buy-sell.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# EN - Libraries that I will use\n",
    "# TR - Buradaki kütüphaneleri kullanacağım\n",
    "\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "\n",
    "import yfinance as yf\n",
    "from yahoofinancials import YahooFinancials\n",
    "import plotly.graph_objects as go\n",
    "\n",
    "from stldecompose import decompose"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data Reading Process (Veri Okuma İşlemi)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "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",
       "    <tr>\n",
       "      <th>Date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>2017-01-02</td>\n",
       "      <td>6.210000</td>\n",
       "      <td>6.230000</td>\n",
       "      <td>6.090000</td>\n",
       "      <td>6.120000</td>\n",
       "      <td>5.945573</td>\n",
       "      <td>5250034</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-01-03</td>\n",
       "      <td>6.125000</td>\n",
       "      <td>6.155000</td>\n",
       "      <td>6.025000</td>\n",
       "      <td>6.025000</td>\n",
       "      <td>5.853282</td>\n",
       "      <td>2642448</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-01-04</td>\n",
       "      <td>6.040000</td>\n",
       "      <td>6.125000</td>\n",
       "      <td>6.040000</td>\n",
       "      <td>6.080000</td>\n",
       "      <td>5.906714</td>\n",
       "      <td>2622292</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-01-05</td>\n",
       "      <td>6.115000</td>\n",
       "      <td>6.155000</td>\n",
       "      <td>6.050000</td>\n",
       "      <td>6.135000</td>\n",
       "      <td>5.960145</td>\n",
       "      <td>3975174</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-01-06</td>\n",
       "      <td>6.135000</td>\n",
       "      <td>6.215000</td>\n",
       "      <td>6.100000</td>\n",
       "      <td>6.185000</td>\n",
       "      <td>6.008721</td>\n",
       "      <td>3745160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2020-10-20</td>\n",
       "      <td>18.120001</td>\n",
       "      <td>18.370001</td>\n",
       "      <td>18.080000</td>\n",
       "      <td>18.190001</td>\n",
       "      <td>18.190001</td>\n",
       "      <td>48560660</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2020-10-21</td>\n",
       "      <td>18.250000</td>\n",
       "      <td>18.270000</td>\n",
       "      <td>18.070000</td>\n",
       "      <td>18.110001</td>\n",
       "      <td>18.110001</td>\n",
       "      <td>18468514</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2020-10-22</td>\n",
       "      <td>18.090000</td>\n",
       "      <td>18.490000</td>\n",
       "      <td>18.000000</td>\n",
       "      <td>18.280001</td>\n",
       "      <td>18.280001</td>\n",
       "      <td>52222765</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2020-10-23</td>\n",
       "      <td>18.340000</td>\n",
       "      <td>18.379999</td>\n",
       "      <td>17.780001</td>\n",
       "      <td>18.049999</td>\n",
       "      <td>18.049999</td>\n",
       "      <td>30597004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2020-10-26</td>\n",
       "      <td>17.950001</td>\n",
       "      <td>17.950001</td>\n",
       "      <td>17.620001</td>\n",
       "      <td>17.750000</td>\n",
       "      <td>17.750000</td>\n",
       "      <td>11906994</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>985 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                 Open       High        Low      Close  Adj Close    Volume\n",
       "Date                                                                       \n",
       "2017-01-02   6.210000   6.230000   6.090000   6.120000   5.945573   5250034\n",
       "2017-01-03   6.125000   6.155000   6.025000   6.025000   5.853282   2642448\n",
       "2017-01-04   6.040000   6.125000   6.040000   6.080000   5.906714   2622292\n",
       "2017-01-05   6.115000   6.155000   6.050000   6.135000   5.960145   3975174\n",
       "2017-01-06   6.135000   6.215000   6.100000   6.185000   6.008721   3745160\n",
       "...               ...        ...        ...        ...        ...       ...\n",
       "2020-10-20  18.120001  18.370001  18.080000  18.190001  18.190001  48560660\n",
       "2020-10-21  18.250000  18.270000  18.070000  18.110001  18.110001  18468514\n",
       "2020-10-22  18.090000  18.490000  18.000000  18.280001  18.280001  52222765\n",
       "2020-10-23  18.340000  18.379999  17.780001  18.049999  18.049999  30597004\n",
       "2020-10-26  17.950001  17.950001  17.620001  17.750000  17.750000  11906994\n",
       "\n",
       "[985 rows x 6 columns]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# EN - I do a retrospective analysis of trading situations using Aselsan stocks, so I started the data from 2017 \n",
    "# TR - Aselsan hisse senedini kullanarak, al sat durumlarının analizini geriye dönük yapıyorum. Bu sebepten veriyi 2017 yılından başlattım.\n",
    "asels_df = yf.download(\"ASELS.IS\",start = \"2017-01-01\",progress=False)\n",
    "asels_df.index = pd.to_datetime(asels_df.index)\n",
    "asels_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "close": [
          6.119999885559082,
          6.025000095367432,
          6.079999923706055,
          6.135000228881836,
          6.184999942779541,
          6.494999885559082,
          6.625,
          6.554999828338623,
          6.579999923706055,
          6.590000152587891,
          6.849999904632568,
          7.050000190734863,
          6.945000171661377,
          6.840000152587891,
          6.860000133514404,
          6.849999904632568,
          6.755000114440918,
          6.53000020980835,
          6.71999979019165,
          6.659999847412109,
          6.789999961853027,
          6.829999923706055,
          6.840000152587891,
          6.809999942779541,
          6.824999809265137,
          7.010000228881836,
          7,
          6.960000038146973,
          6.949999809265137,
          6.96999979019165,
          6.965000152587891,
          6.889999866485596,
          6.735000133514404,
          6.675000190734863,
          6.675000190734863,
          6.675000190734863,
          6.960000038146973,
          6.945000171661377,
          7.099999904632568,
          7.099999904632568,
          7.289999961853027,
          7.574999809265137,
          7.994999885559082,
          7.885000228881836,
          7.889999866485596,
          7.945000171661377,
          8.239999771118164,
          8.390000343322754,
          8.274999618530273,
          8.40999984741211,
          8.65999984741211,
          8.949999809265137,
          8.880000114440918,
          8.774999618530273,
          8.675000190734863,
          8.739999771118164,
          8.529999732971191,
          8.5649995803833,
          8.569999694824219,
          8.569999694824219,
          8.40999984741211,
          8.449999809265137,
          8.569999694824219,
          8.625,
          8.494999885559082,
          8.569999694824219,
          8.545000076293945,
          8.579999923706055,
          8.494999885559082,
          8.5,
          8.574999809265137,
          8.539999961853027,
          8.5600004196167,
          8.449999809265137,
          8.484999656677246,
          8.5600004196167,
          8.614999771118164,
          9.015000343322754,
          9.585000038146973,
          9.399999618530273,
          9.399999618530273,
          9.350000381469727,
          9.404999732971191,
          9.414999961853027,
          9.765000343322754,
          9.765000343322754,
          10.34000015258789,
          10.140000343322754,
          10.449999809265137,
          10.59000015258789,
          10.569999694824219,
          10.449999809265137,
          10.489999771118164,
          10.369999885559082,
          10.319999694824219,
          10.600000381469727,
          11,
          11.039999961853027,
          10.640000343322754,
          10.640000343322754,
          10.5,
          10.670000076293945,
          10.670000076293945,
          10.609999656677246,
          10.640000343322754,
          10.6899995803833,
          10.670000076293945,
          10.970000267028809,
          11.0600004196167,
          11,
          10.960000038146973,
          11.020000457763672,
          10.920000076293945,
          10.930000305175781,
          11.029999732971191,
          11.050000190734863,
          11.010000228881836,
          11,
          11.029999732971191,
          10.920000076293945,
          10.899999618530273,
          10.850000381469727,
          10.989999771118164,
          11.039999961853027,
          11.010000228881836,
          11.010000228881836,
          11.010000228881836,
          11,
          10.970000267028809,
          10.930000305175781,
          10.899999618530273,
          10.850000381469727,
          10.739999771118164,
          10.8100004196167,
          10.760000228881836,
          10.779999732971191,
          10.869999885559082,
          10.819999694824219,
          10.829999923706055,
          10.84000015258789,
          11.010000228881836,
          11.729999542236328,
          11.989999771118164,
          11.569999694824219,
          11.699999809265137,
          11.930000305175781,
          11.949999809265137,
          12.020000457763672,
          12.149999618530273,
          12.15999984741211,
          12.029999732971191,
          11.989999771118164,
          12.050000190734863,
          12.050000190734863,
          12.239999771118164,
          12.899999618530273,
          12.960000038146973,
          13.09000015258789,
          13.329999923706055,
          13.1899995803833,
          13.59000015258789,
          13.470000267028809,
          13.319999694824219,
          13.180000305175781,
          13.25,
          13.270000457763672,
          13.100000381469727,
          13.380000114440918,
          13.380000114440918,
          13.300000190734863,
          13.25,
          13.350000381469727,
          13.350000381469727,
          13.5,
          13.5,
          13.5,
          13.350000381469727,
          13.449999809265137,
          13.420000076293945,
          13.380000114440918,
          13.539999961853027,
          13.550000190734863,
          13.739999771118164,
          13.710000038146973,
          13.670000076293945,
          13.449999809265137,
          13.199999809265137,
          13.390000343322754,
          13.180000305175781,
          13.100000381469727,
          12.220000267028809,
          12.520000457763672,
          12.5600004196167,
          13.170000076293945,
          13.149999618530273,
          13.350000381469727,
          13.289999961853027,
          13.329999923706055,
          13.1899995803833,
          13.260000228881836,
          12.9399995803833,
          13.260000228881836,
          13.220000267028809,
          13.510000228881836,
          13.779999732971191,
          14.149999618530273,
          14.350000381469727,
          14.350000381469727,
          14.460000038146973,
          14.880000114440918,
          15.470000267028809,
          15.75,
          15.770000457763672,
          16.110000610351562,
          16.079999923706055,
          16.309999465942383,
          16.969999313354492,
          16.639999389648438,
          16.979999542236328,
          17.690000534057617,
          19.25,
          19.43000030517578,
          19.700000762939453,
          19.649999618530273,
          19.8799991607666,
          21.049999237060547,
          22.6299991607666,
          20.059999465942383,
          16.18000030517578,
          16.809999465942383,
          16.6299991607666,
          16.639999389648438,
          16.389999389648438,
          16.079999923706055,
          16.1200008392334,
          16.1200008392334,
          15.020000457763672,
          15,
          16.649999618530273,
          16.5,
          16.329999923706055,
          16.1200008392334,
          15.819999694824219,
          15.899999618530273,
          16.760000228881836,
          16.709999084472656,
          16.3799991607666,
          16.100000381469727,
          16.309999465942383,
          16.510000228881836,
          16.3700008392334,
          16.209999084472656,
          16.219999313354492,
          16.1200008392334,
          16.06999969482422,
          16.209999084472656,
          16.209999084472656,
          15.289999961853027,
          15.270000457763672,
          15.899999618530273,
          15.899999618530273,
          16.469999313354492,
          16,
          16.110000610351562,
          16.15999984741211,
          16.239999771118164,
          16,
          15.859999656677246,
          16.059999465942383,
          15.9399995803833,
          15.510000228881836,
          16.1299991607666,
          15.949999809265137,
          16.020000457763672,
          15.859999656677246,
          15.970000267028809,
          15.9399995803833,
          17.100000381469727,
          16.440000534057617,
          16.280000686645508,
          16.290000915527344,
          16.530000686645508,
          16.6200008392334,
          16.700000762939453,
          16.43000030517578,
          16.149999618530273,
          15.850000381469727,
          15.960000038146973,
          15.5,
          15.5,
          15.5,
          15.25,
          16.260000228881836,
          15.970000267028809,
          16.079999923706055,
          16.15999984741211,
          15.65999984741211,
          16.229999542236328,
          16.079999923706055,
          16.079999923706055,
          16.139999389648438,
          15.729999542236328,
          15.630000114440918,
          15.319999694824219,
          15.149999618530273,
          15.329999923706055,
          15.119999885559082,
          15.170000076293945,
          15.119999885559082,
          15.210000038146973,
          15.4399995803833,
          15.670000076293945,
          15.520000457763672,
          15.430000305175781,
          15.390000343322754,
          15.239999771118164,
          15.329999923706055,
          15.399999618530273,
          15.3100004196167,
          15.399999618530273,
          15.40999984741211,
          15.300000190734863,
          15.270000457763672,
          15.34000015258789,
          15.489999771118164,
          15.359999656677246,
          15.09000015258789,
          14.5,
          14.220000267028809,
          14.3100004196167,
          13.84000015258789,
          13.59000015258789,
          13.359999656677246,
          13.350000381469727,
          13.270000457763672,
          13.529999732971191,
          13.229999542236328,
          13.529999732971191,
          13.390000343322754,
          13.3100004196167,
          13.3100004196167,
          13.050000190734863,
          12.699999809265137,
          12.59000015258789,
          13.380000114440918,
          12.59000015258789,
          12.59000015258789,
          12.579999923706055,
          12.399999618530273,
          12.289999961853027,
          12.149999618530273,
          11.59000015258789,
          11.699999809265137,
          11.720000267028809,
          11.569999694824219,
          11.760000228881836,
          11.729999542236328,
          11.850000381469727,
          12.1899995803833,
          12.029999732971191,
          11.920000076293945,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          10.770000457763672,
          10.699999809265137,
          10.880000114440918,
          10.619999885559082,
          10.520000457763672,
          10.25,
          10.25,
          9.800000190734863,
          10.149999618530273,
          10.430000305175781,
          10.609999656677246,
          10.569999694824219,
          10.680000305175781,
          11.09000015258789,
          11.350000381469727,
          11.539999961853027,
          11.529999732971191,
          11.890000343322754,
          11.970000267028809,
          12.0600004196167,
          12.789999961853027,
          13.25,
          13.680000305175781,
          13.760000228881836,
          12.670000076293945,
          13,
          13.029999732971191,
          13.399999618530273,
          14.359999656677246,
          14.1899995803833,
          14.130000114440918,
          14.119999885559082,
          14.420000076293945,
          13.84000015258789,
          14.210000038146973,
          13.630000114440918,
          13.539999961853027,
          13.739999771118164,
          13.569999694824219,
          13.670000076293945,
          13.039999961853027,
          13.579999923706055,
          13.199999809265137,
          13.350000381469727,
          13.34000015258789,
          13.470000267028809,
          13.270000457763672,
          12.609999656677246,
          13.539999961853027,
          12.960000038146973,
          12.970000267028809,
          12.539999961853027,
          12.59000015258789,
          12.59000015258789,
          12.59000015258789,
          12.59000015258789,
          12.59000015258789,
          12.720000267028809,
          13.319999694824219,
          13.050000190734863,
          13.050000190734863,
          12.899999618530273,
          13.279999732971191,
          13.039999961853027,
          13,
          13.039999961853027,
          13.020000457763672,
          12.920000076293945,
          13.050000190734863,
          12.9399995803833,
          13.079999923706055,
          13.15999984741211,
          13.210000038146973,
          13.489999771118164,
          13.470000267028809,
          13.229999542236328,
          13.359999656677246,
          13.649999618530273,
          13.8100004196167,
          13.699999809265137,
          13.890000343322754,
          13.819999694824219,
          13.84000015258789,
          13.75,
          13.579999923706055,
          12.90999984741211,
          13.510000228881836,
          13.430000305175781,
          13.489999771118164,
          13.050000190734863,
          13.09000015258789,
          13.65999984741211,
          14.180000305175781,
          13.890000343322754,
          13.640000343322754,
          13.710000038146973,
          13.4399995803833,
          12.989999771118164,
          12.880000114440918,
          12.5600004196167,
          12.859999656677246,
          12.4399995803833,
          12.4399995803833,
          12.479999542236328,
          12.550000190734863,
          13.050000190734863,
          13.550000190734863,
          13.680000305175781,
          13.489999771118164,
          13.819999694824219,
          13.6899995803833,
          13.859999656677246,
          13.729999542236328,
          13.779999732971191,
          13.800000190734863,
          13.949999809265137,
          13.609999656677246,
          13.470000267028809,
          13.010000228881836,
          13.25,
          13.09000015258789,
          13.100000381469727,
          13.15999984741211,
          13.25,
          13.609999656677246,
          13.619999885559082,
          13.350000381469727,
          13.180000305175781,
          13.050000190734863,
          13.15999984741211,
          13.220000267028809,
          13.319999694824219,
          13.010000228881836,
          12.899999618530273,
          12.430000305175781,
          12.420000076293945,
          11.930000305175781,
          11.680000305175781,
          11.75,
          11.960000038146973,
          11.770000457763672,
          12.149999618530273,
          12.199999809265137,
          11.989999771118164,
          12.029999732971191,
          12.0600004196167,
          11.930000305175781,
          12.079999923706055,
          12.079999923706055,
          11.770000457763672,
          11.34000015258789,
          11.479999542236328,
          11.460000038146973,
          11.470000267028809,
          11.470000267028809,
          11.770000457763672,
          11.609999656677246,
          11.5600004196167,
          11.680000305175781,
          11.84000015258789,
          11.8100004196167,
          12.079999923706055,
          12.079999923706055,
          12.15999984741211,
          12.34000015258789,
          12.5600004196167,
          12.550000190734863,
          12.539999961853027,
          12.75,
          13.1899995803833,
          12.859999656677246,
          12.420000076293945,
          12.149999618530273,
          11.9399995803833,
          11.880000114440918,
          11.869999885559082,
          11.859999656677246,
          12.239999771118164,
          11.8100004196167,
          11.670000076293945,
          12.010000228881836,
          12.199999809265137,
          12.279999732971191,
          12.149999618530273,
          12.289999961853027,
          12.5600004196167,
          12.819999694824219,
          12.550000190734863,
          12.789999961853027,
          12.279999732971191,
          12.319999694824219,
          11.960000038146973,
          12.069999694824219,
          12.109999656677246,
          11.9399995803833,
          11.510000228881836,
          11.359999656677246,
          11.229999542236328,
          11.5,
          11.369999885559082,
          11.390000343322754,
          11.640000343322754,
          11.760000228881836,
          11.770000457763672,
          11.510000228881836,
          11.3100004196167,
          11.109999656677246,
          11.0600004196167,
          10.949999809265137,
          10.020000457763672,
          10.319999694824219,
          10.470000267028809,
          10.460000038146973,
          10.420000076293945,
          10.399999618530273,
          10.619999885559082,
          10.770000457763672,
          10.6899995803833,
          10.710000038146973,
          10.619999885559082,
          10.670000076293945,
          10.479999542236328,
          10.470000267028809,
          10.600000381469727,
          10.710000038146973,
          10.600000381469727,
          10.600000381469727,
          10.529999732971191,
          10.529999732971191,
          10.699999809265137,
          10.489999771118164,
          10.65999984741211,
          10.369999885559082,
          10.25,
          10.25,
          10.0600004196167,
          10.15999984741211,
          10,
          10.149999618530273,
          9.755000114440918,
          9.399999618530273,
