.938927872981,521.3712078724329,485.45636339446474,325.2449267231806,352.1029843327916,575.711929082576,364.5951041512153,572.2765961325097,318.68656381850815,437.04939909807285,298.07456611810903,472.65194058058046,303.0714140454785,412.06515946122545,415.81279540675257,450.79073089833895,547.9169624865833,411.4405534703042,285.2701433042247,309.31747395469034,540.7339935909897,529.4910857544083,569.7781721688248,486.70557537630714,286.5193552860671,499.5099981901914,512.0021180086152,389.26704079260213,566.9674452096795,432.0525511707034,452.6645488711025,563.8444152550735,360.8474682056882,342.4215914735132,396.13770669273515,542.6078115637533,388.64243480168096,324.3080177367988,488.5793933490707,296.51305114080606,542.2955085682927,434.55097513438807,269.65499353119503,487.9547873581495,506.38066409032444,555.0999313821769,520.4342988860512,385.8317078425356,531.0526007317113,494.2008472673614,351.79068133733097,313.37741289567805,557.5983553458617,521.9958138633541,537.6109636363838,562.5952032732312,428.61721822063686,318.37426082304756,422.6834613068856,300.57299008179376,332.11559262331366,475.7749705351864,307.4436559819268,552.2892044230316,469.84121362143514,575.3996260871155,398.3238276609593,351.1660753464098,554.4753253912559,452.35224587564187,443.92006499820593,438.2986110799152,487.0178783717677,287.45626427244883,268.7180845448133,421.74655232050384,460.15982076215676,371.15346705588775,453.60145785748426,516.686662940524,490.45321132183426,289.0177792497518,339.92316750982843,322.43419976403527,550.7276894457286,287.14396127698825,341.796985482592,498.88539219927026,427.99261222971563,390.2039497789839,373.6518910195725,476.71187952156816,408.3175235156983,407.06831153385593,438.61091407537583,344.92001543719795,459.8475177666961,492.01472629913724,480.1472124716347,261.8474186446802,378.33643595148135,505.7560580994033,322.12189676857463,400.1976456337229,341.4846824871314,273.40262947672215,334.3017135915378,476.08727353064694,400.50994862918344,361.47207419660936,447.0430949528118,501.0715131674944,420.4973403386614,407.3806145293165,361.78437719206994,545.4185385228986,344.2954094462767,281.52250735869757,426.7434002478733,281.210204363237,539.1724786136867,382.3963748924691,567.5920512006007,319.9357758003505,270.27959952211626,476.3995765261076,537.9232666318444,452.9768518665631,502.94533114025796,537.2986606409231,470.4658196123563,408.9421295066195,348.3553483872645,528.8664797634872,463.59515371222324,266.8442665720497,425.1818852705703,262.47202463560143,399.2607366473411,461.72133573945973,271.8411144994192,282.77171934053996,491.7024233036766,279.9609923813946,363.03358917391233,552.6015074184922,356.7875292647005,426.1187942569521,301.8222020636361,489.51630233545245,276.21335643586747,525.4311468134206,306.8190499910056,265.9073575856679,388.01782881075974,538.235569627305,512.939026994997,397.07461567911696,477.02418251702875,375.21340599687545,416.43740139767374,283.7086283269217,485.14406039900416,450.1661249074177,373.96419401503306,279.3363863904734,272.778023485801,547.2923564956621,486.3932723808465,286.2070522906065,484.20715141262235,338.6739555279861,371.7780730468089,500.4469071765732,333.98941059607716,557.9106583413222,393.32697973358984,280.5855983723158,421.4342493250432,327.7433506868653,295.88844514988483,504.1945431221003,411.7528564657648,510.7529060267728,561.3459912913888,366.78122511943945,429.241824211558,478.2733944988711,464.53206269860505,359.2859532283852,328.6802596732471,436.73709610261227,417.3743103840555,534.1756306863173,353.35219631463394,518.5604809132876,383.64558687431145,288.08087026337,512.6267239995364,555.4122343776376,323.05880575495644,491.0778173127554,554.1630223957952,489.20399933999187,327.43104769140473,503.8822401266398,367.09352811490004,316.18813985482336,277.77487141317044,297.7622631226484,325.55722971864117,571.6519901415884,363.6581951648335,299.94838409087254,465.7812746804474,273.09032648126157,346.16922741904034,427.6