          9.255000114440918,
          8.864999771118164,
          9.114999771118164,
          8.899999618530273,
          8.850000381469727,
          9.479999542236328,
          8.895000457763672,
          8.819999694824219,
          8.300000190734863,
          8.364999771118164,
          8.595000267028809,
          8.505000114440918,
          8.654999732971191,
          8.6850004196167,
          9.010000228881836,
          9.114999771118164,
          9.069999694824219,
          9.069999694824219,
          9.069999694824219,
          9.069999694824219,
          9.3149995803833,
          9.550000190734863,
          9.21500015258789,
          9.319999694824219,
          8.960000038146973,
          8.8149995803833,
          9.045000076293945,
          9.175000190734863,
          8.954999923706055,
          9,
          8.949999809265137,
          9.039999961853027,
          9,
          8.869999885559082,
          9,
          9,
          9.425000190734863,
          9.420000076293945,
          9.204999923706055,
          9.119999885559082,
          9.03499984741211,
          8.90999984741211,
          8.529999732971191,
          8.5649995803833,
          8.645000457763672,
          8.350000381469727,
          8.350000381469727,
          8.489999771118164,
          8.989999771118164,
          9.170000076293945,
          9.125,
          9.029999732971191,
          9.130000114440918,
          9.239999771118164,
          9.079999923706055,
          9.4350004196167,
          9.904999732971191,
          9.654999732971191,
          9.475000381469727,
          9.760000228881836,
          9.454999923706055,
          9.3100004196167,
          9.305000305175781,
          8.75,
          8.625,
          8.614999771118164,
          8.614999771118164,
          8.614999771118164,
          8.614999771118164,
          8.5649995803833,
          8.460000038146973,
          8.545000076293945,
          8.8100004196167,
          9.020000457763672,
          8.770000457763672,
          8.819999694824219,
          8.954999923706055,
          9.0649995803833,
          8.904999732971191,
          9.119999885559082,
          9.119999885559082,
          9.425000190734863,
          9.369999885559082,
          9.600000381469727,
          9.574999809265137,
          9.625,
          9.670000076293945,
          9.989999771118164,
          10.140000343322754,
          9.925000190734863,
          9.984999656677246,
          10.039999961853027,
          9.789999961853027,
          9.654999732971191,
          9.4399995803833,
          9.350000381469727,
          9.270000457763672,
          9.444999694824219,
          9.430000305175781,
          9.329999923706055,
          9.78499984741211,
          10.069999694824219,
          9.720000267028809,
          9.65999984741211,
          9.484999656677246,
          9.53499984741211,
          9.5,
          9.359999656677246,
          9.164999961853027,
          8.994999885559082,
          9.104999542236328,
          8.539999961853027,
          8.630000114440918,
          8.460000038146973,
          8.470000267028809,
          8.930000305175781,
          8.795000076293945,
          8.854999542236328,
          9.079999923706055,
          9.074999809265137,
          9.345000267028809,
          9.329999923706055,
          9.170000076293945,
          9.164999961853027,
          9.180000305175781,
          9.425000190734863,
          9.4399995803833,
          9.300000190734863,
          9.470000267028809,
          9.475000381469727,
          9.385000228881836,
          9.529999732971191,
          9.649999618530273,
          9.479999542236328,
          9.5600004196167,
          9.645000457763672,
          9.720000267028809,
          9.699999809265137,
          9.654999732971191,
          9.630000114440918,
          9.390000343322754,
          9.444999694824219,
          9.324999809265137,
          9.399999618530273,
          9.335000038146973,
          9.395000457763672,
          9.390000343322754,
          9.46500015258789,
          9.850000381469727,
          9.6850004196167,
          9.75,
          9.680000305175781,
          9.5600004196167,
          9.770000457763672,
          9.770000457763672,
          9.760000228881836,
          9.729999542236328,
          9.595000267028809,
          9.609999656677246,
          9.585000038146973,
          9.614999771118164,
          9.8100004196167,
          9.854999542236328,
          9.850000381469727,
          9.84000015258789,
          10.220000267028809,
          10.470000267028809,
          10.789999961853027,
          10.890000343322754,
          11.039999961853027,
          11.210000038146973,
          11.140000343322754,
          11.430000305175781,
          11.350000381469727,
          11.449999809265137,
          11.640000343322754,
          11.489999771118164,
          11.449999809265137,
          11.449999809265137,
          11.539999961853027,
          11.550000190734863,
          11.539999961853027,
          11.430000305175781,
          11.460000038146973,
          11.670000076293945,
          11.630000114440918,
          11.649999618530273,
          11.829999923706055,
          11.760000228881836,
          11.6899995803833,
          12.289999961853027,
          12.1899995803833,
          12.199999809265137,
          12.210000038146973,
          12.050000190734863,
          12.380000114440918,
          13.979999542236328,
          14.109999656677246,
          14.539999961853027,
          14.430000305175781,
          14.59000015258789,
          14.90999984741211,
          14.170000076293945,
          14.430000305175781,
          14.3100004196167,
          14.529999732971191,
          14.5,
          14.050000190734863,
          13.829999923706055,
          14.119999885559082,
          15.180000305175781,
          14.90999984741211,
          15.180000305175781,
          14.90999984741211,
          13.859999656677246,
          13.029999732971191,
          13.029999732971191,
          12.210000038146973,
          12.710000038146973,
          11.460000038146973,
          10.9399995803833,
          10.920000076293945,
          10.539999961853027,
          10.65999984741211,
          10.390000343322754,
          11.420000076293945,
          11.710000038146973,
          12.109999656677246,
          11.529999732971191,
          11.619999885559082,
          11.800000190734863,
          11.4399995803833,
          11.550000190734863,
          11.630000114440918,
          11.880000114440918,
          12.199999809265137,
          12.460000038146973,
          12.609999656677246,
          12.569999694824219,
          12.470000267028809,
          13.640000343322754,
          13.130000114440918,
          13.369999885559082,
          13.5600004196167,
          13.699999809265137,
          13.479999542236328,
          13.420000076293945,
          13.319999694824219,
          13.739999771118164,
          13.65999984741211,
          13.720000267028809,
          13.59000015258789,
          13.229999542236328,
          13.529999732971191,
          13.4399995803833,
          13.449999809265137,
          13.260000228881836,
          13.399999618530273,
          13.729999542236328,
          14.359999656677246,
          14.59000015258789,
          14.449999809265137,
          14.619999885559082,
          14.729999542236328,
          14.760000228881836,
          14.649999618530273,
          15.029999732971191,
          15.050000190734863,
          15.09000015258789,
          15.930000305175781,
          16.309999465942383,
          15.899999618530273,
          15.84000015258789,
          15.949999809265137,
          15.789999961853027,
          15.8100004196167,
          16.110000610351562,
          16.1299991607666,
          16.079999923706055,
          16,
          16.25,
          15.960000038146973,
          16.299999237060547,
          16.290000915527344,
          16.190000534057617,
          16.110000610351562,
          15.75,
          15.699999809265137,
          15.739999771118164,
          16.059999465942383,
          16.25,
          16.3700008392334,
          16.440000534057617,
          16.149999618530273,
          16.25,
          16.290000915527344,
          16.200000762939453,
          15.989999771118164,
          15.880000114440918,
          16.170000076293945,
          16.049999237060547,
          16.559999465942383,
          16.280000686645508,
          16.579999923706055,
          16.25,
          16.8700008392334,
          17.59000015258789,
          17.549999237060547,
          18.81999969482422,
          18.34000015258789,
          17.639999389648438,
          17.6299991607666,
          17.200000762939453,
          16.920000076293945,
          15.279999732971191,
          16.790000915527344,
          18.010000228881836,
          18.1299991607666,
          17.700000762939453,
          17.600000381469727,
          17.209999084472656,
          17.8799991607666,
          17.709999084472656,
          17.889999389648438,
          17.690000534057617,
          17.350000381469727,
          17.200000762939453,
          16.780000686645508,
          16.969999313354492,
          16.93000030517578,
          16.739999771118164,
          16.270000457763672,
          16.799999237060547,
          16.6200008392334,
          16.979999542236328,
          16.8700008392334,
          16.889999389648438,
          16.670000076293945,
          16.559999465942383,
          16.600000381469727,
          16.6200008392334,
          16.719999313354492,
          16.709999084472656,
          16.65999984741211,
          16.6299991607666,
          16.190000534057617,
          16.290000915527344,
          16.40999984741211,
          16.969999313354492,
          17.25,
          17.479999542236328,
          18.59000015258789,
          19.459999084472656,
          18.559999465942383,
          18.420000076293945,
          18.719999313354492,
          18.549999237060547,
          18.540000915527344,
          18.049999237060547,
          18.110000610351562,
          18.079999923706055,
          18.030000686645508,
          18.049999237060547,
          18.170000076293945,
          18.049999237060547,
          18.1200008392334,
          18.190000534057617,
          18.110000610351562,
          18.280000686645508,
          18.049999237060547,
          17.75
         ],
         "high": [
          6.230000019073486,
          6.15500020980835,
          6.125,
          6.15500020980835,
          6.215000152587891,
          6.534999847412109,
          6.755000114440918,
          6.679999828338623,
          6.650000095367432,
          6.644999980926514,
          6.889999866485596,
          7.175000190734863,
          7.164999961853027,
          7.059999942779541,
          6.96999979019165,
          6.940000057220459,
          6.880000114440918,
          6.789999961853027,
          6.835000038146973,
          6.804999828338623,
          6.804999828338623,
          6.965000152587891,
          6.885000228881836,
          6.934999942779541,
          6.869999885559082,
          7.059999942779541,
          7.090000152587891,
          7.050000190734863,
          6.994999885559082,
          7.059999942779541,
          7.034999847412109,
          6.994999885559082,
          6.934999942779541,
          6.829999923706055,
          6.739999771118164,
          6.775000095367432,
          7.014999866485596,
          7,
          7.099999904632568,
          7.164999961853027,
          7.309999942779541,
          7.605000019073486,
          8.039999961853027,
          8.295000076293945,
          8.020000457763672,
          7.965000152587891,
          8.274999618530273,
          8.449999809265137,
          8.425000190734863,
          8.420000076293945,
          8.675000190734863,
          9.085000038146973,
          9.085000038146973,
          8.930000305175781,
          8.760000228881836,
          8.824999809265137,
          8.800000190734863,
          8.6850004196167,
          8.664999961853027,
          8.609999656677246,
          8.595000267028809,
          8.515000343322754,
          8.609999656677246,
          8.720000267028809,
          8.654999732971191,
          8.574999809265137,
          8.635000228881836,
          8.609999656677246,
          8.625,
          8.600000381469727,
          8.614999771118164,
          8.600000381469727,
          8.579999923706055,
          8.585000038146973,
          8.510000228881836,
          8.619999885559082,
          8.614999771118164,
          9.069999694824219,
          9.609999656677246,
          9.8100004196167,
          9.5600004196167,
          9.449999809265137,
          9.53499984741211,
          9.489999771118164,
          9.78499984741211,
          9.765000343322754,
          10.59000015258789,
          10.539999961853027,
          10.460000038146973,
          10.890000343322754,
          10.789999961853027,
          10.800000190734863,
          10.5600004196167,
          10.579999923706055,
          10.470000267028809,
          10.680000305175781,
          11.109999656677246,
          11.279999732971191,
          11.029999732971191,
          10.640000343322754,
          10.770000457763672,
          10.789999961853027,
          10.880000114440918,
          10.739999771118164,
          10.729999542236328,
          10.760000228881836,
          10.75,
          10.970000267028809,
          11.180000305175781,
          11.140000343322754,
          11.09000015258789,
          11.039999961853027,
          11.069999694824219,
          10.979999542236328,
          11.15999984741211,
          11.119999885559082,
          11.100000381469727,
          11.079999923706055,
          11.0600004196167,
          11.079999923706055,
          10.970000267028809,
          10.970000267028809,
          11.039999961853027,
          11.050000190734863,
          11.079999923706055,
          11.010000228881836,
          11.010000228881836,
          11.0600004196167,
          11.119999885559082,
          11,
          11.039999961853027,
          10.960000038146973,
          10.899999618530273,
          10.930000305175781,
          10.869999885559082,
          10.84000015258789,
          10.949999809265137,
          10.979999542236328,
          10.949999809265137,
          10.890000343322754,
          11.010000228881836,
          11.739999771118164,
          12.180000305175781,
          12.050000190734863,
          11.760000228881836,
          12.050000190734863,
          12.100000381469727,
          12.100000381469727,
          12.239999771118164,
          12.3100004196167,
          12.220000267028809,
          12.1899995803833,
          12.140000343322754,
          12.140000343322754,
          12.239999771118164,
          12.989999771118164,
          13.170000076293945,
          13.09000015258789,
          13.479999542236328,
          13.380000114440918,
          13.630000114440918,
          13.720000267028809,
          13.529999732971191,
          13.460000038146973,
          13.319999694824219,
          13.380000114440918,
          13.34000015258789,
          13.430000305175781,
          13.619999885559082,
          13.430000305175781,
          13.350000381469727,
          13.460000038146973,
          13.350000381469727,
          13.5,
          13.5,
          13.5,
          13.630000114440918,
          13.479999542236328,
          13.550000190734863,
          13.470000267028809,
          13.579999923706055,
          13.680000305175781,
          13.979999542236328,
          13.899999618530273,
          13.800000190734863,
          13.75,
          13.479999542236328,
          13.390000343322754,
          13.399999618530273,
          13.300000190734863,
          13.029999732971191,
          12.579999923706055,
          12.630000114440918,
          13.239999771118164,
          13.40999984741211,
          13.470000267028809,
          13.4399995803833,
          13.40999984741211,
          13.380000114440918,
          13.34000015258789,
          13.140000343322754,
          13.350000381469727,
          13.34000015258789,
          13.579999923706055,
          13.800000190734863,
          14.34000015258789,
          14.430000305175781,
          14.510000228881836,
          14.489999771118164,
          14.930000305175781,
          15.470000267028809,
          16.3799991607666,
          16.1200008392334,
          16.190000534057617,
          16.239999771118164,
          16.399999618530273,
          17.040000915527344,
          16.979999542236328,
          17.059999465942383,
          17.739999771118164,
          20.690000534057617,
          20.149999618530273,
          19.899999618530273,
          20.09000015258789,
          19.989999771118164,
          21.049999237060547,
          22.809999465942383,
          23.6299991607666,
          19.950000762939453,
          16.889999389648438,
          17.700000762939453,
          16.920000076293945,
          16.739999771118164,
          16.600000381469727,
          16.549999237060547,
          16.450000762939453,
          16.309999465942383,
          15.239999771118164,
          16.649999618530273,
          17.389999389648438,
          16.68000030517578,
          16.5,
          16.15999984741211,
          16.06999969482422,
          16.809999465942383,
          17.040000915527344,
          16.790000915527344,
          16.56999969482422,
          16.450000762939453,
          16.84000015258789,
          16.670000076293945,
          16.450000762939453,
          16.389999389648438,
          16.3799991607666,
          16.239999771118164,
          16.3799991607666,
          16.329999923706055,
          15.630000114440918,
          15.430000305175781,
          15.960000038146973,
          15.899999618530273,
          16.670000076293945,
          16.5,
          16.420000076293945,
          16.31999969482422,
          16.420000076293945,
          16.280000686645508,
          16.110000610351562,
          16.079999923706055,
          16.219999313354492,
          16.049999237060547,
          16.170000076293945,
          16.18000030517578,
          16.100000381469727,
          16.1200008392334,
          16.100000381469727,
          16.059999465942383,
          17.3799991607666,
          17.479999542236328,
          16.59000015258789,
          16.440000534057617,
          16.90999984741211,
          16.8700008392334,
          16.93000030517578,
          16.799999237060547,
          16.450000762939453,
          16.010000228881836,
          16.15999984741211,
          15.989999771118164,
          15.59000015258789,
          15.739999771118164,
          15.670000076293945,
          16.270000457763672,
          16.459999084472656,
          16.309999465942383,
          16.700000762939453,
          16.440000534057617,
          16.239999771118164,
          16.200000762939453,
          16.18000030517578,
          16.31999969482422,
          15.960000038146973,
          15.760000228881836,
          15.680000305175781,
          15.420000076293945,
          15.520000457763672,
          15.470000267028809,
          15.270000457763672,
          15.220000267028809,
          15.279999732971191,
          15.59000015258789,
          15.779999732971191,
          15.880000114440918,
          15.699999809265137,
          15.5,
          15.510000228881836,
          15.460000038146973,
          15.449999809265137,
          15.5,
          15.729999542236328,
          15.6899995803833,
          15.5600004196167,
          15.4399995803833,
          15.390000343322754,
          15.649999618530273,
          15.9399995803833,
          15.430000305175781,
          15.210000038146973,
          14.569999694824219,
          14.5,
          14.420000076293945,
          13.979999542236328,
          13.739999771118164,
          13.460000038146973,
          13.430000305175781,
          13.720000267028809,
          13.699999809265137,
          13.5600004196167,
          13.600000381469727,
          13.399999618530273,
          13.3100004196167,
          13.369999885559082,
          13.1899995803833,
          12.829999923706055,
          13.949999809265137,
          13.449999809265137,
          12.59000015258789,
          12.859999656677246,
          12.760000228881836,
          12.449999809265137,
          12.40999984741211,
          12.229999542236328,
          11.890000343322754,
          11.960000038146973,
          11.859999656677246,
          12,
          12.289999961853027,
          12,
          12.649999618530273,
          12.579999923706055,
          12.180000305175781,
          12.020000457763672,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          10.800000190734863,
          10.920000076293945,
          10.90999984741211,
          10.869999885559082,
          10.75,
          10.550000190734863,
          10.25,
          10.25,
          10.25,
          10.59000015258789,
          10.65999984741211,
          10.699999809265137,
          11.1899995803833,
          11.100000381469727,
          11.350000381469727,
          11.65999984741211,
          11.699999809265137,
          11.90999984741211,
          12.109999656677246,
          12.09000015258789,
          12.800000190734863,
          13.3100004196167,
          13.979999542236328,
          13.829999923706055,
          13.930000305175781,
          13.220000267028809,
          13.25,
          13.399999618530273,
          14.380000114440918,
          14.829999923706055,
          14.430000305175781,
          14.270000457763672,
          14.579999923706055,
          14.539999961853027,
          14.449999809265137,
          14.300000190734863,
          13.800000190734863,
          13.850000381469727,
          13.789999961853027,
          13.800000190734863,
          13.359999656677246,
          13.710000038146973,
          13.710000038146973,
          13.449999809265137,
          13.479999542236328,
          13.84000015258789,
          13.640000343322754,
          13.25,
          13.569999694824219,
          14.550000190734863,
          13.369999885559082,
          12.880000114440918,
          12.739999771118164,
          12.59000015258789,
          12.59000015258789,
          12.59000015258789,
          12.59000015258789,
          12.890000343322754,
          13.329999923706055,
          13.3100004196167,
          13.050000190734863,
          13.069999694824219,
          13.3100004196167,
          13.420000076293945,
          13.15999984741211,
          13.210000038146973,
          13.100000381469727,
          13.1899995803833,
          13.050000190734863,
          13.199999809265137,
          13.109999656677246,
          13.289999961853027,
          13.260000228881836,
          13.489999771118164,
          13.59000015258789,
          13.529999732971191,
          13.420000076293945,
          13.670000076293945,
          14.050000190734863,
          13.90999984741211,
          13.90999984741211,
          13.9399995803833,
          14,
          13.869999885559082,
          13.8100004196167,
          13.59000015258789,
          13.510000228881836,
          13.619999885559082,
          13.59000015258789,
          13.640000343322754,
          13.260000228881836,
          13.65999984741211,
          14.300000190734863,
          14.260000228881836,
          14.020000457763672,
          13.880000114440918,
          13.800000190734863,
          13.529999732971191,
          12.989999771118164,
          12.979999542236328,
          12.869999885559082,
          12.880000114440918,
          12.4399995803833,
          12.760000228881836,
          12.890000343322754,
          13.119999885559082,
          13.670000076293945,
          13.720000267028809,
          13.899999618530273,
          13.880000114440918,
          13.859999656677246,
          13.9399995803833,
          13.890000343322754,
          13.890000343322754,
          13.899999618530273,
          14.0600004196167,
          14.100000381469727,
          13.65999984741211,
          13.5600004196167,
          13.25,
          13.329999923706055,
          13.199999809265137,
          13.300000190734863,
          13.3100004196167,
          13.710000038146973,
          13.829999923706055,
          13.649999618530273,
          13.529999732971191,
          13.279999732971191,
          13.270000457763672,
          13.229999542236328,
          13.380000114440918,
          13.229999542236328,
          13.09000015258789,
          12.979999542236328,
          12.600000381469727,
          12.420000076293945,
          12.130000114440918,
          11.789999961853027,
          12.029999732971191,
          11.930000305175781,
          12.180000305175781,
          12.390000343322754,
          12.109999656677246,
          12.140000343322754,
          12.289999961853027,
          12.140000343322754,
          12.119999885559082,
          12.079999923706055,
          12.050000190734863,
          11.8100004196167,
          11.510000228881836,
          11.609999656677246,
          11.520000457763672,
          11.619999885559082,
          11.84000015258789,
          11.869999885559082,
          11.739999771118164,
          11.779999732971191,
          11.880000114440918,
          11.989999771118164,
          12.109999656677246,
          12.369999885559082,
          12.279999732971191,
          12.359999656677246,
          12.65999984741211,
          12.699999809265137,
          12.699999809265137,
          12.75,
          13.229999542236328,
          13.289999961853027,
          12.850000381469727,
          12.5600004196167,
          12.270000457763672,
          12.0600004196167,
          12,
          11.949999809265137,
          12.25,
          12.279999732971191,
          11.930000305175781,
          12.09000015258789,
          12.270000457763672,
          12.380000114440918,
          12.350000381469727,
          12.329999923706055,
          12.640000343322754,
          12.859999656677246,
          13.050000190734863,
          12.789999961853027,
          12.630000114440918,
          12.4399995803833,
          12.300000190734863,
          12.229999542236328,
          12.15999984741211,
          12.199999809265137,
          12,
          11.59000015258789,
          11.510000228881836,
          11.550000190734863,
          11.619999885559082,
          11.510000228881836,
          11.680000305175781,
          11.800000190734863,
          11.84000015258789,
          11.770000457763672,
          11.609999656677246,
          11.489999771118164,
          11.239999771118164,
          11.300000190734863,
          11,
          10.420000076293945,
          10.579999923706055,
          10.739999771118164,
          10.579999923706055,
          10.569999694824219,
          10.640000343322754,
          10.859999656677246,
          11.039999961853027,
          10.829999923706055,
          10.800000190734863,
          10.729999542236328,
          10.5600004196167,
          10.640000343322754,
          10.6899995803833,
          10.770000457763672,
          10.710000038146973,
          10.640000343322754,
          10.609999656677246,
          10.529999732971191,
          10.720000267028809,
          10.739999771118164,
          10.6899995803833,
          10.670000076293945,
          10.430000305175781,
          10.25,
          10.489999771118164,
          10.239999771118164,
          10.09000015258789,
          10.210000038146973,
          10.119999885559082,
          9.829999923706055,
          9.550000190734863,
          9.28499984741211,
          9.119999885559082,
          9.109999656677246,
          9.039999961853027,
          9.489999771118164,
          9.569999694824219,
          9.079999923706055,
          8.800000190734863,
          8.454999923706055,
          8.670000076293945,
          8.71500015258789,
          8.734999656677246,
          8.819999694824219,
          9.0600004196167,
          9.149999618530273,
          9.1850004196167,
          9.069999694824219,
          9.069999694824219,
          9.069999694824219,
          9.375,
          9.550000190734863,
          9.555000305175781,
          9.369999885559082,
          9.1899995803833,
          9.0600004196167,
          9.119999885559082,
          9.255000114440918,
          9.1899995803833,
          9.204999923706055,
          9.1899995803833,
          9.170000076293945,
          9.104999542236328,
          9.0649995803833,
          9.050000190734863,
          9.045000076293945,
          9.654999732971191,
          9.475000381469727,
          9.46500015258789,
          9.274999618530273,
          9.1850004196167,
          9.020000457763672,
          8.975000381469727,
          8.625,
          8.704999923706055,
          8.675000190734863,
          8.350000381469727,
          8.510000228881836,
          9.024999618530273,
          9.220000267028809,
          9.390000343322754,
          9.199999809265137,
          9.180000305175781,
          9.305000305175781,
          9.329999923706055,
          9.484999656677246,
          9.90999984741211,
          9.949999809265137,
          9.739999771118164,
          9.864999771118164,
          9.925000190734863,
          9.600000381469727,
          9.460000038146973,
          9.25,
          8.864999771118164,
          8.71500015258789,
          8.614999771118164,
          8.614999771118164,
          8.614999771118164,
          8.680000305175781,
          8.630000114440918,
          8.670000076293945,
          8.84000015258789,
          9.579999923706055,
          9.180000305175781,
          8.895000457763672,
          9.020000457763672,
          9.175000190734863,
          9.135000228881836,
          9.175000190734863,
          9.119999885559082,
          9.460000038146973,
          9.515000343322754,
          9.600000381469727,
          9.675000190734863,
          9.670000076293945,
          9.8100004196167,
          10.050000190734863,
          10.260000228881836,
          10.220000267028809,
          10.069999694824219,
          10.149999618530273,
          10.15999984741211,
          9.805000305175781,
          9.765000343322754,
          9.510000228881836,
          9.449999809265137,
          9.640000343322754,
          9.444999694824219,
          9.505000114440918,
          9.8149995803833,
          10.15999984741211,
          10.079999923706055,
          9.774999618530273,
          9.755000114440918,
          9.585000038146973,
          9.704999923706055,
          9.479999542236328,
          9.4350004196167,
          9.194999694824219,
          9.260000228881836,
          9.0649995803833,
          8.75,
          8.539999961853027,
          8.555000305175781,
          8.994999885559082,
          8.9350004196167,
          8.895000457763672,
          9.104999542236328,
          9.265000343322754,
          9.354999542236328,
          9.399999618530273,
          9.270000457763672,
          9.265000343322754,
          9.210000038146973,
          9.479999542236328,
          9.479999542236328,
          9.4350004196167,
          9.539999961853027,
          9.649999618530273,
          9.4350004196167,
          9.600000381469727,
          9.680000305175781,
          9.680000305175781,
          9.630000114440918,
          9.704999923706055,
          9.8100004196167,
          9.895000457763672,
          9.795000076293945,
          9.720000267028809,
          9.720000267028809,
          9.460000038146973,
          9.449999809265137,
          9.4399995803833,
          9.4399995803833,
          9.4350004196167,
          9.6850004196167,
          9.550000190734863,
          9.885000228881836,
          9.90999984741211,
          9.854999542236328,
          9.875,
          9.694999694824219,
          9.8149995803833,
          9.949999809265137,
          9.819999694824219,
          9.850000381469727,
          9.6850004196167,
          9.664999961853027,
          9.65999984741211,
          9.65999984741211,
          9.835000038146973,
          9.854999542236328,
          9.975000381469727,
          9.880000114440918,
          10.229999542236328,
          10.609999656677246,
          10.8100004196167,
          10.970000267028809,
          11.180000305175781,
          11.279999732971191,
          11.25,
          11.449999809265137,
          11.569999694824219,
          11.5,
          11.6899995803833,
          11.670000076293945,
          11.640000343322754,
          11.550000190734863,
          11.630000114440918,
          11.59000015258789,
          11.630000114440918,
          11.5600004196167,
          11.529999732971191,
          11.880000114440918,
          11.869999885559082,
          11.859999656677246,
          11.829999923706055,
          12,
          11.770000457763672,
          12.300000190734863,
          12.449999809265137,
          12.350000381469727,
          12.390000343322754,
          12.380000114440918,
          12.420000076293945,
          14.34000015258789,
          14.380000114440918,
          14.850000381469727,
          15.3100004196167,
          14.829999923706055,
          14.970000267028809,
          15.069999694824219,
          14.569999694824219,
          14.380000114440918,
          14.779999732971191,
          15.329999923706055,
          14.399999618530273,
          14.140000343322754,
          14.430000305175781,
          15.199999809265137,
          15.789999961853027,
          15.430000305175781,
          15.199999809265137,
          14.670000076293945,
          14.350000381469727,
          13.029999732971191,
          12.6899995803833,
          13.199999809265137,
          12.140000343322754,
          11.630000114440918,
          11.289999961853027,
          11.039999961853027,
          10.9399995803833,
          10.649999618530273,
          11.430000305175781,
          12.149999618530273,
          12.15999984741211,
          12.239999771118164,
          11.770000457763672,
          11.960000038146973,
          11.859999656677246,
          11.59000015258789,
          11.800000190734863,
          11.920000076293945,
          12.670000076293945,
          12.470000267028809,
          12.710000038146973,
          12.760000228881836,
          12.649999618530273,
          13.710000038146973,
          13.899999618530273,
          13.520000457763672,
          13.75,
          13.8100004196167,
          13.630000114440918,
          13.600000381469727,
          13.399999618530273,
          13.800000190734863,
          13.859999656677246,
          13.8100004196167,
          13.850000381469727,
          13.4399995803833,
          13.569999694824219,
          13.6899995803833,
          13.630000114440918,
          13.529999732971191,
          13.449999809265137,
          13.739999771118164,
          14.65999984741211,
          14.899999618530273,
          14.850000381469727,
          14.729999542236328,
          14.90999984741211,
          15.010000228881836,
          14.8100004196167,
          15.149999618530273,
          15.229999542236328,
          15.119999885559082,
          15.949999809265137,
          16.530000686645508,
          16.270000457763672,
          16.1299991607666,
          16.040000915527344,
          16.139999389648438,
          15.899999618530273,
          16.31999969482422,
          16.350000381469727,
          16.260000228881836,
          16.149999618530273,
          16.40999984741211,
          16.350000381469727,
          16.299999237060547,
          17.049999237060547,
          16.479999542236328,
          16.280000686645508,
          16.1200008392334,
          15.989999771118164,
          15.859999656677246,
          16.219999313354492,
          16.3700008392334,
          16.610000610351562,
          16.59000015258789,
          16.489999771118164,
          16.34000015258789,
          16.450000762939453,
          16.389999389648438,
          16.459999084472656,
          15.920000076293945,
          16.209999084472656,
          16.25,
          16.610000610351562,
          16.510000228881836,
          16.709999084472656,
          16.739999771118164,
          16.969999313354492,
          17.639999389648438,
          18.030000686645508,
          19.110000610351562,
          19.15999984741211,
          18.540000915527344,
          17.760000228881836,
          18.219999313354492,
          17.479999542236328,
          17.040000915527344,
          16.790000915527344,
          18.149999618530273,
          18.8799991607666,
          18.190000534057617,
          18.139999389648438,
          17.5,
          17.920000076293945,
          18.059999465942383,
          18.040000915527344,
          17.90999984741211,
          17.93000030517578,
          17.540000915527344,
          17.34000015258789,
          17.209999084472656,
          17.149999618530273,
          16.989999771118164,
          16.760000228881836,
          17,
          16.959999084472656,
          17.270000457763672,
          17.100000381469727,
          17,
          17.059999465942383,
          16.850000381469727,
          16.850000381469727,
          16.729999542236328,
          16.860000610351562,
          16.899999618530273,
          16.770000457763672,
          16.649999618530273,
          16.65999984741211,
          16.440000534057617,
          16.559999465942383,
          16.989999771118164,
          17.440000534057617,
          17.700000762939453,
          18.6200008392334,
          19.799999237060547,
          19.860000610351562,
          18.8799991607666,
          18.959999084472656,
          18.8700008392334,
          18.719999313354492,
          18.760000228881836,
          18.270000457763672,
          18.290000915527344,
          18.350000381469727,
          18.18000030517578,
          18.299999237060547,
          18.239999771118164,
          18.190000534057617,
          18.3700008392334,
          18.270000457763672,
          18.489999771118164,
          18.3799991607666,
          17.950000762939453
         ],
         "low": [
          6.090000152587891,
          6.025000095367432,
          6.039999961853027,
          6.050000190734863,
          6.099999904632568,
          6.190000057220459,
          6.5,
          6.554999828338623,
          6.565000057220459,
          6.559999942779541,
          6.610000133514404,
          6.775000095367432,
          6.909999847412109,
          6.769999980926514,
          6.789999961853027,
          6.829999923706055,
          6.755000114440918,
          6.53000020980835,
          6.364999771118164,
          6.650000095367432,
          6.610000133514404,
          6.809999942779541,
          6.800000190734863,
          6.800000190734863,
          6.789999961853027,
          6.849999904632568,
          6.929999828338623,
          6.925000190734863,
          6.929999828338623,
          6.934999942779541,
          6.965000152587891,
          6.800000190734863,
          6.710000038146973,
          6.650000095367432,
          6.650000095367432,
          6.659999847412109,
          6.800000190734863,
          6.909999847412109,
          6.949999809265137,
          7.065000057220459,
          7.074999809265137,
          7.295000076293945,
          7.550000190734863,
          7.840000152587891,
          7.889999866485596,
          7.860000133514404,
          7.960000038146973,
          8.270000457763672,
          7.925000190734863,
          8.274999618530273,
          8.430000305175781,
          8.755000114440918,
          8.850000381469727,
          8.649999618530273,
          8.28499984741211,
          8.675000190734863,
          8.529999732971191,
          8.3100004196167,
          8.53499984741211,
          8.539999961853027,
          8.404999732971191,
          8.380000114440918,
          8.364999771118164,
          8.604999542236328,
          8.494999885559082,
          8.479999542236328,
          8.53499984741211,
          8.539999961853027,
          8.489999771118164,
          8.5,
          8.505000114440918,
          8.539999961853027,
          8.524999618530273,
          8.449999809265137,
          8.364999771118164,
          8.545000076293945,
          8.515000343322754,
          8.649999618530273,
          9.074999809265137,
          9.380000114440918,
          9.399999618530273,
          9.300000190734863,
          9.329999923706055,
          9.40999984741211,
          9.359999656677246,
          9.765000343322754,
          9.899999618530273,
          10.109999656677246,
          10.09000015258789,
          10.460000038146973,
          10.539999961853027,
          10.420000076293945,
          10.199999809265137,
          10.359999656677246,
          10.260000228881836,
          10.300000190734863,
          10.65999984741211,
          10.970000267028809,
          10.479999542236328,
          10.640000343322754,
          10.479999542236328,
          10.40999984741211,
          10.670000076293945,
          10.609999656677246,
          10.529999732971191,
          10.670000076293945,
          10.630000114440918,
          10.649999618530273,
          10.829999923706055,
          11,
          10.930000305175781,
          10.9399995803833,
          10.920000076293945,
          10.920000076293945,
          10.9399995803833,
          11.010000228881836,
          10.979999542236328,
          11,
          10.920000076293945,
          10.920000076293945,
          10.899999618530273,
          10.84000015258789,
          10.770000457763672,
          10.960000038146973,
          11.010000228881836,
          11.010000228881836,
          11.010000228881836,
          10.970000267028809,
          10.960000038146973,
          10.930000305175781,
          10.899999618530273,
          10.850000381469727,
          10.739999771118164,
          10.760000228881836,
          10.75,
          10.770000457763672,
          10.739999771118164,
          10.8100004196167,
          10.779999732971191,
          10.800000190734863,
          10.850000381469727,
          11.050000190734863,
          11.779999732971191,
          11.539999961853027,
          11.350000381469727,
          11.779999732971191,
          11.930000305175781,
          11.949999809265137,
          12.069999694824219,
          12.149999618530273,
          12.029999732971191,
          11.970000267028809,
          11.970000267028809,
          12.029999732971191,
          12.039999961853027,
          12.350000381469727,
          12.770000457763672,
          12.84000015258789,
          13.170000076293945,
          13,
          13.300000190734863,
          13.380000114440918,
          12.970000267028809,
          13.109999656677246,
          13.020000457763672,
          13.199999809265137,
          13.09000015258789,
          13.039999961853027,
          13.329999923706055,
          13.279999732971191,
          13.25,
          13.229999542236328,
          13.350000381469727,
          13.359999656677246,
          13.5,
          13.5,
          13.350000381469727,
          13.300000190734863,
          13.380000114440918,
          13.319999694824219,
          13.390000343322754,
          13.539999961853027,
          13.5600004196167,
          13.619999885559082,
          13.670000076293945,
          13.380000114440918,
          13.050000190734863,
          13.100000381469727,
          13.149999618530273,
          13.079999923706055,
          11.800000190734863,
          12.239999771118164,
          12.399999618530273,
          12.520000457763672,
          13.079999923706055,
          13.119999885559082,
          13.170000076293945,
          13.300000190734863,
          13.1899995803833,
          12.960000038146973,
          12.229999542236328,
          13.149999618530273,
          13.170000076293945,
          13.329999923706055,
          13.550000190734863,
          13.859999656677246,
          14.180000305175781,
          14.329999923706055,
          14.380000114440918,
          14.510000228881836,
          14.930000305175781,
          15.479999542236328,
          15.619999885559082,
          15.65999984741211,
          16.030000686645508,
          16.190000534057617,
          16.34000015258789,
          16.600000381469727,
          16.719999313354492,