803092342551,457.0367908075508,393.6392827290504,576.0242320780367,444.23236799366646,417.6866133795161,473.9011525624228,371.46577005134833,513.563632985918,298.6991721090302,570.0904751642854,406.75600853839535,315.2512308684416,352.7275903237128,456.099881821169,274.0272354676433,280.8979013677764,312.4405039092963,467.655092653211,302.1345050590967,278.08717440863103,404.25758457471056,357.41213525562165,516.9989659359846,494.82545325828255,309.6297769501509,315.8758368593628,525.11884381796,482.0210304443982,573.2135051188914,342.7338944689738,343.9831064508162,281.83481035415815,437.674005088994,343.35850045989497,441.42164103452114,409.56673549754066,311.1912919274539,342.1092884780526,535.1125396726991,364.9074071466759,396.4500096881958,398.01152466549877,394.8884947108928,495.13775625374313,544.4816295365168,409.2544325020801,554.7876283867164,412.6897654521466,374.90110300141487,483.8948484171618,348.04304539180384,316.8127458457446,486.08096938538597,556.3491433640194,565.7182332278371,279.02408339501284,504.8191491130215,310.8789889319933,499.19769519473084,553.2261134094134,462.6582447258415,443.2954590072847,447.9800039391936,455.16297283478724,484.519454408083,360.222862214767,340.86007649621024,470.1535166168957,449.54151891649656,433.30176315254573,400.8222516246441,381.4594659060873,267.1565695675103,370.84116406042716,368.0304371012818,496.6992712310461,469.2166076305139,309.9420799456115,447.66770094373305,368.9673460876636,518.248177917827,349.29225737364624,355.2260142873975,528.5541767680265,350.54146935548863,458.91060878031436,496.0746652401249,401.7591606110259,312.7528069047569,358.66134723746404,496.3869682355855,408.6298265111589,377.3995269650996,390.5162527744445,449.8538219119572,313.06510990021746,551.6645984321104,362.40898318299116,349.6045603691068,551.3522954366499,535.7371456636201,317.74965483212634,285.5824462996853,505.4437551039427,380.52255691970555,534.4879336817778,394.5761917154322,290.8915972225154,541.3585995819109,370.21655806950594,514.8128449677605,497.0115742265067,464.84436569406563,314.31432188205986,425.8064912614915,524.8065408224995,289.642385240673,474.52575855334396,506.0683610948639,548.5415684775046,414.87588642037076,442.67085301636354,497.3238772219673,323.6834117458776,534.8002366772384,433.9263691434669,283.08402233600054,508.25448206308806,274.65184145856455,352.41528732825213,323.371108750417,467.34278965775036,492.951635285519,394.26388871997165,353.6644993100945,305.8821410046238,558.5352643322435,302.7591110500179,557.2860523504012,527.6172677816448,277.1502654222493,274.96414445402513,503.25763413571855,500.7592101720338,359.5982562238458,337.1124405506831,575.087323091655,389.5793437880627,458.28600278939314,533.8633276908566,418.6235223658979,321.49729077765346,330.5540776460107,485.76866638992533,329.9294716550895,345.8569244235797,265.28275159474674,395.8254036972746,457.9736997939326,531.6772067226325,327.11874469594414,266.53196357658913,309.00517095922976,519.1850869042088,524.4942378270389,265.5950545902073,284.0209313223823,559.4721733186252,513.2513299904575,399.5730396428017,481.7087274489377,484.8317574035436,290.26699123159415,508.56678505854865,368.655043092203,511.68981501315454,571.964293137049,550.4153864502681,328.36795667778654,423.932673288728,384.89479885615384,382.08407189700847,411.12825047484364,308.06826197284795,563.2198092641524,420.80964333412203,353.9768023055551,308.6928679637692,510.4406030313122,355.5383172828581,487.3301813672283,415.50049241129193,548.229265482044,574.4627171007337,505.1314521084821,314.0020188865992,390.8285557699051,539.4847816091474,451.10303389379953,275.2764474494857,388.95473779714155,493.57624127644016,296.2007481453454,385.519404847075,449.229215921036,347.73074239634326,564.7813242414554,416.1250984022131,445.48157997550885,379.8979509287843,473.2765465715016,397.6992216700381,502.6330281447974,462.97054772130207,546.3554475092803,546.0431445138197,358.0367412465429,383.0209808833