          16.989999771118164,
          17.899999618530273,
          19.1200008392334,
          19.049999237060547,
          19.610000610351562,
          19.229999542236328,
          20.020000457763672,
          21.149999618530273,
          18.15999984741211,
          16.110000610351562,
          14.470000267028809,
          16.1299991607666,
          16.100000381469727,
          16.209999084472656,
          16,
          15.270000457763672,
          15.949999809265137,
          15,
          14.449999809265137,
          15.069999694824219,
          16.170000076293945,
          16.25,
          15.779999732971191,
          15.800000190734863,
          15.75,
          15.9399995803833,
          16.549999237060547,
          16.350000381469727,
          16.100000381469727,
          16.200000762939453,
          16.31999969482422,
          16.360000610351562,
          16.18000030517578,
          16.1200008392334,
          16.06999969482422,
          16.06999969482422,
          16.139999389648438,
          16.18000030517578,
          14.640000343322754,
          15.25,
          15.25,
          15.899999618530273,
          16.350000381469727,
          16,
          16,
          16.139999389648438,
          16.229999542236328,
          16,
          15.819999694824219,
          15.859999656677246,
          15.930000305175781,
          15.479999542236328,
          15.5600004196167,
          15.880000114440918,
          15.960000038146973,
          15.859999656677246,
          15.890000343322754,
          15.920000076293945,
          15.899999618530273,
          16.3799991607666,
          16.110000610351562,
          16.25,
          16.239999771118164,
          16.579999923706055,
          16.6200008392334,
          16.31999969482422,
          16.139999389648438,
          15.630000114440918,
          15.949999809265137,
          15.5,
          15.010000228881836,
          15.5,
          15.25,
          15.279999732971191,
          15.960000038146973,
          16.010000228881836,
          16.110000610351562,
          15.600000381469727,
          15.729999542236328,
          15.970000267028809,
          16.030000686645508,
          16.09000015258789,
          15.59000015258789,
          15.579999923706055,
          15.270000457763672,
          15.119999885559082,
          15.130000114440918,
          15.119999885559082,
          15.119999885559082,
          15.119999885559082,
          15.109999656677246,
          15.25,
          15.40999984741211,
          15.510000228881836,
          15.40999984741211,
          15.350000381469727,
          15.210000038146973,
          15.210000038146973,
          15.319999694824219,
          15.289999961853027,
          15.149999618530273,
          15.399999618530273,
          15.279999732971191,
          15.1899995803833,
          15.260000228881836,
          15.359999656677246,
          15.3100004196167,
          15.010000228881836,
          14.420000076293945,
          14,
          14.1899995803833,
          13.8100004196167,
          13.119999885559082,
          12.970000267028809,
          13.109999656677246,
          13.220000267028809,
          13.270000457763672,
          13.149999618530273,
          13,
          13.34000015258789,
          13.270000457763672,
          13.3100004196167,
          13.039999961853027,
          12.619999885559082,
          12.40999984741211,
          12.520000457763672,
          12.550000190734863,
          12.59000015258789,
          12.420000076293945,
          12.380000114440918,
          12.119999885559082,
          12.140000343322754,
          11.539999961853027,
          11.039999961853027,
          11.40999984741211,
          11.529999732971191,
          11.479999542236328,
          11.609999656677246,
          11.710000038146973,
          11.850000381469727,
          11.949999809265137,
          11.760000228881836,
          11.729999542236328,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          10.350000381469727,
          10.489999771118164,
          10.5600004196167,
          10.609999656677246,
          10.510000228881836,
          10.239999771118164,
          10.25,
          9.795000076293945,
          9.515000343322754,
          10.069999694824219,
          10.40999984741211,
          10.460000038146973,
          10.550000190734863,
          10.609999656677246,
          11.020000457763672,
          11.270000457763672,
          11.390000343322754,
          11.470000267028809,
          11.890000343322754,
          11.920000076293945,
          12.069999694824219,
          12.8100004196167,
          13.34000015258789,
          13.430000305175781,
          12.350000381469727,
          12.25,
          12.9399995803833,
          13.079999923706055,
          13.390000343322754,
          13.670000076293945,
          13.960000038146973,
          14.0600004196167,
          14.149999618530273,
          13.600000381469727,
          13.680000305175781,
          13,
          13.3100004196167,
          13.369999885559082,
          13.529999732971191,
          13.579999923706055,
          13.029999732971191,
          13.039999961853027,
          13.140000343322754,
          13.149999618530273,
          13.319999694824219,
          13.140000343322754,
          12.130000114440918,
          12.140000343322754,
          13.039999961853027,
          12.890000343322754,
          12.899999618530273,
          12.239999771118164,
          12.420000076293945,
          12.59000015258789,
          12.59000015258789,
          12.59000015258789,
          12.59000015258789,
          12.649999618530273,
          12.699999809265137,
          12.949999809265137,
          13.050000190734863,
          12.880000114440918,
          12.800000190734863,
          13.020000457763672,
          12.930000305175781,
          13.010000228881836,
          12.970000267028809,
          12.890000343322754,
          12.800000190734863,
          12.930000305175781,
          12.75,
          13.079999923706055,
          13.100000381469727,
          13.229999542236328,
          13.40999984741211,
          13.170000076293945,
          13.25,
          13.390000343322754,
          13.670000076293945,
          13.550000190734863,
          13.670000076293945,
          13.739999771118164,
          13.789999961853027,
          13.609999656677246,
          13.5,
          12.890000343322754,
          12.699999809265137,
          13.270000457763672,
          13.279999732971191,
          13.050000190734863,
          12.930000305175781,
          12.960000038146973,
          13.699999809265137,
          13.859999656677246,
          13.539999961853027,
          13.600000381469727,
          13.430000305175781,
          12.979999542236328,
          12.369999885559082,
          12.550000190734863,
          12.369999885559082,
          12.420000076293945,
          12.4399995803833,
          12.199999809265137,
          12.460000038146973,
          12.649999618530273,
          13.069999694824219,
          13.489999771118164,
          13.3100004196167,
          13.460000038146973,
          13.4399995803833,
          13.510000228881836,
          13.630000114440918,
          13.600000381469727,
          13.729999542236328,
          13.819999694824219,
          13.569999694824219,
          13.460000038146973,
          12.989999771118164,
          13.050000190734863,
          13.0600004196167,
          12.970000267028809,
          13.119999885559082,
          13.069999694824219,
          13.289999961853027,
          13.479999542236328,
          13.270000457763672,
          13.170000076293945,
          12.960000038146973,
          12.960000038146973,
          13.039999961853027,
          13.15999984741211,
          12.979999542236328,
          12.869999885559082,
          12.420000076293945,
          12.390000343322754,
          11.90999984741211,
          11.670000076293945,
          11.5600004196167,
          11.789999961853027,
          11.75,
          11.729999542236328,
          12.109999656677246,
          11.9399995803833,
          11.989999771118164,
          12.020000457763672,
          11.899999618530273,
          11.930000305175781,
          12.079999923706055,
          11.75,
          11.289999961853027,
          11.319999694824219,
          11.4399995803833,
          11.319999694824219,
          11.4399995803833,
          11.460000038146973,
          11.59000015258789,
          11.420000076293945,
          11.609999656677246,
          11.670000076293945,
          11.770000457763672,
          11.829999923706055,
          12.0600004196167,
          12.069999694824219,
          12.15999984741211,
          12.430000305175781,
          12.529999732971191,
          12.539999961853027,
          12.539999961853027,
          12.6899995803833,
          12.760000228881836,
          12.380000114440918,
          12.119999885559082,
          11.880000114440918,
          11.800000190734863,
          11.8100004196167,
          11.800000190734863,
          11.930000305175781,
          11.800000190734863,
          11.630000114440918,
          11.529999732971191,
          11.970000267028809,
          12.130000114440918,
          12.029999732971191,
          12.130000114440918,
          12.25,
          12.520000457763672,
          12.510000228881836,
          12.529999732971191,
          12.25,
          12.140000343322754,
          11.949999809265137,
          11.960000038146973,
          11.949999809265137,
          11.899999618530273,
          11.449999809265137,
          11.279999732971191,
          11.199999809265137,
          11.140000343322754,
          11.239999771118164,
          11.319999694824219,
          11.489999771118164,
          11.649999618530273,
          11.680000305175781,
          11.489999771118164,
          11.289999961853027,
          11.069999694824219,
          10.859999656677246,
          10.899999618530273,
          10,
          9.895000457763672,
          10.220000267028809,
          10.229999542236328,
          10.350000381469727,
          10.390000343322754,
          10.390000343322754,
          10.520000457763672,
          10.649999618530273,
          10.649999618530273,
          10.5600004196167,
          10.479999542236328,
          10.359999656677246,
          10.430000305175781,
          10.5,
          10.649999618530273,
          10.5600004196167,
          10.569999694824219,
          10.5,
          10.529999732971191,
          10.489999771118164,
          10.430000305175781,
          10.460000038146973,
          10.319999694824219,
          10.229999542236328,
          10.25,
          10.029999732971191,
          10,
          9.8149995803833,
          9.760000228881836,
          9.720000267028809,
          9.390000343322754,
          9.204999923706055,
          8.824999809265137,
          8.779999732971191,
          8.774999618530273,
          8.8100004196167,
          8.739999771118164,
          8.864999771118164,
          8.75,
          8.28499984741211,
          8.229999542236328,
          8.395000457763672,
          8.470000267028809,
          8.555000305175781,
          8.625,
          8.774999618530273,
          8.899999618530273,
          9.039999961853027,
          9.069999694824219,
          9.069999694824219,
          9.069999694824219,
          9.09000015258789,
          9.220000267028809,
          9.149999618530273,
          9.199999809265137,
          8.925000190734863,
          8.75,
          8.78499984741211,
          8.954999923706055,
          8.885000228881836,
          8.949999809265137,
          8.869999885559082,
          8.96500015258789,
          8.975000381469727,
          8.854999542236328,
          8.895000457763672,
          8.9350004196167,
          9.404999732971191,
          9.234999656677246,
          9.175000190734863,
          9.039999961853027,
          9.029999732971191,
          8.890000343322754,
          8.470000267028809,
          8.380000114440918,
          8.5649995803833,
          8.289999961853027,
          8.350000381469727,
          8.34000015258789,
          8.555000305175781,
          8.770000457763672,
          9.055000305175781,
          9.005000114440918,
          9.005000114440918,
          9.039999961853027,
          9.045000076293945,
          9.104999542236328,
          9.449999809265137,
          9.574999809265137,
          9.470000267028809,
          9.380000114440918,
          9.449999809265137,
          9.210000038146973,
          9.210000038146973,
          8.640000343322754,
          8.5649995803833,
          8.545000076293945,
          8.614999771118164,
          8.614999771118164,
          8.614999771118164,
          8.470000267028809,
          8.4399995803833,
          8.454999923706055,
          8.555000305175781,
          8.930000305175781,
          8.680000305175781,
          8.734999656677246,
          8.699999809265137,
          8.835000038146973,
          8.835000038146973,
          8.90999984741211,
          9.119999885559082,
          9.130000114440918,
          9.260000228881836,
          9.375,
          9.524999618530273,
          9.510000228881836,
          9.654999732971191,
          9.664999961853027,
          9.930000305175781,
          9.850000381469727,
          9.930000305175781,
          9.920000076293945,
          9.729999542236328,
          9.59000015258789,
          9.430000305175781,
          9.279999732971191,
          9.225000381469727,
          9.364999771118164,
          9.319999694824219,
          9.3149995803833,
          9.354999542236328,
          9.854999542236328,
          9.640000343322754,
          9.640000343322754,
          9.4350004196167,
          9.479999542236328,
          9.484999656677246,
          9.21500015258789,
          9.154999732971191,
          8.800000190734863,
          9.039999961853027,
          8.345000267028809,
          8.59000015258789,
          8.380000114440918,
          8.399999618530273,
          8.84000015258789,
          8.774999618530273,
          8.800000190734863,
          8.859999656677246,
          9.03499984741211,
          9.050000190734863,
          9.289999961853027,
          9.024999618530273,
          9.109999656677246,
          9.079999923706055,
          9.234999656677246,
          9.364999771118164,
          9.225000381469727,
          9.34000015258789,
          9.4350004196167,
          9.274999618530273,
          9.414999961853027,
          9.484999656677246,
          9.454999923706055,
          9.555000305175781,
          9.595000267028809,
          9.625,
          9.664999961853027,
          9.640000343322754,
          9.585000038146973,
          9.385000228881836,
          9.279999732971191,
          9.3149995803833,
          9.324999809265137,
          9.335000038146973,
          9.375,
          9.335000038146973,
          9.399999618530273,
          9.520000457763672,
          9.680000305175781,
          9.640000343322754,
          9.654999732971191,
          9.555000305175781,
          9.609999656677246,
          9.71500015258789,
          9.670000076293945,
          9.704999923706055,
          9.5649995803833,
          9.585000038146973,
          9.5649995803833,
          9.555000305175781,
          9.6850004196167,
          9.789999961853027,
          9.800000190734863,
          9.779999732971191,
          9.859999656677246,
          10.25,
          10.5600004196167,
          10.449999809265137,
          10.84000015258789,
          10.989999771118164,
          10.989999771118164,
          11.270000457763672,
          11.270000457763672,
          11.34000015258789,
          11.380000114440918,
          11.449999809265137,
          11.380000114440918,
          11.34000015258789,
          11.460000038146973,
          11.449999809265137,
          11.5,
          11.399999618530273,
          11.300000190734863,
          11.319999694824219,
          11.59000015258789,
          11.600000381469727,
          11.600000381469727,
          11.729999542236328,
          11.630000114440918,
          11.800000190734863,
          12.109999656677246,
          12.180000305175781,
          12.140000343322754,
          11.640000343322754,
          11.989999771118164,
          12.859999656677246,
          13.890000343322754,
          14.119999885559082,
          14.380000114440918,
          14.239999771118164,
          14.430000305175781,
          13.970000267028809,
          14.050000190734863,
          14.100000381469727,
          14.390000343322754,
          14.329999923706055,
          13.760000228881836,
          12.079999923706055,
          13.930000305175781,
          14.3100004196167,
          14.859999656677246,
          14.970000267028809,
          14.640000343322754,
          13.149999618530273,
          12.890000343322754,
          13.029999732971191,
          12.109999656677246,
          11.699999809265137,
          11.460000038146973,
          10.319999694824219,
          10.489999771118164,
          10.399999618530273,
          10.529999732971191,
          10.0600004196167,
          10.75,
          11.420000076293945,
          11.539999961853027,
          11.449999809265137,
          11.329999923706055,
          11.649999618530273,
          11.350000381469727,
          11.359999656677246,
          11.510000228881836,
          11.760000228881836,
          11.960000038146973,
          12.15999984741211,
          12.380000114440918,
          12.470000267028809,
          12.359999656677246,
          12.600000381469727,
          12.789999961853027,
          13.130000114440918,
          13.40999984741211,
          13.579999923706055,
          13.420000076293945,
          13.40999984741211,
          13.140000343322754,
          13.510000228881836,
          13.630000114440918,
          13.649999618530273,
          13.319999694824219,
          13.130000114440918,
          13.170000076293945,
          13.399999618530273,
          13.319999694824219,
          13.25,
          13.300000190734863,
          13.350000381469727,
          13.640000343322754,
          14.300000190734863,
          14.4399995803833,
          14.550000190734863,
          14.600000381469727,
          14.729999542236328,
          14.579999923706055,
          14.760000228881836,
          14.930000305175781,
          14.949999809265137,
          15.180000305175781,
          15.970000267028809,
          15.869999885559082,
          15.670000076293945,
          15.859999656677246,
          15.680000305175781,
          15.640000343322754,
          15.850000381469727,
          15.920000076293945,
          15.9399995803833,
          15.930000305175781,
          16.100000381469727,
          15.949999809265137,
          15.920000076293945,
          16.100000381469727,
          16.170000076293945,
          16.06999969482422,
          15.710000038146973,
          15.579999923706055,
          15.670000076293945,
          15.6899995803833,
          16.110000610351562,
          16.239999771118164,
          16.420000076293945,
          16,
          16.170000076293945,
          16.06999969482422,
          16.18000030517578,
          15.899999618530273,
          15.380000114440918,
          15.979999542236328,
          16.020000457763672,
          16.1299991607666,
          16.219999313354492,
          16.170000076293945,
          16.079999923706055,
          16.190000534057617,
          16.8799991607666,
          17.40999984741211,
          17.540000915527344,
          18.309999465942383,
          17.549999237060547,
          17.290000915527344,
          16.469999313354492,
          16.600000381469727,
          15.239999771118164,
          14.229999542236328,
          16.25,
          18,
          17.459999084472656,
          17.459999084472656,
          17.139999389648438,
          17.219999313354492,
          17.65999984741211,
          17.75,
          17.59000015258789,
          17.31999969482422,
          17.149999618530273,
          16.579999923706055,
          16.760000228881836,
          16.8799991607666,
          16.600000381469727,
          16.209999084472656,
          15.850000381469727,
          16.610000610351562,
          16.6200008392334,
          16.760000228881836,
          16.829999923706055,
          16.649999618530273,
          16.510000228881836,
          16.549999237060547,
          16.549999237060547,
          16.65999984741211,
          16.5,
          16.579999923706055,
          16.459999084472656,
          16.100000381469727,
          16.049999237060547,
          16.299999237060547,
          16.239999771118164,
          17.010000228881836,
          17.239999771118164,
          17.360000610351562,
          18.110000610351562,
          18.530000686645508,
          18.25,
          18.489999771118164,
          18.540000915527344,
          18.420000076293945,
          18.010000228881836,
          17.969999313354492,
          18.049999237060547,
          17.940000534057617,
          17.979999542236328,
          17.959999084472656,
          17.979999542236328,
          18.06999969482422,
          18.079999923706055,
          18.06999969482422,
          18,
          17.780000686645508,
          17.6200008392334
         ],
         "open": [
          6.210000038146973,
          6.125,
          6.039999961853027,
          6.114999771118164,
          6.135000228881836,
          6.190000057220459,
          6.5,
          6.650000095367432,
          6.59499979019165,
          6.599999904632568,
          6.625,
          6.860000133514404,
          7.070000171661377,
          6.954999923706055,
          6.869999885559082,
          6.894999980926514,
          6.860000133514404,
          6.775000095367432,
          6.545000076293945,
          6.739999771118164,
          6.630000114440918,
          6.815000057220459,
          6.840000152587891,
          6.875,
          6.835000038146973,
          6.864999771118164,
          7.019999980926514,
          7.034999847412109,
          6.974999904632568,
          6.974999904632568,
          6.989999771118164,
          6.974999904632568,
          6.90500020980835,
          6.775000095367432,
          6.695000171661377,
          6.715000152587891,
          6.800000190734863,
          6.989999771118164,
          6.974999904632568,
          7.110000133514404,
          7.125,
          7.295000076293945,
          7.599999904632568,
          8.015000343322754,
          7.914999961853027,
          7.934999942779541,
          7.989999771118164,
          8.274999618530273,
          8.085000038146973,
          8.3100004196167,
          8.430000305175781,
          8.755000114440918,
          9.015000343322754,
          8.875,
          8.760000228881836,
          8.734999656677246,
          8.770000457763672,
          8.5,
          8.595000267028809,
          8.585000038146973,
          8.59000015258789,
          8.4350004196167,
          8.4350004196167,
          8.664999961853027,
          8.649999618530273,
          8.5,
          8.574999809265137,
          8.5649995803833,
          8.585000038146973,
          8.53499984741211,
          8.545000076293945,
          8.59000015258789,
          8.550000190734863,
          8.574999809265137,
          8.449999809265137,
          8.545000076293945,
          8.550000190734863,
          8.649999618530273,
          9.074999809265137,
          9.675000190734863,
          9.475000381469727,
          9.4350004196167,
          9.359999656677246,
          9.425000190734863,
          9.4350004196167,
          9.765000343322754,
          9.899999618530273,
          10.430000305175781,
          10.15999984741211,
          10.550000190734863,
          10.680000305175781,
          10.739999771118164,
          10.460000038146973,
          10.550000190734863,
          10.420000076293945,
          10.359999656677246,
          10.65999984741211,
          11.0600004196167,
          10.979999542236328,
          10.640000343322754,
          10.720000267028809,
          10.5,
          10.729999542236328,
          10.710000038146973,
          10.619999885559082,
          10.6899995803833,
          10.710000038146973,
          10.729999542236328,
          11,
          11.100000381469727,
          11.020000457763672,
          10.979999542236328,
          11.050000190734863,
          10.9399995803833,
          10.949999809265137,
          11.050000190734863,
          11.079999923706055,
          11.029999732971191,
          11,
          11.029999732971191,
          10.949999809265137,
          10.920000076293945,
          10.859999656677246,
          11.039999961853027,
          11.0600004196167,
          11.010000228881836,
          11.010000228881836,
          11.029999732971191,
          11.020000457763672,
          10.970000267028809,
          10.949999809265137,
          10.90999984741211,
          10.880000114440918,
          10.760000228881836,
          10.84000015258789,
          10.800000190734863,
          10.789999961853027,
          10.90999984741211,
          10.850000381469727,
          10.859999656677246,
          10.869999885559082,
          11.050000190734863,
          11.779999732971191,
          12.029999732971191,
          11.569999694824219,
          11.789999961853027,
          12.010000228881836,
          11.970000267028809,
          12.119999885559082,
          12.170000076293945,
          12.210000038146973,
          12.100000381469727,
          12.039999961853027,
          12.100000381469727,
          12.069999694824219,
          12.359999656677246,
          12.970000267028809,
          12.949999809265137,
          13.170000076293945,
          13.350000381469727,
          13.300000190734863,
          13.670000076293945,
          13.489999771118164,
          13.420000076293945,
          13.140000343322754,
          13.300000190734863,
          13.3100004196167,
          13.140000343322754,
          13.4399995803833,
          13.380000114440918,
          13.350000381469727,
          13.25,
          13.350000381469727,
          13.359999656677246,
          13.5,
          13.5,
          13.5,
          13.369999885559082,
          13.479999542236328,
          13.460000038146973,
          13.430000305175781,
          13.59000015258789,
          13.59000015258789,
          13.800000190734863,
          13.760000228881836,
          13.720000267028809,
          13.430000305175781,
          13.220000267028809,
          13.329999923706055,
          13.25,
          13.029999732971191,
          12.239999771118164,
          12.5600004196167,
          12.569999694824219,
          13.199999809265137,
          13.1899995803833,
          13.390000343322754,
          13.380000114440918,
          13.359999656677246,
          13.170000076293945,
          12.399999618530273,
          13.149999618530273,
          13.270000457763672,
          13.329999923706055,
          13.550000190734863,
          13.859999656677246,
          14.210000038146973,
          14.430000305175781,
          14.430000305175781,
          14.510000228881836,
          14.930000305175781,
          15.5,
          15.9399995803833,
          15.829999923706055,
          16.149999618530273,
          16.260000228881836,
          16.440000534057617,
          16.969999313354492,
          16.719999313354492,
          17,
          17.899999618530273,
          19.649999618530273,
          19.610000610351562,
          19.8799991607666,
          19.68000030517578,
          20.020000457763672,
          21.149999618530273,
          22.799999237060547,
          18.950000762939453,
          15.199999809265137,
          17.059999465942383,
          16.450000762939453,
          16.690000534057617,
          16.549999237060547,
          15.949999809265137,
          16.190000534057617,
          16.1200008392334,
          14.989999771118164,
          15.069999694824219,
          17.020000457763672,
          16.600000381469727,
          16.459999084472656,
          16.100000381469727,
          15.819999694824219,
          15.960000038146973,
          17.010000228881836,
          16.649999618530273,
          16.399999618530273,
          16.229999542236328,
          16.360000610351562,
          16.579999923706055,
          16.389999389648438,
          16.229999542236328,
          16.280000686645508,
          16.190000534057617,
          16.219999313354492,
          16.280000686645508,
          14.739999771118164,
          15.329999923706055,
          15.3100004196167,
          15.899999618530273,
          16.43000030517578,
          16.479999542236328,
          16,
          16.18000030517578,
          16.3700008392334,
          16.239999771118164,
          16,
          15.90999984741211,
          16.100000381469727,
          15.9399995803833,
          15.619999885559082,
          16.149999618530273,
          16,
          16.049999237060547,
          15.899999618530273,
          16.030000686645508,
          15.949999809265137,
          17.350000381469727,
          16.540000915527344,
          16.34000015258789,
          16.25,
          16.649999618530273,
          16.799999237060547,
          16.739999771118164,
          16.43000030517578,
          15.850000381469727,
          15.949999809265137,
          15.970000267028809,
          15.350000381469727,
          15.670000076293945,
          15.600000381469727,
          15.399999618530273,
          16.350000381469727,
          16.049999237060547,
          16.18000030517578,
          16.270000457763672,
          16.1200008392334,
          16.1200008392334,
          16.149999618530273,
          16.1299991607666,
          15.75,
          15.760000228881836,
          15.579999923706055,
          15.3100004196167,
          15.220000267028809,
          15.430000305175781,
          15.210000038146973,
          15.1899995803833,
          15.199999809265137,
          15.270000457763672,
          15.5,
          15.779999732971191,
          15.579999923706055,
          15.470000267028809,
          15.390000343322754,
          15.34000015258789,
          15.369999885559082,
          15.489999771118164,
          15.149999618530273,
          15.619999885559082,
          15.529999732971191,
          15.3100004196167,
          15.390000343322754,
          15.399999618530273,
          15.569999694824219,
          15.3100004196167,
          15.15999984741211,
          14.5600004196167,
          14.260000228881836,
          14.390000343322754,
          13.869999885559082,
          13.600000381469727,
          13.329999923706055,
          13.40999984741211,
          13.289999961853027,
          13.670000076293945,
          13.199999809265137,
          13.550000190734863,
          13.399999618530273,
          13.3100004196167,
          13.329999923706055,
          13.0600004196167,
          12.699999809265137,
          12.550000190734863,
          13.40999984741211,
          12.59000015258789,
          12.600000381469727,
          12.739999771118164,
          12.390000343322754,
          12.34000015258789,
          12.1899995803833,
          11.489999771118164,
          11.760000228881836,
          11.710000038146973,
          11.569999694824219,
          11.65999984741211,
          11.720000267028809,
          11.850000381469727,
          12.25,
          12.100000381469727,
          11.920000076293945,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          11.84000015258789,
          10.460000038146973,
          10.819999694824219,
          10.720000267028809,
          10.770000457763672,
          10.609999656677246,
          10.489999771118164,
          10.25,
          10.25,
          9.710000038146973,
          10.100000381469727,
          10.460000038146973,
          10.670000076293945,
          11.100000381469727,
          10.710000038146973,
          11.079999923706055,
          11.350000381469727,
          11.619999885559082,
          11.5,
          11.920000076293945,
          11.970000267028809,
          12.100000381469727,
          12.829999923706055,
          13.479999542236328,
          13.5,
          13.699999809265137,
          12.670000076293945,
          13.15999984741211,
          13.1899995803833,
          13.40999984741211,
          14.510000228881836,
          14.390000343322754,
          14.170000076293945,
          14.149999618530273,
          14.510000228881836,
          13.859999656677246,
          14.270000457763672,
          13.640000343322754,
          13.460000038146973,
          13.699999809265137,
          13.619999885559082,
          13.210000038146973,
          13.039999961853027,
          13.59000015258789,
          13.289999961853027,
          13.4399995803833,
          13.239999771118164,
          13.300000190734863,
          13.199999809265137,
          13.039999961853027,
          14.5,
          13.239999771118164,
          12.880000114440918,
          12.550000190734863,
          12.59000015258789,
          12.59000015258789,
          12.59000015258789,
          12.59000015258789,
          12.880000114440918,
          12.729999542236328,
          13.239999771118164,
          13.050000190734863,
          13.020000457763672,
          12.859999656677246,
          13.300000190734863,
          13.050000190734863,
          13.100000381469727,
          13.09000015258789,
          13.079999923706055,
          12.960000038146973,
          13.119999885559082,
          12.960000038146973,
          13.149999618530273,
          13.15999984741211,
          13.239999771118164,
          13.550000190734863,
          13.5,
          13.25,
          13.430000305175781,
          13.699999809265137,
          13.859999656677246,
          13.6899995803833,
          13.899999618530273,
          13.829999923706055,
          13.819999694824219,
          13.739999771118164,
          13.569999694824219,
          12.859999656677246,
          13.510000228881836,
          13.5,
          13.5,
          13,
          13.260000228881836,
          13.710000038146973,
          14.15999984741211,
          13.989999771118164,
          13.65999984741211,
          13.75,
          13.5,
          12.930000305175781,
          12.960000038146973,
          12.489999771118164,
          12.859999656677246,
          12.4399995803833,
          12.479999542236328,
          12.65999984741211,
          12.649999618530273,
          13.15999984741211,
          13.619999885559082,
          13.699999809265137,
          13.510000228881836,
          13.84000015258789,
          13.640000343322754,
          13.850000381469727,
          13.65999984741211,
          13.75,
          13.829999923706055,
          13.979999542236328,
          13.619999885559082,
          13.470000267028809,
          13.050000190734863,
          13.279999732971191,
          13.100000381469727,
          13.15999984741211,
          13.1899995803833,
          13.300000190734863,
          13.680000305175781,
          13.649999618530273,
          13.5,
          13.149999618530273,
          13.020000457763672,
          13.199999809265137,
          13.25,
          13.199999809265137,
          13.020000457763672,
          12.930000305175781,
          12.4399995803833,
          12.390000343322754,
          11.970000267028809,
          11.649999618530273,
          11.819999694824219,
          11.890000343322754,
          11.779999732971191,
          12.180000305175781,
          12.050000190734863,
          12.029999732971191,
          12.149999618530273,
          12.119999885559082,
          12.010000228881836,
          12.079999923706055,
          12.050000190734863,
          11.699999809265137,
          11.40999984741211,
          11.5600004196167,
          11.5,
          11.5,
          11.470000267028809,
          11.829999923706055,
          11.5,
          11.6899995803833,
          11.699999809265137,
          11.890000343322754,
          11.84000015258789,
          12.140000343322754,
          12.109999656677246,
          12.1899995803833,
          12.449999809265137,
          12.640000343322754,
          12.569999694824219,
          12.539999961853027,
          12.829999923706055,
          13.260000228881836,
          12.84000015258789,
          12.430000305175781,
          12.220000267028809,
          12.010000228881836,
          11.920000076293945,
          11.859999656677246,
          11.9399995803833,
          12.279999732971191,
          11.859999656677246,
          11.65999984741211,
          11.979999542236328,
          12.1899995803833,
          12.260000228881836,
          12.180000305175781,
          12.279999732971191,
          12.619999885559082,
          12.899999618530273,
          12.550000190734863,
          12.600000381469727,
          12.3100004196167,
          12.279999732971191,
          11.960000038146973,
          12.010000228881836,
          12.149999618530273,
          11.970000267028809,
          11.539999961853027,
          11.420000076293945,
          11.220000267028809,
          11.600000381469727,
          11.329999923706055,
          11.550000190734863,
          11.680000305175781,
          11.729999542236328,
          11.75,
          11.550000190734863,
          11.449999809265137,
          11.149999618530273,
          11.210000038146973,
          10.979999542236328,
          10.0600004196167,
          10.289999961853027,
          10.649999618530273,
          10.489999771118164,
          10.430000305175781,
          10.40999984741211,
          10.789999961853027,
          10.920000076293945,
          10.800000190734863,
          10.779999732971191,
          10.600000381469727,
          10.539999961853027,
          10.449999809265137,
          10.5600004196167,
          10.699999809265137,
          10.670000076293945,
          10.630000114440918,
          10.550000190734863,
          10.529999732971191,
          10.5,
          10.720000267028809,
          10.550000190734863,
          10.649999618530273,
          10.420000076293945,
          10.25,
          10.4399995803833,
          10.0600004196167,
          10,
          9.800000190734863,
          10.119999885559082,
          9.75,
          9.5,
          9.260000228881836,
          8.875,
          9.095000267028809,
          8.899999618530273,
          8.824999809265137,
          9.4350004196167,
          8.920000076293945,
          8.78499984741211,
          8.255000114440918,
          8.40999984741211,
          8.625,
          8.5649995803833,
          8.6850004196167,
          8.774999618530273,
          9.095000267028809,
          9.135000228881836,
          9.069999694824219,
          9.069999694824219,
          9.069999694824219,
          9.095000267028809,
          9.324999809265137,
          9.545000076293945,
          9.220000267028809,
          9.170000076293945,
          9.010000228881836,
          8.8149995803833,
          9.020000457763672,
          9.119999885559082,
          9.024999618530273,
          9.039999961853027,
          9.149999618530273,
          9.020000457763672,
          9.010000228881836,
          8.895000457763672,
          9.024999618530273,
          9.5600004196167,
          9.430000305175781,
          9.46500015258789,
          9.25,
          9.119999885559082,
          8.970000267028809,
          8.96500015258789,
          8.545000076293945,
          8.630000114440918,
          8.670000076293945,
          8.350000381469727,
          8.395000457763672,
          8.569999694824219,
          8.925000190734863,
          9.34000015258789,
          9.095000267028809,
          9.020000457763672,
          9.164999961853027,
          9.279999732971191,
          9.125,
          9.489999771118164,
          9.9350004196167,
          9.699999809265137,
          9.404999732971191,
          9.78499984741211,
          9.454999923706055,
          9.335000038146973,
          9.25,
          8.824999809265137,
          8.625,
          8.614999771118164,
          8.614999771118164,
          8.614999771118164,
          8.574999809265137,
          8.585000038146973,
          8.524999618530273,
          8.5600004196167,
          8.930000305175781,
          9.024999618530273,
          8.779999732971191,
          8.699999809265137,
          8.989999771118164,
          9.119999885559082,
          8.914999961853027,
          9.119999885559082,
          9.135000228881836,
          9.399999618530273,
          9.414999961853027,
          9.654999732971191,
          9.569999694824219,
          9.670000076293945,
          9.670000076293945,
          10,
          10.170000076293945,
          9.960000038146973,
          9.925000190734863,
          10.100000381469727,
          9.779999732971191,
          9.675000190734863,
          9.475000381469727,
          9.40999984741211,
          9.609999656677246,
          9.395000457763672,
          9.475000381469727,
          9.359999656677246,
          9.869999885559082,
          10.069999694824219,
          9.75,
          9.6899995803833,
          9.550000190734863,
          9.550000190734863,
          9.425000190734863,
          9.364999771118164,
          9.140000343322754,
          9.050000190734863,
          9.0649995803833,
          8.699999809265137,
          8.539999961853027,
          8.4399995803833,
          8.949999809265137,
          8.9350004196167,
          8.819999694824219,
          8.925000190734863,
          9.180000305175781,
          9.09000015258789,
          9.359999656677246,
          9.175000190734863,
          9.199999809265137,
          9.199999809265137,
          9.260000228881836,
          9.4399995803833,
          9.4350004196167,
          9.375,
          9.479999542236328,
          9.399999618530273,
          9.414999961853027,
          9.53499984741211,
          9.505000114440918,
          9.579999923706055,
          9.604999542236328,
          9.670000076293945,
          9.710000038146973,
          9.710000038146973,
          9.680000305175781,
          9.6899995803833,
          9.395000457763672,
          9.40999984741211,
          9.345000267028809,
          9.414999961853027,
          9.395000457763672,
          9.369999885559082,
          9.470000267028809,
          9.520000457763672,
          9.899999618530273,
          9.694999694824219,
          9.760000228881836,
          9.6850004196167,
          9.609999656677246,
          9.845000267028809,
          9.789999961853027,
          9.819999694824219,
          9.635000228881836,
          9.635000228881836,
          9.625,
          9.600000381469727,
          9.699999809265137,
          9.819999694824219,
          9.869999885559082,
          9.859999656677246,
          9.869999885559082,
          10.270000457763672,
          10.649999618530273,
          10.699999809265137,
          10.880000114440918,
          11.170000076293945,
          11.0600004196167,
          11.34000015258789,
          11.479999542236328,
          11.470000267028809,
          11.470000267028809,
          11.609999656677246,
          11.520000457763672,
          11.489999771118164,
          11.5,
          11.489999771118164,
          11.600000381469727,
          11.479999542236328,
          11.5,
          11.329999923706055,
          11.819999694824219,
          11.649999618530273,
          11.619999885559082,
          11.859999656677246,
          11.75,
          11.859999656677246,
          12.3100004196167,
          12.319999694824219,
          12.25,
          12.25,
          12.1899995803833,
          12.859999656677246,
          14.010000228881836,
          14.140000343322754,
          14.720000267028809,
          14.4399995803833,
          14.6899995803833,
          14.9399995803833,
          14.140000343322754,
          14.149999618530273,
          14.479999542236328,
          15.3100004196167,
          14.149999618530273,
          12.5,
          14.239999771118164,
          14.40999984741211,
          15.199999809265137,
          15.239999771118164,
          15.119999885559082,
          14.600000381469727,
          14.279999732971191,
          13.029999732971191,
          12.600000381469727,
          12.260000228881836,
          12,
          11.5,
          10.600000381469727,