903,430.1787331979398,387.70552581529915,293.0777181907395,483.5825454217012,335.55092557338014,269.03038754027386,546.667750504741,435.8001871162305,395.513100701814,310.56668593653274,267.4688725629709,351.4783783418704,444.5446709891271,364.28280115575467,497.9484832128885,378.648738946942,459.53521477123553,482.95793943078,417.9989163749767,493.2639382809796,566.6551422142189,402.69606959740764,298.3868691135696,450.47842790287837,444.8569739845877,339.61086451436785,442.0462470254423,463.28285071676265,446.73079195735124,399.8853426382623,559.1598703231647,386.4563138334568,516.0620569496028,337.7370465416043,306.50674699554503,370.5288610649666,477.96109150341056,520.1219958905906,452.03994288018134,541.983205572832,330.24177465055004,358.3490442420034,422.05885531596437,287.7685672679094,516.3743599450635,470.7781226078169,316.500442850284,294.9515361635031,336.80013755522253,474.8380615488046,297.1376571317272,272.15341749487976,398.9484336518805,432.67715716162456,431.74024817524275,261.5351156492196,459.22291177577495,414.2512804294496,526.0557528043419,439.5478230617576,292.76541519527893,467.9673956486715,495.76236224466436,376.46261797871784,535.4248426681596,264.6581456038256,403.6329785837894,574.1504141052732,330.86638064147127,428.92952121609744,312.1282009138357,548.8538714729651,499.822301185652,393.01467673812925,501.383816162955,373.3395880241119,413.62667443852837,572.5888991279702,321.1849877821929,490.1409083263736,326.1818357095624,542.9201145592139,536.6740546500021,570.7150811552067,291.51620321343654,536.0494486590808,378.9610419424026,268.09347855389206,434.23867213892754,369.9042550740454,422.9957643023462,538.8601756182261,445.79388297096943,288.7054762542912,276.8379624267887,446.1061859664301,501.6961191584156,532.6141157090143,481.39642445347704,466.40588067136855,437.98630808445466,333.6771076006166,441.7339440299818,564.1567182505341,269.34269053573445,407.69291752477716,532.3018127135538,468.27969864413217,478.8980004897923,413.3143714430678,530.4279947407902,299.32377809995137,291.20390021797596,320.5603817912717,549.4784774638863,447.3553979482724,403.3206755883288,306.19444400008445,524.1819348315782,533.2387216999355,288.39317325883064,389.89164678352336,345.5446214281191,466.7181836668292,280.27329537685523,412.377462456686,482.33333343985885,442.35855002090295,285.89474929514586,301.5098990681755,514.5005419722999,282.14711334961873,437.36170209353344,300.2606870863332,463.9074567076839,472.96424357604104,512.3144210040757,451.4153368892601,515.125147963221,329.6171686596289,569.4658691733642,384.58249586069326,357.72443825108223,522.3081168588147,350.229166360028,376.77492097417843,515.7497539541423,519.80969289513,477.33648551248933,387.39322281983857,348.66765138272507,385.2071018516144,340.2354705052891,277.46256841770986,436.4247931071517,529.8033887498689,465.4689716849868,478.5856974943317,533.5510246953961,373.0272850286513,445.16927698004827,286.83165828152767,551.0399924411893,328.9925626687077,356.4752262692399,570.402778159746,429.5541272070186,507.31757307670625,483.2702424262406,372.4026790377301,290.5792942270548,380.83485991516613,340.54777350074966,334.6140165869984,428.3049152251763,406.4437055429347,267.78117555843147,547.6046594911227,307.75595897738737,408.0052205202377,510.12830003585157,419.8727343477402,435.4878841207699,462.03363873492026,275.5887504449463,405.1944935610924,526.680358795263,402.0714636064864,331.803289627853,325.86953271410175,472.0273345896593,337.4247435461437,372.7149820331907,283.3963253314611,375.52570899233604,332.7401986142348,293.3900211862001,343.0461974644344,458.5983057848538,322.74650275949585,418.93582536135847,482.64563643531943,339.29856151890726,425.4941882660309,355.8506202783187,367.4058311103606,568.8412631824431,262.1597216401408,429.86643020247925,567.2797482051401,410.50364448392247,456.41218481662963,384.2701928652326,419.56043135227964,289.95468823613356,561.6582942868495,439.235520066297,556.6614463