          10.75,
          10.859999656677246,
          10.300000190734863,
          10.829999923706055,
          11.5600004196167,
          11.710000038146973,
          12.130000114440918,
          11.5,
          11.880000114440918,
          11.510000228881836,
          11.550000190734863,
          11.59000015258789,
          11.859999656677246,
          11.989999771118164,
          12.239999771118164,
          12.619999885559082,
          12.59000015258789,
          12.449999809265137,
          12.600000381469727,
          13.720000267028809,
          13.399999618530273,
          13.600000381469727,
          13.670000076293945,
          13.609999656677246,
          13.59000015258789,
          13.380000114440918,
          13.5600004196167,
          13.770000457763672,
          13.75,
          13.770000457763672,
          13.350000381469727,
          13.319999694824219,
          13.579999923706055,
          13.390000343322754,
          13.510000228881836,
          13.350000381469727,
          13.420000076293945,
          13.680000305175781,
          14.3100004196167,
          14.800000190734863,
          14.600000381469727,
          14.670000076293945,
          14.84000015258789,
          14.729999542236328,
          14.84000015258789,
          15.130000114440918,
          15.050000190734863,
          15.239999771118164,
          16.110000610351562,
          16.270000457763672,
          15.880000114440918,
          15.949999809265137,
          15.970000267028809,
          15.859999656677246,
          15.850000381469727,
          15.949999809265137,
          16,
          16,
          16.149999618530273,
          16.31999969482422,
          15.970000267028809,
          16.40999984741211,
          16.450000762939453,
          16.219999313354492,
          16.079999923706055,
          15.75,
          15.829999923706055,
          15.739999771118164,
          16.149999618530273,
          16.3799991607666,
          16.479999542236328,
          16.459999084472656,
          16.299999237060547,
          16.270000457763672,
          16.299999237060547,
          16.239999771118164,
          15.90999984741211,
          15.979999542236328,
          16.1299991607666,
          16.170000076293945,
          16.5,
          16.229999542236328,
          16.690000534057617,
          16.290000915527344,
          16.93000030517578,
          17.469999313354492,
          17.6200008392334,
          18.920000076293945,
          18.299999237060547,
          17.700000762939453,
          18,
          17.3799991607666,
          16.84000015258789,
          15.199999809265137,
          16.790000915527344,
          18.110000610351562,
          18.149999618530273,
          17.770000457763672,
          17.5,
          17.290000915527344,
          17.850000381469727,
          17.899999618530273,
          17.899999618530273,
          17.719999313354492,
          17.360000610351562,
          17.299999237060547,
          16.8799991607666,
          17.049999237060547,
          16.940000534057617,
          16.75,
          16.25,
          16.81999969482422,
          16.6200008392334,
          16.93000030517578,
          16.899999618530273,
          16.959999084472656,
          16.65999984741211,
          16.600000381469727,
          16.709999084472656,
          16.68000030517578,
          16.770000457763672,
          16.760000228881836,
          16.579999923706055,
          16.56999969482422,
          16.219999313354492,
          16.3700008392334,
          16.270000457763672,
          17.100000381469727,
          17.239999771118164,
          17.489999771118164,
          18.459999084472656,
          19.31999969482422,
          18.450000762939453,
          18.530000686645508,
          18.760000228881836,
          18.450000762939453,
          18.6200008392334,
          18.139999389648438,
          18.15999984741211,
          18.100000381469727,
          18.06999969482422,
          18.09000015258789,
          18.200000762939453,
          18.09000015258789,
          18.1200008392334,
          18.25,
          18.09000015258789,
          18.34000015258789,
          17.950000762939453
         ],
         "type": "candlestick",
         "x": [
          "2017-01-02T00:00:00",
          "2017-01-03T00:00:00",
          "2017-01-04T00:00:00",
          "2017-01-05T00:00:00",
          "2017-01-06T00:00:00",
          "2017-01-09T00:00:00",
          "2017-01-10T00:00:00",
          "2017-01-11T00:00:00",
          "2017-01-12T00:00:00",
          "2017-01-13T00:00:00",
          "2017-01-16T00:00:00",
          "2017-01-17T00:00:00",
          "2017-01-18T00:00:00",
          "2017-01-19T00:00:00",
          "2017-01-20T00:00:00",
          "2017-01-23T00:00:00",
          "2017-01-24T00:00:00",
          "2017-01-25T00:00:00",
          "2017-01-26T00:00:00",
          "2017-01-27T00:00:00",
          "2017-01-30T00:00:00",
          "2017-01-31T00:00:00",
          "2017-02-01T00:00:00",
          "2017-02-02T00:00:00",
          "2017-02-03T00:00:00",
          "2017-02-06T00:00:00",
          "2017-02-07T00:00:00",
          "2017-02-08T00:00:00",
          "2017-02-09T00:00:00",
          "2017-02-10T00:00:00",
          "2017-02-13T00:00:00",
          "2017-02-14T00:00:00",
          "2017-02-15T00:00:00",
          "2017-02-16T00:00:00",
          "2017-02-17T00:00:00",
          "2017-02-20T00:00:00",
          "2017-02-21T00:00:00",
          "2017-02-22T00:00:00",
          "2017-02-23T00:00:00",
          "2017-02-24T00:00:00",
          "2017-02-27T00:00:00",
          "2017-02-28T00:00:00",
          "2017-03-01T00:00:00",
          "2017-03-02T00:00:00",
          "2017-03-03T00:00:00",
          "2017-03-06T00:00:00",
          "2017-03-07T00:00:00",
          "2017-03-08T00:00:00",
          "2017-03-09T00:00:00",
          "2017-03-10T00:00:00",
          "2017-03-13T00:00:00",
          "2017-03-14T00:00:00",
          "2017-03-15T00:00:00",
          "2017-03-16T00:00:00",
          "2017-03-17T00:00:00",
          "2017-03-20T00:00:00",
          "2017-03-21T00:00:00",
          "2017-03-22T00:00:00",
          "2017-03-23T00:00:00",
          "2017-03-24T00:00:00",
          "2017-03-27T00:00:00",
          "2017-03-28T00:00:00",
          "2017-03-29T00:00:00",
          "2017-03-30T00:00:00",
          "2017-03-31T00:00:00",
          "2017-04-03T00:00:00",
          "2017-04-04T00:00:00",
          "2017-04-05T00:00:00",
          "2017-04-06T00:00:00",
          "2017-04-07T00:00:00",
          "2017-04-10T00:00:00",
          "2017-04-11T00:00:00",
          "2017-04-12T00:00:00",
          "2017-04-13T00:00:00",
          "2017-04-14T00:00:00",
          "2017-04-17T00:00:00",
          "2017-04-18T00:00:00",
          "2017-04-19T00:00:00",
          "2017-04-20T00:00:00",
          "2017-04-21T00:00:00",
          "2017-04-24T00:00:00",
          "2017-04-25T00:00:00",
          "2017-04-26T00:00:00",
          "2017-04-27T00:00:00",
          "2017-04-28T00:00:00",
          "2017-05-01T00:00:00",
          "2017-05-02T00:00:00",
          "2017-05-03T00:00:00",
          "2017-05-04T00:00:00",
          "2017-05-05T00:00:00",
          "2017-05-08T00:00:00",
          "2017-05-09T00:00:00",
          "2017-05-10T00:00:00",
          "2017-05-11T00:00:00",
          "2017-05-12T00:00:00",
          "2017-05-15T00:00:00",
          "2017-05-16T00:00:00",
          "2017-05-17T00:00:00",
          "2017-05-18T00:00:00",
          "2017-05-19T00:00:00",
          "2017-05-22T00:00:00",
          "2017-05-23T00:00:00",
          "2017-05-24T00:00:00",
          "2017-05-25T00:00:00",
          "2017-05-26T00:00:00",
          "2017-05-29T00:00:00",
          "2017-05-30T00:00:00",
          "2017-05-31T00:00:00",
          "2017-06-01T00:00:00",
          "2017-06-02T00:00:00",
          "2017-06-05T00:00:00",
          "2017-06-06T00:00:00",
          "2017-06-07T00:00:00",
          "2017-06-08T00:00:00",
          "2017-06-09T00:00:00",
          "2017-06-12T00:00:00",
          "2017-06-13T00:00:00",
          "2017-06-14T00:00:00",
          "2017-06-15T00:00:00",
          "2017-06-16T00:00:00",
          "2017-06-19T00:00:00",
          "2017-06-20T00:00:00",
          "2017-06-21T00:00:00",
          "2017-06-22T00:00:00",
          "2017-06-23T00:00:00",
          "2017-06-26T00:00:00",
          "2017-06-27T00:00:00",
          "2017-06-28T00:00:00",
          "2017-06-29T00:00:00",
          "2017-06-30T00:00:00",
          "2017-07-03T00:00:00",
          "2017-07-04T00:00:00",
          "2017-07-05T00:00:00",
          "2017-07-06T00:00:00",
          "2017-07-07T00:00:00",
          "2017-07-10T00:00:00",
          "2017-07-11T00:00:00",
          "2017-07-12T00:00:00",
          "2017-07-13T00:00:00",
          "2017-07-14T00:00:00",
          "2017-07-17T00:00:00",
          "2017-07-18T00:00:00",
          "2017-07-19T00:00:00",
          "2017-07-20T00:00:00",
          "2017-07-21T00:00:00",
          "2017-07-24T00:00:00",
          "2017-07-25T00:00:00",
          "2017-07-26T00:00:00",
          "2017-07-27T00:00:00",
          "2017-07-28T00:00:00",
          "2017-07-31T00:00:00",
          "2017-08-01T00:00:00",
          "2017-08-02T00:00:00",
          "2017-08-03T00:00:00",
          "2017-08-04T00:00:00",
          "2017-08-07T00:00:00",
          "2017-08-08T00:00:00",
          "2017-08-09T00:00:00",
          "2017-08-10T00:00:00",
          "2017-08-11T00:00:00",
          "2017-08-14T00:00:00",
          "2017-08-15T00:00:00",
          "2017-08-16T00:00:00",
          "2017-08-17T00:00:00",
          "2017-08-18T00:00:00",
          "2017-08-21T00:00:00",
          "2017-08-22T00:00:00",
          "2017-08-23T00:00:00",
          "2017-08-24T00:00:00",
          "2017-08-25T00:00:00",
          "2017-08-28T00:00:00",
          "2017-08-29T00:00:00",
          "2017-08-30T00:00:00",
          "2017-08-31T00:00:00",
          "2017-09-01T00:00:00",
          "2017-09-04T00:00:00",
          "2017-09-05T00:00:00",
          "2017-09-06T00:00:00",
          "2017-09-07T00:00:00",
          "2017-09-08T00:00:00",
          "2017-09-11T00:00:00",
          "2017-09-12T00:00:00",
          "2017-09-13T00:00:00",
          "2017-09-14T00:00:00",
          "2017-09-15T00:00:00",
          "2017-09-18T00:00:00",
          "2017-09-19T00:00:00",
          "2017-09-20T00:00:00",
          "2017-09-21T00:00:00",
          "2017-09-22T00:00:00",
          "2017-09-25T00:00:00",
          "2017-09-26T00:00:00",
          "2017-09-27T00:00:00",
          "2017-09-28T00:00:00",
          "2017-09-29T00:00:00",
          "2017-10-02T00:00:00",
          "2017-10-03T00:00:00",
          "2017-10-04T00:00:00",
          "2017-10-05T00:00:00",
          "2017-10-06T00:00:00",
          "2017-10-09T00:00:00",
          "2017-10-10T00:00:00",
          "2017-10-11T00:00:00",
          "2017-10-12T00:00:00",
          "2017-10-13T00:00:00",
          "2017-10-16T00:00:00",
          "2017-10-17T00:00:00",
          "2017-10-18T00:00:00",
          "2017-10-19T00:00:00",
          "2017-10-20T00:00:00",
          "2017-10-23T00:00:00",
          "2017-10-24T00:00:00",
          "2017-10-25T00:00:00",
          "2017-10-26T00:00:00",
          "2017-10-27T00:00:00",
          "2017-10-30T00:00:00",
          "2017-10-31T00:00:00",
          "2017-11-01T00:00:00",
          "2017-11-02T00:00:00",
          "2017-11-03T00:00:00",
          "2017-11-06T00:00:00",
          "2017-11-07T00:00:00",
          "2017-11-08T00:00:00",
          "2017-11-09T00:00:00",
          "2017-11-10T00:00:00",
          "2017-11-13T00:00:00",
          "2017-11-14T00:00:00",
          "2017-11-15T00:00:00",
          "2017-11-16T00:00:00",
          "2017-11-17T00:00:00",
          "2017-11-20T00:00:00",
          "2017-11-21T00:00:00",
          "2017-11-22T00:00:00",
          "2017-11-23T00:00:00",
          "2017-11-24T00:00:00",
          "2017-11-27T00:00:00",
          "2017-11-28T00:00:00",
          "2017-11-29T00:00:00",
          "2017-11-30T00:00:00",
          "2017-12-01T00:00:00",
          "2017-12-04T00:00:00",
          "2017-12-05T00:00:00",
          "2017-12-06T00:00:00",
          "2017-12-07T00:00:00",
          "2017-12-08T00:00:00",
          "2017-12-11T00:00:00",
          "2017-12-12T00:00:00",
          "2017-12-13T00:00:00",
          "2017-12-14T00:00:00",
          "2017-12-15T00:00:00",
          "2017-12-18T00:00:00",
          "2017-12-19T00:00:00",
          "2017-12-20T00:00:00",
          "2017-12-21T00:00:00",
          "2017-12-22T00:00:00",
          "2017-12-25T00:00:00",
          "2017-12-26T00:00:00",
          "2017-12-27T00:00:00",
          "2017-12-28T00:00:00",
          "2017-12-29T00:00:00",
          "2018-01-01T00:00:00",
          "2018-01-02T00:00:00",
          "2018-01-03T00:00:00",
          "2018-01-04T00:00:00",
          "2018-01-05T00:00:00",
          "2018-01-08T00:00:00",
          "2018-01-09T00:00:00",
          "2018-01-10T00:00:00",
          "2018-01-11T00:00:00",
          "2018-01-12T00:00:00",
          "2018-01-15T00:00:00",
          "2018-01-16T00:00:00",
          "2018-01-17T00:00:00",
          "2018-01-18T00:00:00",
          "2018-01-19T00:00:00",
          "2018-01-22T00:00:00",
          "2018-01-23T00:00:00",
          "2018-01-24T00:00:00",
          "2018-01-25T00:00:00",
          "2018-01-26T00:00:00",
          "2018-01-29T00:00:00",
          "2018-01-30T00:00:00",
          "2018-01-31T00:00:00",
          "2018-02-01T00:00:00",
          "2018-02-02T00:00:00",
          "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",
          "2018-02-19T00:00:00",
          "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",
          "2018-03-30T00:00:00",
          "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",
          "2018-05-28T00:00:00",
          "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",
          "2018-07-04T00:00:00",
          "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",
          "2018-09-03T00:00:00",
          "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",
          "2018-11-22T00:00:00",
          "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",
          "2018-12-05T00:00:00",
          "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",
          "2018-12-25T00:00:00",
          "2018-12-26T00:00:00",
          "2018-12-27T00:00:00",
          "2018-12-28T00:00:00",
          "2018-12-31T00:00:00",
          "2019-01-01T00:00:00",
          "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",
          "2019-01-21T00:00:00",
          "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",
          "2019-02-18T00:00:00",
          "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",
          "2019-04-19T00:00:00",
          "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",
          "2019-05-27T00:00:00",
          "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",
          "2019-07-04T00:00:00",
          "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",
          "2019-09-02T00:00:00",
          "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",
          "2019-10-30T00:00:00",
          "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",
          "2019-11-28T00:00:00",
          "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",
          "2019-12-25T00:00:00",
          "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",
          "2020-01-20T00:00:00",
          "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",
          "2020-02-17T00:00:00",
          "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",
          "2020-04-10T00:00:00",
          "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",
          "2020-04-24T00:00:00",
          "2020-04-27T00:00:00",
          "2020-04-28T00:00:00",
          "2020-04-29T00:00:00",
          "2020-04-30T00:00:00",
          "2020-05-04T00:00:00",
          "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",
          "2020-05-20T00:00:00",
          "2020-05-21T00:00:00",
          "2020-05-22T00:00:00",
          "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",
          "2020-07-03T00:00:00",
          "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",
          "2020-07-16T00:00:00",
          "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",
          "2020-08-04T00:00:00",
          "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",
          "2020-09-07T00:00:00",
          "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",
          "2020-09-21T00:00:00",
          "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"
         ]
        }
       ],
       "layout": {
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "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": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "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": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "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
          },
          "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
          }
         }
        }
       }
      },
      "text/html": [
       "<div>\n",
       "        \n",
       "        \n",
       "            <div id=\"5386c608-cf76-4d10-829f-35deef3b4201\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
       "            <script type=\"text/javascript\">\n",
       "                require([\"plotly\"], function(Plotly) {\n",
       "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
       "                    \n",
       "                if (document.getElementById(\"5386c608-cf76-4d10-829f-35deef3b4201\")) {\n",
       "                    Plotly.newPlot(\n",
       "                        '5386c608-cf76-4d10-829f-35deef3b4201',\n",
       "                        [{\"close\": [6.119999885559082, 6.025000095367432, 6.079999923706055, 6.135000228881836, 6.184999942779541, 6.494999885559082, 6.625, 6.554999828338623, 6.579999923706055, 6.590000152587891, 6.849999904632568, 7.050000190734863, 6.945000171661377, 6.840000152587891, 6.860000133514404, 6.849999904632568, 6.755000114440918, 6.53000020980835, 6.71999979019165, 6.659999847412109, 6.789999961853027, 6.829999923706055, 6.840000152587891, 6.809999942779541, 6.824999809265137, 7.010000228881836, 7.0, 6.960000038146973, 6.949999809265137, 6.96999979019165, 6.965000152587891, 6.889999866485596, 6.735000133514404, 6.675000190734863, 6.675000190734863, 6.675000190734863, 6.960000038146973, 6.945000171661377, 7.099999904632568, 7.099999904632568, 7.289999961853027, 7.574999809265137, 7.994999885559082, 7.885000228881836, 7.889999866485596, 7.945000171661377, 8.239999771118164, 8.390000343322754, 8.274999618530273, 8.40999984741211, 8.65999984741211, 8.949999809265137, 8.880000114440918, 8.774999618530273, 8.675000190734863, 8.739999771118164, 8.529999732971191, 8.5649995803833, 8.569999694824219, 8.569999694824219, 8.40999984741211, 8.449999809265137, 8.569999694824219, 8.625, 8.494999885559082, 8.569999694824219, 8.545000076293945, 8.579999923706055, 8.494999885559082, 8.5, 8.574999809265137, 8.539999961853027, 8.5600004196167, 8.449999809265137, 8.484999656677246, 8.5600004196167, 8.614999771118164, 9.015000343322754, 9.585000038146973, 9.399999618530273, 9.399999618530273, 9.350000381469727, 9.404999732971191, 9.414999961853027, 9.765000343322754, 9.765000343322754, 10.34000015258789, 10.140000343322754, 10.449999809265137, 10.59000015258789, 10.569999694824219, 10.449999809265137, 10.489999771118164, 10.369999885559082, 10.319999694824219, 10.600000381469727, 11.0, 11.039999961853027, 10.640000343322754, 10.640000343322754, 10.5, 10.670000076293945, 10.670000076293945, 10.609999656677246, 10.640000343322754, 10.6899995803833, 10.670000076293945, 10.970000267028809, 11.0600004196167, 11.0, 10.960000038146973, 11.020000457763672, 10.920000076293945, 10.930000305175781, 11.029999732971191, 11.050000190734863, 11.010000228881836, 11.0, 11.029999732971191, 10.920000076293945, 10.899999618530273, 10.850000381469727, 10.989999771118164, 11.039999961853027, 11.010000228881836, 11.010000228881836, 11.010000228881836, 11.0, 10.970000267028809, 10.930000305175781, 10.899999618530273, 10.850000381469727, 10.739999771118164, 10.8100004196167, 10.760000228881836, 10.779999732971191, 10.869999885559082, 10.819999694824219, 10.829999923706055, 10.84000015258789, 11.010000228881836, 11.729999542236328, 11.989999771118164, 11.569999694824219, 11.699999809265137, 11.930000305175781, 11.949999809265137, 12.020000457763672, 12.149999618530273, 12.15999984741211, 12.029999732971191, 11.989999771118164, 12.050000190734863, 12.050000190734863, 12.239999771118164, 12.899999618530273, 12.960000038146973, 13.09000015258789, 13.329999923706055, 13.1899995803833, 13.59000015258789, 13.470000267028809, 13.319999694824219, 13.180000305175781, 13.25, 13.270000457763672, 13.100000381469727, 13.380000114440918, 13.380000114440918, 13.300000190734863, 13.25, 13.350000381469727, 13.350000381469727, 13.5, 13.5, 13.5, 13.350000381469727, 13.449999809265137, 13.420000076293945, 13.380000114440918, 13.539999961853027, 13.550000190734863, 13.739999771118164, 13.710000038146973, 13.670000076293945, 13.449999809265137, 13.199999809265137, 13.390000343322754, 13.180000305175781, 13.100000381469727, 12.220000267028809, 12.520000457763672, 12.5600004196167, 13.170000076293945, 13.149999618530273, 13.350000381469727, 13.289999961853027, 13.329999923706055, 13.1899995803833, 13.260000228881836, 12.9399995803833, 13.260000228881836, 13.220000267028809, 13.510000228881836, 13.779999732971191, 14.149999618530273, 14.350000381469727, 14.350000381469727, 14.460000038146973, 14.880000114440918, 15.470000267028809, 15.75, 15.770000457763672, 16.110000610351562, 16.079999923706055, 16.309999465942383, 16.969999313354492, 16.639999389648438, 16.979999542236328, 17.690000534057617, 19.25, 19.43000030517578, 19.700000762939453, 19.649999618530273, 19.8799991607666, 21.049999237060547, 22.6299991607666, 20.059999465942383, 16.18000030517578, 16.809999465942383, 16.6299991607666, 16.639999389648438, 16.389999389648438, 16.079999923706055, 16.1200008392334, 16.1200008392334, 15.020000457763672, 15.0, 16.649999618530273, 16.5, 16.329999923706055, 16.1200008392334, 15.819999694824219, 15.899999618530273, 16.760000228881836, 16.709999084472656, 16.3799991607666, 16.100000381469727, 16.309999465942383, 16.510000228881836, 16.3700008392334, 16.209999084472656, 16.219999313354492, 16.1200008392334, 16.06999969482422, 16.209999084472656, 16.209999084472656, 15.289999961853027, 15.270000457763672, 15.899999618530273, 15.899999618530273, 16.469999313354492, 16.0, 16.110000610351562, 16.15999984741211, 16.239999771118164, 16.0, 15.859999656677246, 16.059999465942383, 15.9399995803833, 15.510000228881836, 16.1299991607666, 15.949999809265137, 16.020000457763672, 15.859999656677246, 15.970000267028809, 15.9399995803833, 17.100000381469727, 16.440000534057617, 16.280000686645508, 16.290000915527344, 16.530000686645508, 16.6200008392334, 16.700000762939453, 16.43000030517578, 16.149999618530273, 15.850000381469727, 15.960000038146973, 15.5, 15.5, 15.5, 15.25, 16.260000228881836, 15.970000267028809, 16.079999923706055, 16.15999984741211, 15.65999984741211, 16.229999542236328, 16.079999923706055, 16.079999923706055, 16.139999389648438, 15.729999542236328, 15.630000114440918, 15.319999694824219, 15.149999618530273, 15.329999923706055, 15.119999885559082, 15.170000076293945, 15.119999885559082, 15.210000038146973, 15.4399995803833, 15.670000076293945, 15.520000457763672, 15.430000305175781, 15.390000343322754, 15.239999771118164, 15.329999923706055, 15.399999618530273, 15.3100004196167, 15.399999618530273, 15.40999984741211, 15.300000190734863, 15.270000457763672, 15.34000015258789, 15.489999771118164, 15.359999656677246, 15.09000015258789, 14.5, 14.220000267028809, 14.3100004196167, 13.84000015258789, 13.59000015258789, 13.359999656677246, 13.350000381469727, 13.270000457763672, 13.529999732971191, 13.229999542236328, 13.529999732971191, 13.390000343322754, 13.3100004196167, 13.3100004196167, 13.050000190734863, 12.699999809265137, 12.59000015258789, 13.380000114440918, 12.59000015258789, 12.59000015258789, 12.579999923706055, 12.399999618530273, 12.289999961853027, 12.149999618530273, 11.59000015258789, 11.699999809265137, 11.720000267028809, 11.569999694824219, 11.760000228881836, 11.729999542236328, 11.850000381469727, 12.1899995803833, 12.029999732971191, 11.920000076293945, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 10.770000457763672, 10.699999809265137, 10.880000114440918, 10.619999885559082, 10.520000457763672, 10.25, 10.25, 9.800000190734863, 10.149999618530273, 10.430000305175781, 10.609999656677246, 10.569999694824219, 10.680000305175781, 11.09000015258789, 11.350000381469727, 11.539999961853027, 11.529999732971191, 11.890000343322754, 11.970000267028809, 12.0600004196167, 12.789999961853027, 13.25, 13.680000305175781, 13.760000228881836, 12.670000076293945, 13.0, 13.029999732971191, 13.399999618530273, 14.359999656677246, 14.1899995803833, 14.130000114440918, 14.119999885559082, 14.420000076293945, 13.84000015258789, 14.210000038146973, 13.630000114440918, 13.539999961853027, 13.739999771118164, 13.569999694824219, 13.670000076293945, 13.039999961853027, 13.579999923706055, 13.199999809265137, 13.350000381469727, 13.34000015258789, 13.470000267028809, 13.270000457763672, 12.609999656677246, 13.539999961853027, 12.960000038146973, 12.970000267028809, 12.539999961853027, 12.59000015258789, 12.59000015258789, 12.59000015258789, 12.59000015258789, 12.59000015258789, 12.720000267028809, 13.319999694824219, 13.050000190734863, 13.050000190734863, 12.899999618530273, 13.279999732971191, 13.039999961853027, 13.0, 13.039999961853027, 13.020000457763672, 12.920000076293945, 13.050000190734863, 12.9399995803833, 13.079999923706055, 13.15999984741211, 13.210000038146973, 13.489999771118164, 13.470000267028809, 13.229999542236328, 13.359999656677246, 13.649999618530273, 13.8100004196167, 13.699999809265137, 13.890000343322754, 13.819999694824219, 13.84000015258789, 13.75, 13.579999923706055, 12.90999984741211, 13.510000228881836, 13.430000305175781, 13.489999771118164, 13.050000190734863, 13.09000015258789, 13.65999984741211, 14.180000305175781, 13.890000343322754, 13.640000343322754, 13.710000038146973, 13.4399995803833, 12.989999771118164, 12.880000114440918, 12.5600004196167, 12.859999656677246, 12.4399995803833, 12.4399995803833, 12.479999542236328, 12.550000190734863, 13.050000190734863, 13.550000190734863, 13.680000305175781, 13.489999771118164, 13.819999694824219, 13.6899995803833, 13.859999656677246, 13.729999542236328, 13.779999732971191, 13.800000190734863, 13.949999809265137, 13.609999656677246, 13.470000267028809, 13.010000228881836, 13.25, 13.09000015258789, 13.100000381469727, 13.15999984741211, 13.25, 13.609999656677246, 13.619999885559082, 13.350000381469727, 13.180000305175781, 13.050000190734863, 13.15999984741211, 13.220000267028809, 13.319999694824219, 13.010000228881836, 12.899999618530273, 12.430000305175781, 12.420000076293945, 11.930000305175781, 11.680000305175781, 11.75, 11.960000038146973, 11.770000457763672, 12.149999618530273, 12.199999809265137, 11.989999771118164, 12.029999732971191, 12.0600004196167, 11.930000305175781, 12.079999923706055, 12.079999923706055, 11.770000457763672, 11.34000015258789, 11.479999542236328, 11.460000038146973, 11.470000267028809, 11.470000267028809, 11.770000457763672, 11.609999656677246, 11.5600004196167, 11.680000305175781, 11.84000015258789, 11.8100004196167, 12.079999923706055, 12.079999923706055, 12.15999984741211, 12.34000015258789, 12.5600004196167, 12.550000190734863, 12.539999961853027, 12.75, 13.1899995803833, 12.859999656677246, 12.420000076293945, 12.149999618530273, 11.9399995803833, 11.880000114440918, 11.869999885559082, 11.859999656677246, 12.239999771118164, 11.8100004196167, 11.670000076293945, 12.010000228881836, 12.199999809265137, 12.279999732971191, 12.149999618530273, 12.289999961853027, 12.5600004196167, 12.819999694824219, 12.550000190734863, 12.789999961853027, 12.279999732971191, 12.319999694824219, 11.960000038146973, 12.069999694824219, 12.109999656677246, 11.9399995803833, 11.510000228881836, 11.359999656677246, 11.229999542236328, 11.5, 11.369999885559082, 11.390000343322754, 11.640000343322754, 11.760000228881836, 11.770000457763672, 11.510000228881836, 11.3100004196167, 11.109999656677246, 11.0600004196167, 10.949999809265137, 10.020000457763672, 10.319999694824219, 10.470000267028809, 10.460000038146973, 10.420000076293945, 10.399999618530273, 10.619999885559082, 10.770000457763672, 10.6899995803833, 10.710000038146973, 10.619999885559082, 10.670000076293945, 10.479999542236328, 10.470000267028809, 10.600000381469727, 10.710000038146973, 10.600000381469727, 10.600000381469727, 10.529999732971191, 10.529999732971191, 10.699999809265137, 10.489999771118164, 10.65999984741211, 10.369999885559082, 10.25, 10.25, 10.0600004196167, 10.15999984741211, 10.0, 10.149999618530273, 9.755000114440918, 9.399999618530273, 9.255000114440918, 8.864999771118164, 9.114999771118164, 8.899999618530273, 8.850000381469727, 9.479999542236328, 8.895000457763672, 8.819999694824219, 8.300000190734863, 8.364999771118164, 8.595000267028809, 8.505000114440918, 8.654999732971191, 8.6850004196167, 9.010000228881836, 9.114999771118164, 9.069999694824219, 9.069999694824219, 9.069999694824219, 9.069999694824219, 9.3149995803833, 9.550000190734863, 9.21500015258789, 9.319999694824219, 8.960000038146973, 8.8149995803833, 9.045000076293945, 9.175000190734863, 8.954999923706055, 9.0, 8.949999809265137, 9.039999961853027, 9.0, 8.869999885559082, 9.0, 9.0, 9.425000190734863, 9.420000076293945, 9.204999923706055, 9.119999885559082, 9.03499984741211, 8.90999984741211, 8.529999732971191, 8.5649995803833, 8.645000457763672, 8.350000381469727, 8.350000381469727, 8.489999771118164, 8.989999771118164, 9.170000076293945, 9.125, 9.029999732971191, 9.130000114440918, 9.239999771118164, 9.079999923706055, 9.4350004196167, 9.904999732971191, 9.654999732971191, 9.475000381469727, 9.760000228881836, 9.454999923706055, 9.3100004196167, 9.305000305175781, 8.75, 8.625, 8.614999771118164, 8.614999771118164, 8.614999771118164, 8.614999771118164, 8.5649995803833, 8.460000038146973, 8.545000076293945, 8.8100004196167, 9.020000457763672, 8.770000457763672, 8.819999694824219, 8.954999923706055, 9.0649995803833, 8.904999732971191, 9.119999885559082, 9.119999885559082, 9.425000190734863, 9.369999885559082, 9.600000381469727, 9.574999809265137, 9.625, 9.670000076293945, 9.989999771118164, 10.140000343322754, 9.925000190734863, 9.984999656677246, 10.039999961853027, 9.789999961853027, 9.654999732971191, 9.4399995803833, 9.350000381469727, 9.270000457763672, 9.444999694824219, 9.430000305175781, 9.329999923706055, 9.78499984741211, 10.069999694824219, 9.720000267028809, 9.65999984741211, 9.484999656677246, 9.53499984741211, 9.5, 9.359999656677246, 9.164999961853027, 8.994999885559082, 9.104999542236328, 8.539999961853027, 8.630000114440918, 8.460000038146973, 8.470000267028809, 8.930000305175781, 8.795000076293945, 8.854999542236328, 9.079999923706055, 9.074999809265137, 9.345000267028809, 9.329999923706055, 9.170000076293945, 9.164999961853027, 9.180000305175781, 9.425000190734863, 9.4399995803833, 9.300000190734863, 9.470000267028809, 9.475000381469727, 9.385000228881836, 9.529999732971191, 9.649999618530273, 9.479999542236328, 9.5600004196167, 9.645000457763672, 9.720000267028809, 9.699999809265137, 9.654999732971191, 9.630000114440918, 9.390000343322754, 9.444999694824219, 9.324999809265137, 9.399999618530273, 9.335000038146973, 9.395000457763672, 9.390000343322754, 9.46500015258789, 9.850000381469727, 9.6850004196167, 9.75, 9.680000305175781, 9.5600004196167, 9.770000457763672, 9.770000457763672, 9.760000228881836, 9.729999542236328, 9.595000267028809, 9.609999656677246, 9.585000038146973, 9.614999771118164, 9.8100004196167, 9.854999542236328, 9.850000381469727, 9.84000015258789, 10.220000267028809, 10.470000267028809, 10.789999961853027, 10.890000343322754, 11.039999961853027, 11.210000038146973, 11.140000343322754, 11.430000305175781, 11.350000381469727, 11.449999809265137, 11.640000343322754, 11.489999771118164, 11.449999809265137, 11.449999809265137, 11.539999961853027, 11.550000190734863, 11.539999961853027, 11.430000305175781, 11.460000038146973, 11.670000076293945, 11.630000114440918, 11.649999618530273, 11.829999923706055, 11.760000228881836, 11.6899995803833, 12.289999961853027, 12.1899995803833, 12.199999809265137, 12.210000038146973, 12.050000190734863, 12.380000114440918, 13.979999542236328, 14.109999656677246, 14.539999961853027, 14.430000305175781, 14.59000015258789, 14.90999984741211, 14.170000076293945, 14.430000305175781, 14.3100004196167, 14.529999732971191, 14.5, 14.050000190734863, 13.829999923706055, 14.119999885559082, 15.180000305175781, 14.90999984741211, 15.180000305175781, 14.90999984741211, 13.859999656677246, 13.029999732971191, 13.029999732971191, 12.210000038146973, 12.710000038146973, 11.460000038146973, 10.9399995803833, 10.920000076293945, 10.539999961853027, 10.65999984741211, 10.390000343322754, 11.420000076293945, 11.710000038146973, 12.109999656677246, 11.529999732971191, 11.619999885559082, 11.800000190734863, 11.4399995803833, 11.550000190734863, 11.630000114440918, 11.880000114440918, 12.199999809265137, 12.460000038146973, 12.609999656677246, 12.569999694824219, 12.470000267028809, 13.640000343322754, 13.130000114440918, 13.369999885559082, 13.5600004196167, 13.699999809265137, 13.479999542236328, 13.420000076293945, 13.319999694824219, 13.739999771118164, 13.65999984741211, 13.720000267028809, 13.59000015258789, 13.229999542236328, 13.529999732971191, 13.4399995803833, 13.449999809265137, 13.260000228881836, 13.399999618530273, 13.729999542236328, 14.359999656677246, 14.59000015258789, 14.449999809265137, 14.619999885559082, 14.729999542236328, 14.760000228881836, 14.649999618530273, 15.029999732971191, 15.050000190734863, 15.09000015258789, 15.930000305175781, 16.309999465942383, 15.899999618530273, 15.84000015258789, 15.949999809265137, 15.789999961853027, 15.8100004196167, 16.110000610351562, 16.1299991607666, 16.079999923706055, 16.0, 16.25, 15.960000038146973, 16.299999237060547, 16.290000915527344, 16.190000534057617, 16.110000610351562, 15.75, 15.699999809265137, 15.739999771118164, 16.059999465942383, 16.25, 16.3700008392334, 16.440000534057617, 16.149999618530273, 16.25, 16.290000915527344, 16.200000762939453, 15.989999771118164, 15.880000114440918, 16.170000076293945, 16.049999237060547, 16.559999465942383, 16.280000686645508, 16.579999923706055, 16.25, 16.8700008392334, 17.59000015258789, 17.549999237060547, 18.81999969482422, 18.34000015258789, 17.639999389648438, 17.6299991607666, 17.200000762939453, 16.920000076293945, 15.279999732971191, 16.790000915527344, 18.010000228881836, 18.1299991607666, 17.700000762939453, 17.600000381469727, 17.209999084472656, 17.8799991607666, 17.709999084472656, 17.889999389648438, 17.690000534057617, 17.350000381469727, 17.200000762939453, 16.780000686645508, 16.969999313354492, 16.93000030517578, 16.739999771118164, 16.270000457763672, 16.799999237060547, 16.6200008392334, 16.979999542236328, 16.8700008392334, 16.889999389648438, 16.670000076293945, 16.559999465942383, 16.600000381469727, 16.6200008392334, 16.719999313354492, 16.709999084472656, 16.65999984741211, 16.6299991607666, 16.190000534057617, 16.290000915527344, 16.40999984741211, 16.969999313354492, 17.25, 17.479999542236328, 18.59000015258789, 19.459999084472656, 18.559999465942383, 18.420000076293945, 18.719999313354492, 18.549999237060547, 18.540000915527344, 18.049999237060547, 18.110000610351562, 18.079999923706055, 18.030000686645508, 18.049999237060547, 18.170000076293945, 18.049999237060547, 18.1200008392334, 18.190000534057617, 18.110000610351562, 18.280000686645508, 18.049999237060547, 17.75], \"high\": [6.230000019073486, 6.15500020980835, 6.125, 6.15500020980835, 6.215000152587891, 6.534999847412109, 6.755000114440918, 6.679999828338623, 6.650000095367432, 6.644999980926514, 6.889999866485596, 7.175000190734863, 7.164999961853027, 7.059999942779541, 6.96999979019165, 6.940000057220459, 6.880000114440918, 6.789999961853027, 6.835000038146973, 6.804999828338623, 6.804999828338623, 6.965000152587891, 6.885000228881836, 6.934999942779541, 6.869999885559082, 7.059999942779541, 7.090000152587891, 7.050000190734863, 6.994999885559082, 7.059999942779541, 7.034999847412109, 6.994999885559082, 6.934999942779541, 6.829999923706055, 6.739999771118164, 6.775000095367432, 7.014999866485596, 7.0, 7.099999904632568, 7.164999961853027, 7.309999942779541, 7.605000019073486, 8.039999961853027, 8.295000076293945, 8.020000457763672, 7.965000152587891, 8.274999618530273, 8.449999809265137, 8.425000190734863, 8.420000076293945, 8.675000190734863, 9.085000038146973, 9.085000038146973, 8.930000305175781, 8.760000228881836, 8.824999809265137, 8.800000190734863, 8.6850004196167, 8.664999961853027, 8.609999656677246, 8.595000267028809, 8.515000343322754, 8.609999656677246, 8.720000267028809, 8.654999732971191, 8.574999809265137, 8.635000228881836, 8.609999656677246, 8.625, 8.600000381469727, 8.614999771118164, 8.600000381469727, 8.579999923706055, 8.585000038146973, 8.510000228881836, 8.619999885559082, 8.614999771118164, 9.069999694824219, 9.609999656677246, 9.8100004196167, 9.5600004196167, 9.449999809265137, 9.53499984741211, 9.489999771118164, 9.78499984741211, 9.765000343322754, 10.59000015258789, 10.539999961853027, 10.460000038146973, 10.890000343322754, 10.789999961853027, 10.800000190734863, 10.5600004196167, 10.579999923706055, 10.470000267028809, 10.680000305175781, 11.109999656677246, 11.279999732971191, 11.029999732971191, 10.640000343322754, 10.770000457763672, 10.789999961853027, 10.880000114440918, 10.739999771118164, 10.729999542236328, 10.760000228881836, 10.75, 10.970000267028809, 11.180000305175781, 11.140000343322754, 11.09000015258789, 11.039999961853027, 11.069999694824219, 10.979999542236328, 11.15999984741211, 11.119999885559082, 11.100000381469727, 11.079999923706055, 11.0600004196167, 11.079999923706055, 10.970000267028809, 10.970000267028809, 11.039999961853027, 11.050000190734863, 11.079999923706055, 11.010000228881836, 11.010000228881836, 11.0600004196167, 11.119999885559082, 11.0, 11.039999961853027, 10.960000038146973, 10.899999618530273, 10.930000305175781, 10.869999885559082, 10.84000015258789, 10.949999809265137, 10.979999542236328, 10.949999809265137, 10.890000343322754, 11.010000228881836, 11.739999771118164, 12.180000305175781, 12.050000190734863, 11.760000228881836, 12.050000190734863, 12.100000381469727, 12.100000381469727, 12.239999771118164, 12.3100004196167, 12.220000267028809, 12.1899995803833, 12.140000343322754, 12.140000343322754, 12.239999771118164, 12.989999771118164, 13.170000076293945, 13.09000015258789, 13.479999542236328, 13.380000114440918, 13.630000114440918, 13.720000267028809, 13.529999732971191, 13.460000038146973, 13.319999694824219, 13.380000114440918, 13.34000015258789, 13.430000305175781, 13.619999885559082, 13.430000305175781, 13.350000381469727, 13.460000038146973, 13.350000381469727, 13.5, 13.5, 13.5, 13.630000114440918, 13.479999542236328, 13.550000190734863, 13.470000267028809, 13.579999923706055, 13.680000305175781, 13.979999542236328, 13.899999618530273, 13.800000190734863, 13.75, 13.479999542236328, 13.390000343322754, 13.399999618530273, 13.300000190734863, 13.029999732971191, 12.579999923706055, 12.630000114440918, 13.239999771118164, 13.40999984741211, 13.470000267028809, 13.4399995803833, 13.40999984741211, 13.380000114440918, 13.34000015258789, 13.140000343322754, 13.350000381469727, 13.34000015258789, 13.579999923706055, 13.800000190734863, 14.34000015258789, 14.430000305175781, 14.510000228881836, 14.489999771118164, 14.930000305175781, 15.470000267028809, 16.3799991607666, 16.1200008392334, 16.190000534057617, 16.239999771118164, 16.399999618530273, 17.040000915527344, 16.979999542236328, 17.059999465942383, 17.739999771118164, 20.690000534057617, 20.149999618530273, 19.899999618530273, 20.09000015258789, 19.989999771118164, 21.049999237060547, 22.809999465942383, 23.6299991607666, 19.950000762939453, 16.889999389648438, 17.700000762939453, 16.920000076293945, 16.739999771118164, 16.600000381469727, 16.549999237060547, 16.450000762939453, 16.309999465942383, 15.239999771118164, 16.649999618530273, 17.389999389648438, 16.68000030517578, 16.5, 16.15999984741211, 16.06999969482422, 16.809999465942383, 17.040000915527344, 16.790000915527344, 16.56999969482422, 16.450000762939453, 16.84000015258789, 16.670000076293945, 16.450000762939453, 16.389999389648438, 16.3799991607666, 16.239999771118164, 16.3799991607666, 16.329999923706055, 15.630000114440918, 15.430000305175781, 15.960000038146973, 15.899999618530273, 16.670000076293945, 16.5, 16.420000076293945, 16.31999969482422, 16.420000076293945, 16.280000686645508, 16.110000610351562, 16.079999923706055, 16.219999313354492, 16.049999237060547, 16.170000076293945, 16.18000030517578, 16.100000381469727, 16.1200008392334, 16.100000381469727, 16.059999465942383, 17.3799991607666, 17.479999542236328, 16.59000015258789, 16.440000534057617, 16.90999984741211, 16.8700008392334, 16.93000030517578, 16.799999237060547, 16.450000762939453, 16.010000228881836, 16.15999984741211, 15.989999771118164, 15.59000015258789, 15.739999771118164, 15.670000076293945, 16.270000457763672, 16.459999084472656, 16.309999465942383, 16.700000762939453, 16.440000534057617, 16.239999771118164, 16.200000762939453, 16.18000030517578, 16.31999969482422, 15.960000038146973, 15.760000228881836, 15.680000305175781, 15.420000076293945, 15.520000457763672, 15.470000267028809, 15.270000457763672, 15.220000267028809, 15.279999732971191, 15.59000015258789, 15.779999732971191, 15.880000114440918, 15.699999809265137, 15.5, 15.510000228881836, 15.460000038146973, 15.449999809265137, 15.5, 15.729999542236328, 15.6899995803833, 15.5600004196167, 15.4399995803833, 15.390000343322754, 15.649999618530273, 15.9399995803833, 15.430000305175781, 15.210000038146973, 14.569999694824219, 14.5, 14.420000076293945, 13.979999542236328, 13.739999771118164, 13.460000038146973, 13.430000305175781, 13.720000267028809, 13.699999809265137, 13.5600004196167, 13.600000381469727, 13.399999618530273, 13.3100004196167, 13.369999885559082, 13.1899995803833, 12.829999923706055, 13.949999809265137, 13.449999809265137, 12.59000015258789, 12.859999656677246, 12.760000228881836, 12.449999809265137, 12.40999984741211, 12.229999542236328, 11.890000343322754, 11.960000038146973, 11.859999656677246, 12.0, 12.289999961853027, 12.0, 12.649999618530273, 12.579999923706055, 12.180000305175781, 12.020000457763672, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 10.800000190734863, 10.920000076293945, 10.90999984741211, 10.869999885559082, 10.75, 10.550000190734863, 10.25, 10.25, 10.25, 10.59000015258789, 10.65999984741211, 10.699999809265137, 11.1899995803833, 11.100000381469727, 11.350000381469727, 11.65999984741211, 11.699999809265137, 11.90999984741211, 12.109999656677246, 12.09000015258789, 12.800000190734863, 13.3100004196167, 13.979999542236328, 13.829999923706055, 13.930000305175781, 13.220000267028809, 13.25, 13.399999618530273, 14.380000114440918, 14.829999923706055, 14.430000305175781, 14.270000457763672, 14.579999923706055, 14.539999961853027, 14.449999809265137, 14.300000190734863, 13.800000190734863, 13.850000381469727, 13.789999961853027, 13.800000190734863, 13.359999656677246, 13.710000038146973, 13.710000038146973, 13.449999809265137, 13.479999542236328, 13.84000015258789, 13.640000343322754, 13.25, 13.569999694824219, 14.550000190734863, 13.369999885559082, 12.880000114440918, 12.739999771118164, 12.59000015258789, 12.59000015258789, 12.59000015258789, 12.59000015258789, 12.890000343322754, 13.329999923706055, 13.3100004196167, 13.050000190734863, 13.069999694824219, 13.3100004196167, 13.420000076293945, 13.15999984741211, 13.210000038146973, 13.100000381469727, 13.1899995803833, 13.050000190734863, 13.199999809265137, 13.109999656677246, 13.289999961853027, 13.260000228881836, 13.489999771118164, 13.59000015258789, 13.529999732971191, 13.420000076293945, 13.670000076293945, 14.050000190734863, 13.90999984741211, 13.90999984741211, 13.9399995803833, 14.0, 13.869999885559082, 13.8100004196167, 13.59000015258789, 13.510000228881836, 13.619999885559082, 13.59000015258789, 13.640000343322754, 13.260000228881836, 13.65999984741211, 14.300000190734863, 14.260000228881836, 14.020000457763672, 13.880000114440918, 13.800000190734863, 13.529999732971191, 12.989999771118164, 12.979999542236328, 12.869999885559082, 12.880000114440918, 12.4399995803833, 