594799,381.7717689015479,475.1503645442652,304.00832303186024,328.0556536823259,492.6393322900584,275.9010534404069,475.46266753972577,528.241873772566,549.1661744684257,509.1913910494698,379.27334493786316,527.9295707771054,503.56993713117913,347.4184394008827,555.7245373730982,417.0620073885949,264.345842608365,430.4910361934004,392.0777677517475,416.7497043931343,573.525808114352,480.77181846255587,539.7970846046079,560.7213853004677,468.59200163959275,531.3649037271718,405.81909955201354,324.6203207322594,498.5730892038097,346.4815304145009,304.94523201824205,374.2764970104937,457.3490938030114,421.1219463295826,354.9137112919369,545.7308415183592,558.2229613367829,363.3458921693729,562.2829002777706,386.7686168289174,558.8475673277042,363.97049816029414,495.4500592492037,353.03989331917336,453.2891548620237,398.63613065641994,397.38691867457754,564.4690212459948,423.30806729780676,520.7466018815118,349.91686336456746,292.14080920435777,472.3396375851198,440.48473204813934,343.67080345535555,335.8632285688407,403.94528157925004,418.31121937043724,294.01462717712127,541.0462965864504,368.34274009674243,454.538366843866,490.76551431729484,284.9578403087641,544.1693265410563,460.4721237576173,347.1061364054221,338.9862585234467,523.5573288406571,434.8632781298487,391.76546475628686,279.648689385934,536.9863576454626,550.1030834548076,377.087223969639,303.69602003639966,419.24812835681905,455.78757882570847,526.9926617907236,276.5256594313281,273.71493247218274,410.19134148846183,544.7939325319774,262.784327631062,295.57614215442425,481.08412145801645,489.8286053309131,359.9105592193064,497.63618021742786,553.5384164048739,574.7750200961943,462.3459417303809,433.6140661480063,565.093627236916,383.9578898697721,284.6455373133035,448.2923069346542,440.7970350436,522.9327228497359,366.46892212397887,424.55727927964915,530.7402977362508],\"type\":\"scatter\"}],                        {\"template\":{\"data\":{\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"choropleth\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"contourcarpet\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"contour\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmapgl\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmap\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2dcontour\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2d\"}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattermapbox\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolargl\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolar\"}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"ternary\":{\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2}}},\"title\":{\"text\":\"Stock Prices of given stock\"},\"xaxis\":{\"title\":{\"font\":{\"color\":\"#7f7f7f\",\"family\":\"Courier New, monospace\",\"size\":18},\"text\":\"Day\"}},\"yaxis\":{\"title\":{\"font\":{\"color\":\"#7f7f7f\",\"family\":\"Courier New, monospace\",\"size\":18},\"text\":\"Price\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('97f856ac-1e89-4e59-9fe4-92dd28314747');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "iplot(plot2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "268c3c19",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Metric           Train                Test        \n",
      "r2_score  0.7028958230325895\t0.7274982898502823\n",
      "MSE       3434.5839374687735\t3359.5269242393792\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Calculate scores for model evaluation\n",
    "\n",
    "scores = f\"\"\"\n",
    "{'Metric'.ljust(10)}{'Train'.center(20)}{'Test'.center(20)}\n",
    "{'r2_score'.ljust(10)}{r2_score(Y_train, lm.predict(X_train))}\\t{r2_score(Y_test, lm.predict(X_test))}\n",
    "{'MSE'.ljust(10)}{mse(Y_train, lm.predict(X_train))}\\t{mse(Y_test, lm.predict(X_test))}\n",
    "\"\"\"\n",
    "print(scores)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.8.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}