12.760000228881836, 12.890000343322754, 13.119999885559082, 13.670000076293945, 13.720000267028809, 13.899999618530273, 13.880000114440918, 13.859999656677246, 13.9399995803833, 13.890000343322754, 13.890000343322754, 13.899999618530273, 14.0600004196167, 14.100000381469727, 13.65999984741211, 13.5600004196167, 13.25, 13.329999923706055, 13.199999809265137, 13.300000190734863, 13.3100004196167, 13.710000038146973, 13.829999923706055, 13.649999618530273, 13.529999732971191, 13.279999732971191, 13.270000457763672, 13.229999542236328, 13.380000114440918, 13.229999542236328, 13.09000015258789, 12.979999542236328, 12.600000381469727, 12.420000076293945, 12.130000114440918, 11.789999961853027, 12.029999732971191, 11.930000305175781, 12.180000305175781, 12.390000343322754, 12.109999656677246, 12.140000343322754, 12.289999961853027, 12.140000343322754, 12.119999885559082, 12.079999923706055, 12.050000190734863, 11.8100004196167, 11.510000228881836, 11.609999656677246, 11.520000457763672, 11.619999885559082, 11.84000015258789, 11.869999885559082, 11.739999771118164, 11.779999732971191, 11.880000114440918, 11.989999771118164, 12.109999656677246, 12.369999885559082, 12.279999732971191, 12.359999656677246, 12.65999984741211, 12.699999809265137, 12.699999809265137, 12.75, 13.229999542236328, 13.289999961853027, 12.850000381469727, 12.5600004196167, 12.270000457763672, 12.0600004196167, 12.0, 11.949999809265137, 12.25, 12.279999732971191, 11.930000305175781, 12.09000015258789, 12.270000457763672, 12.380000114440918, 12.350000381469727, 12.329999923706055, 12.640000343322754, 12.859999656677246, 13.050000190734863, 12.789999961853027, 12.630000114440918, 12.4399995803833, 12.300000190734863, 12.229999542236328, 12.15999984741211, 12.199999809265137, 12.0, 11.59000015258789, 11.510000228881836, 11.550000190734863, 11.619999885559082, 11.510000228881836, 11.680000305175781, 11.800000190734863, 11.84000015258789, 11.770000457763672, 11.609999656677246, 11.489999771118164, 11.239999771118164, 11.300000190734863, 11.0, 10.420000076293945, 10.579999923706055, 10.739999771118164, 10.579999923706055, 10.569999694824219, 10.640000343322754, 10.859999656677246, 11.039999961853027, 10.829999923706055, 10.800000190734863, 10.729999542236328, 10.5600004196167, 10.640000343322754, 10.6899995803833, 10.770000457763672, 10.710000038146973, 10.640000343322754, 10.609999656677246, 10.529999732971191, 10.720000267028809, 10.739999771118164, 10.6899995803833, 10.670000076293945, 10.430000305175781, 10.25, 10.489999771118164, 10.239999771118164, 10.09000015258789, 10.210000038146973, 10.119999885559082, 9.829999923706055, 9.550000190734863, 9.28499984741211, 9.119999885559082, 9.109999656677246, 9.039999961853027, 9.489999771118164, 9.569999694824219, 9.079999923706055, 8.800000190734863, 8.454999923706055, 8.670000076293945, 8.71500015258789, 8.734999656677246, 8.819999694824219, 9.0600004196167, 9.149999618530273, 9.1850004196167, 9.069999694824219, 9.069999694824219, 9.069999694824219, 9.375, 9.550000190734863, 9.555000305175781, 9.369999885559082, 9.1899995803833, 9.0600004196167, 9.119999885559082, 9.255000114440918, 9.1899995803833, 9.204999923706055, 9.1899995803833, 9.170000076293945, 9.104999542236328, 9.0649995803833, 9.050000190734863, 9.045000076293945, 9.654999732971191, 9.475000381469727, 9.46500015258789, 9.274999618530273, 9.1850004196167, 9.020000457763672, 8.975000381469727, 8.625, 8.704999923706055, 8.675000190734863, 8.350000381469727, 8.510000228881836, 9.024999618530273, 9.220000267028809, 9.390000343322754, 9.199999809265137, 9.180000305175781, 9.305000305175781, 9.329999923706055, 9.484999656677246, 9.90999984741211, 9.949999809265137, 9.739999771118164, 9.864999771118164, 9.925000190734863, 9.600000381469727, 9.460000038146973, 9.25, 8.864999771118164, 8.71500015258789, 8.614999771118164, 8.614999771118164, 8.614999771118164, 8.680000305175781, 8.630000114440918, 8.670000076293945, 8.84000015258789, 9.579999923706055, 9.180000305175781, 8.895000457763672, 9.020000457763672, 9.175000190734863, 9.135000228881836, 9.175000190734863, 9.119999885559082, 9.460000038146973, 9.515000343322754, 9.600000381469727, 9.675000190734863, 9.670000076293945, 9.8100004196167, 10.050000190734863, 10.260000228881836, 10.220000267028809, 10.069999694824219, 10.149999618530273, 10.15999984741211, 9.805000305175781, 9.765000343322754, 9.510000228881836, 9.449999809265137, 9.640000343322754, 9.444999694824219, 9.505000114440918, 9.8149995803833, 10.15999984741211, 10.079999923706055, 9.774999618530273, 9.755000114440918, 9.585000038146973, 9.704999923706055, 9.479999542236328, 9.4350004196167, 9.194999694824219, 9.260000228881836, 9.0649995803833, 8.75, 8.539999961853027, 8.555000305175781, 8.994999885559082, 8.9350004196167, 8.895000457763672, 9.104999542236328, 9.265000343322754, 9.354999542236328, 9.399999618530273, 9.270000457763672, 9.265000343322754, 9.210000038146973, 9.479999542236328, 9.479999542236328, 9.4350004196167, 9.539999961853027, 9.649999618530273, 9.4350004196167, 9.600000381469727, 9.680000305175781, 9.680000305175781, 9.630000114440918, 9.704999923706055, 9.8100004196167, 9.895000457763672, 9.795000076293945, 9.720000267028809, 9.720000267028809, 9.460000038146973, 9.449999809265137, 9.4399995803833, 9.4399995803833, 9.4350004196167, 9.6850004196167, 9.550000190734863, 9.885000228881836, 9.90999984741211, 9.854999542236328, 9.875, 9.694999694824219, 9.8149995803833, 9.949999809265137, 9.819999694824219, 9.850000381469727, 9.6850004196167, 9.664999961853027, 9.65999984741211, 9.65999984741211, 9.835000038146973, 9.854999542236328, 9.975000381469727, 9.880000114440918, 10.229999542236328, 10.609999656677246, 10.8100004196167, 10.970000267028809, 11.180000305175781, 11.279999732971191, 11.25, 11.449999809265137, 11.569999694824219, 11.5, 11.6899995803833, 11.670000076293945, 11.640000343322754, 11.550000190734863, 11.630000114440918, 11.59000015258789, 11.630000114440918, 11.5600004196167, 11.529999732971191, 11.880000114440918, 11.869999885559082, 11.859999656677246, 11.829999923706055, 12.0, 11.770000457763672, 12.300000190734863, 12.449999809265137, 12.350000381469727, 12.390000343322754, 12.380000114440918, 12.420000076293945, 14.34000015258789, 14.380000114440918, 14.850000381469727, 15.3100004196167, 14.829999923706055, 14.970000267028809, 15.069999694824219, 14.569999694824219, 14.380000114440918, 14.779999732971191, 15.329999923706055, 14.399999618530273, 14.140000343322754, 14.430000305175781, 15.199999809265137, 15.789999961853027, 15.430000305175781, 15.199999809265137, 14.670000076293945, 14.350000381469727, 13.029999732971191, 12.6899995803833, 13.199999809265137, 12.140000343322754, 11.630000114440918, 11.289999961853027, 11.039999961853027, 10.9399995803833, 10.649999618530273, 11.430000305175781, 12.149999618530273, 12.15999984741211, 12.239999771118164, 11.770000457763672, 11.960000038146973, 11.859999656677246, 11.59000015258789, 11.800000190734863, 11.920000076293945, 12.670000076293945, 12.470000267028809, 12.710000038146973, 12.760000228881836, 12.649999618530273, 13.710000038146973, 13.899999618530273, 13.520000457763672, 13.75, 13.8100004196167, 13.630000114440918, 13.600000381469727, 13.399999618530273, 13.800000190734863, 13.859999656677246, 13.8100004196167, 13.850000381469727, 13.4399995803833, 13.569999694824219, 13.6899995803833, 13.630000114440918, 13.529999732971191, 13.449999809265137, 13.739999771118164, 14.65999984741211, 14.899999618530273, 14.850000381469727, 14.729999542236328, 14.90999984741211, 15.010000228881836, 14.8100004196167, 15.149999618530273, 15.229999542236328, 15.119999885559082, 15.949999809265137, 16.530000686645508, 16.270000457763672, 16.1299991607666, 16.040000915527344, 16.139999389648438, 15.899999618530273, 16.31999969482422, 16.350000381469727, 16.260000228881836, 16.149999618530273, 16.40999984741211, 16.350000381469727, 16.299999237060547, 17.049999237060547, 16.479999542236328, 16.280000686645508, 16.1200008392334, 15.989999771118164, 15.859999656677246, 16.219999313354492, 16.3700008392334, 16.610000610351562, 16.59000015258789, 16.489999771118164, 16.34000015258789, 16.450000762939453, 16.389999389648438, 16.459999084472656, 15.920000076293945, 16.209999084472656, 16.25, 16.610000610351562, 16.510000228881836, 16.709999084472656, 16.739999771118164, 16.969999313354492, 17.639999389648438, 18.030000686645508, 19.110000610351562, 19.15999984741211, 18.540000915527344, 17.760000228881836, 18.219999313354492, 17.479999542236328, 17.040000915527344, 16.790000915527344, 18.149999618530273, 18.8799991607666, 18.190000534057617, 18.139999389648438, 17.5, 17.920000076293945, 18.059999465942383, 18.040000915527344, 17.90999984741211, 17.93000030517578, 17.540000915527344, 17.34000015258789, 17.209999084472656, 17.149999618530273, 16.989999771118164, 16.760000228881836, 17.0, 16.959999084472656, 17.270000457763672, 17.100000381469727, 17.0, 17.059999465942383, 16.850000381469727, 16.850000381469727, 16.729999542236328, 16.860000610351562, 16.899999618530273, 16.770000457763672, 16.649999618530273, 16.65999984741211, 16.440000534057617, 16.559999465942383, 16.989999771118164, 17.440000534057617, 17.700000762939453, 18.6200008392334, 19.799999237060547, 19.860000610351562, 18.8799991607666, 18.959999084472656, 18.8700008392334, 18.719999313354492, 18.760000228881836, 18.270000457763672, 18.290000915527344, 18.350000381469727, 18.18000030517578, 18.299999237060547, 18.239999771118164, 18.190000534057617, 18.3700008392334, 18.270000457763672, 18.489999771118164, 18.3799991607666, 17.950000762939453], \"low\": [6.090000152587891, 6.025000095367432, 6.039999961853027, 6.050000190734863, 6.099999904632568, 6.190000057220459, 6.5, 6.554999828338623, 6.565000057220459, 6.559999942779541, 6.610000133514404, 6.775000095367432, 6.909999847412109, 6.769999980926514, 6.789999961853027, 6.829999923706055, 6.755000114440918, 6.53000020980835, 6.364999771118164, 6.650000095367432, 6.610000133514404, 6.809999942779541, 6.800000190734863, 6.800000190734863, 6.789999961853027, 6.849999904632568, 6.929999828338623, 6.925000190734863, 6.929999828338623, 6.934999942779541, 6.965000152587891, 6.800000190734863, 6.710000038146973, 6.650000095367432, 6.650000095367432, 6.659999847412109, 6.800000190734863, 6.909999847412109, 6.949999809265137, 7.065000057220459, 7.074999809265137, 7.295000076293945, 7.550000190734863, 7.840000152587891, 7.889999866485596, 7.860000133514404, 7.960000038146973, 8.270000457763672, 7.925000190734863, 8.274999618530273, 8.430000305175781, 8.755000114440918, 8.850000381469727, 8.649999618530273, 8.28499984741211, 8.675000190734863, 8.529999732971191, 8.3100004196167, 8.53499984741211, 8.539999961853027, 8.404999732971191, 8.380000114440918, 8.364999771118164, 8.604999542236328, 8.494999885559082, 8.479999542236328, 8.53499984741211, 8.539999961853027, 8.489999771118164, 8.5, 8.505000114440918, 8.539999961853027, 8.524999618530273, 8.449999809265137, 8.364999771118164, 8.545000076293945, 8.515000343322754, 8.649999618530273, 9.074999809265137, 9.380000114440918, 9.399999618530273, 9.300000190734863, 9.329999923706055, 9.40999984741211, 9.359999656677246, 9.765000343322754, 9.899999618530273, 10.109999656677246, 10.09000015258789, 10.460000038146973, 10.539999961853027, 10.420000076293945, 10.199999809265137, 10.359999656677246, 10.260000228881836, 10.300000190734863, 10.65999984741211, 10.970000267028809, 10.479999542236328, 10.640000343322754, 10.479999542236328, 10.40999984741211, 10.670000076293945, 10.609999656677246, 10.529999732971191, 10.670000076293945, 10.630000114440918, 10.649999618530273, 10.829999923706055, 11.0, 10.930000305175781, 10.9399995803833, 10.920000076293945, 10.920000076293945, 10.9399995803833, 11.010000228881836, 10.979999542236328, 11.0, 10.920000076293945, 10.920000076293945, 10.899999618530273, 10.84000015258789, 10.770000457763672, 10.960000038146973, 11.010000228881836, 11.010000228881836, 11.010000228881836, 10.970000267028809, 10.960000038146973, 10.930000305175781, 10.899999618530273, 10.850000381469727, 10.739999771118164, 10.760000228881836, 10.75, 10.770000457763672, 10.739999771118164, 10.8100004196167, 10.779999732971191, 10.800000190734863, 10.850000381469727, 11.050000190734863, 11.779999732971191, 11.539999961853027, 11.350000381469727, 11.779999732971191, 11.930000305175781, 11.949999809265137, 12.069999694824219, 12.149999618530273, 12.029999732971191, 11.970000267028809, 11.970000267028809, 12.029999732971191, 12.039999961853027, 12.350000381469727, 12.770000457763672, 12.84000015258789, 13.170000076293945, 13.0, 13.300000190734863, 13.380000114440918, 12.970000267028809, 13.109999656677246, 13.020000457763672, 13.199999809265137, 13.09000015258789, 13.039999961853027, 13.329999923706055, 13.279999732971191, 13.25, 13.229999542236328, 13.350000381469727, 13.359999656677246, 13.5, 13.5, 13.350000381469727, 13.300000190734863, 13.380000114440918, 13.319999694824219, 13.390000343322754, 13.539999961853027, 13.5600004196167, 13.619999885559082, 13.670000076293945, 13.380000114440918, 13.050000190734863, 13.100000381469727, 13.149999618530273, 13.079999923706055, 11.800000190734863, 12.239999771118164, 12.399999618530273, 12.520000457763672, 13.079999923706055, 13.119999885559082, 13.170000076293945, 13.300000190734863, 13.1899995803833, 12.960000038146973, 12.229999542236328, 13.149999618530273, 13.170000076293945, 13.329999923706055, 13.550000190734863, 13.859999656677246, 14.180000305175781, 14.329999923706055, 14.380000114440918, 14.510000228881836, 14.930000305175781, 15.479999542236328, 15.619999885559082, 15.65999984741211, 16.030000686645508, 16.190000534057617, 16.34000015258789, 16.600000381469727, 16.719999313354492, 16.989999771118164, 17.899999618530273, 19.1200008392334, 19.049999237060547, 19.610000610351562, 19.229999542236328, 20.020000457763672, 21.149999618530273, 18.15999984741211, 16.110000610351562, 14.470000267028809, 16.1299991607666, 16.100000381469727, 16.209999084472656, 16.0, 15.270000457763672, 15.949999809265137, 15.0, 14.449999809265137, 15.069999694824219, 16.170000076293945, 16.25, 15.779999732971191, 15.800000190734863, 15.75, 15.9399995803833, 16.549999237060547, 16.350000381469727, 16.100000381469727, 16.200000762939453, 16.31999969482422, 16.360000610351562, 16.18000030517578, 16.1200008392334, 16.06999969482422, 16.06999969482422, 16.139999389648438, 16.18000030517578, 14.640000343322754, 15.25, 15.25, 15.899999618530273, 16.350000381469727, 16.0, 16.0, 16.139999389648438, 16.229999542236328, 16.0, 15.819999694824219, 15.859999656677246, 15.930000305175781, 15.479999542236328, 15.5600004196167, 15.880000114440918, 15.960000038146973, 15.859999656677246, 15.890000343322754, 15.920000076293945, 15.899999618530273, 16.3799991607666, 16.110000610351562, 16.25, 16.239999771118164, 16.579999923706055, 16.6200008392334, 16.31999969482422, 16.139999389648438, 15.630000114440918, 15.949999809265137, 15.5, 15.010000228881836, 15.5, 15.25, 15.279999732971191, 15.960000038146973, 16.010000228881836, 16.110000610351562, 15.600000381469727, 15.729999542236328, 15.970000267028809, 16.030000686645508, 16.09000015258789, 15.59000015258789, 15.579999923706055, 15.270000457763672, 15.119999885559082, 15.130000114440918, 15.119999885559082, 15.119999885559082, 15.119999885559082, 15.109999656677246, 15.25, 15.40999984741211, 15.510000228881836, 15.40999984741211, 15.350000381469727, 15.210000038146973, 15.210000038146973, 15.319999694824219, 15.289999961853027, 15.149999618530273, 15.399999618530273, 15.279999732971191, 15.1899995803833, 15.260000228881836, 15.359999656677246, 15.3100004196167, 15.010000228881836, 14.420000076293945, 14.0, 14.1899995803833, 13.8100004196167, 13.119999885559082, 12.970000267028809, 13.109999656677246, 13.220000267028809, 13.270000457763672, 13.149999618530273, 13.0, 13.34000015258789, 13.270000457763672, 13.3100004196167, 13.039999961853027, 12.619999885559082, 12.40999984741211, 12.520000457763672, 12.550000190734863, 12.59000015258789, 12.420000076293945, 12.380000114440918, 12.119999885559082, 12.140000343322754, 11.539999961853027, 11.039999961853027, 11.40999984741211, 11.529999732971191, 11.479999542236328, 11.609999656677246, 11.710000038146973, 11.850000381469727, 11.949999809265137, 11.760000228881836, 11.729999542236328, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 10.350000381469727, 10.489999771118164, 10.5600004196167, 10.609999656677246, 10.510000228881836, 10.239999771118164, 10.25, 9.795000076293945, 9.515000343322754, 10.069999694824219, 10.40999984741211, 10.460000038146973, 10.550000190734863, 10.609999656677246, 11.020000457763672, 11.270000457763672, 11.390000343322754, 11.470000267028809, 11.890000343322754, 11.920000076293945, 12.069999694824219, 12.8100004196167, 13.34000015258789, 13.430000305175781, 12.350000381469727, 12.25, 12.9399995803833, 13.079999923706055, 13.390000343322754, 13.670000076293945, 13.960000038146973, 14.0600004196167, 14.149999618530273, 13.600000381469727, 13.680000305175781, 13.0, 13.3100004196167, 13.369999885559082, 13.529999732971191, 13.579999923706055, 13.029999732971191, 13.039999961853027, 13.140000343322754, 13.149999618530273, 13.319999694824219, 13.140000343322754, 12.130000114440918, 12.140000343322754, 13.039999961853027, 12.890000343322754, 12.899999618530273, 12.239999771118164, 12.420000076293945, 12.59000015258789, 12.59000015258789, 12.59000015258789, 12.59000015258789, 12.649999618530273, 12.699999809265137, 12.949999809265137, 13.050000190734863, 12.880000114440918, 12.800000190734863, 13.020000457763672, 12.930000305175781, 13.010000228881836, 12.970000267028809, 12.890000343322754, 12.800000190734863, 12.930000305175781, 12.75, 13.079999923706055, 13.100000381469727, 13.229999542236328, 13.40999984741211, 13.170000076293945, 13.25, 13.390000343322754, 13.670000076293945, 13.550000190734863, 13.670000076293945, 13.739999771118164, 13.789999961853027, 13.609999656677246, 13.5, 12.890000343322754, 12.699999809265137, 13.270000457763672, 13.279999732971191, 13.050000190734863, 12.930000305175781, 12.960000038146973, 13.699999809265137, 13.859999656677246, 13.539999961853027, 13.600000381469727, 13.430000305175781, 12.979999542236328, 12.369999885559082, 12.550000190734863, 12.369999885559082, 12.420000076293945, 12.4399995803833, 12.199999809265137, 12.460000038146973, 12.649999618530273, 13.069999694824219, 13.489999771118164, 13.3100004196167, 13.460000038146973, 13.4399995803833, 13.510000228881836, 13.630000114440918, 13.600000381469727, 13.729999542236328, 13.819999694824219, 13.569999694824219, 13.460000038146973, 12.989999771118164, 13.050000190734863, 13.0600004196167, 12.970000267028809, 13.119999885559082, 13.069999694824219, 13.289999961853027, 13.479999542236328, 13.270000457763672, 13.170000076293945, 12.960000038146973, 12.960000038146973, 13.039999961853027, 13.15999984741211, 12.979999542236328, 12.869999885559082, 12.420000076293945, 12.390000343322754, 11.90999984741211, 11.670000076293945, 11.5600004196167, 11.789999961853027, 11.75, 11.729999542236328, 12.109999656677246, 11.9399995803833, 11.989999771118164, 12.020000457763672, 11.899999618530273, 11.930000305175781, 12.079999923706055, 11.75, 11.289999961853027, 11.319999694824219, 11.4399995803833, 11.319999694824219, 11.4399995803833, 11.460000038146973, 11.59000015258789, 11.420000076293945, 11.609999656677246, 11.670000076293945, 11.770000457763672, 11.829999923706055, 12.0600004196167, 12.069999694824219, 12.15999984741211, 12.430000305175781, 12.529999732971191, 12.539999961853027, 12.539999961853027, 12.6899995803833, 12.760000228881836, 12.380000114440918, 12.119999885559082, 11.880000114440918, 11.800000190734863, 11.8100004196167, 11.800000190734863, 11.930000305175781, 11.800000190734863, 11.630000114440918, 11.529999732971191, 11.970000267028809, 12.130000114440918, 12.029999732971191, 12.130000114440918, 12.25, 12.520000457763672, 12.510000228881836, 12.529999732971191, 12.25, 12.140000343322754, 11.949999809265137, 11.960000038146973, 11.949999809265137, 11.899999618530273, 11.449999809265137, 11.279999732971191, 11.199999809265137, 11.140000343322754, 11.239999771118164, 11.319999694824219, 11.489999771118164, 11.649999618530273, 11.680000305175781, 11.489999771118164, 11.289999961853027, 11.069999694824219, 10.859999656677246, 10.899999618530273, 10.0, 9.895000457763672, 10.220000267028809, 10.229999542236328, 10.350000381469727, 10.390000343322754, 10.390000343322754, 10.520000457763672, 10.649999618530273, 10.649999618530273, 10.5600004196167, 10.479999542236328, 10.359999656677246, 10.430000305175781, 10.5, 10.649999618530273, 10.5600004196167, 10.569999694824219, 10.5, 10.529999732971191, 10.489999771118164, 10.430000305175781, 10.460000038146973, 10.319999694824219, 10.229999542236328, 10.25, 10.029999732971191, 10.0, 9.8149995803833, 9.760000228881836, 9.720000267028809, 9.390000343322754, 9.204999923706055, 8.824999809265137, 8.779999732971191, 8.774999618530273, 8.8100004196167, 8.739999771118164, 8.864999771118164, 8.75, 8.28499984741211, 8.229999542236328, 8.395000457763672, 8.470000267028809, 8.555000305175781, 8.625, 8.774999618530273, 8.899999618530273, 9.039999961853027, 9.069999694824219, 9.069999694824219, 9.069999694824219, 9.09000015258789, 9.220000267028809, 9.149999618530273, 9.199999809265137, 8.925000190734863, 8.75, 8.78499984741211, 8.954999923706055, 8.885000228881836, 8.949999809265137, 8.869999885559082, 8.96500015258789, 8.975000381469727, 8.854999542236328, 8.895000457763672, 8.9350004196167, 9.404999732971191, 9.234999656677246, 9.175000190734863, 9.039999961853027, 9.029999732971191, 8.890000343322754, 8.470000267028809, 8.380000114440918, 8.5649995803833, 8.289999961853027, 8.350000381469727, 8.34000015258789, 8.555000305175781, 8.770000457763672, 9.055000305175781, 9.005000114440918, 9.005000114440918, 9.039999961853027, 9.045000076293945, 9.104999542236328, 9.449999809265137, 9.574999809265137, 9.470000267028809, 9.380000114440918, 9.449999809265137, 9.210000038146973, 9.210000038146973, 8.640000343322754, 8.5649995803833, 8.545000076293945, 8.614999771118164, 8.614999771118164, 8.614999771118164, 8.470000267028809, 8.4399995803833, 8.454999923706055, 8.555000305175781, 8.930000305175781, 8.680000305175781, 8.734999656677246, 8.699999809265137, 8.835000038146973, 8.835000038146973, 8.90999984741211, 9.119999885559082, 9.130000114440918, 9.260000228881836, 9.375, 9.524999618530273, 9.510000228881836, 9.654999732971191, 9.664999961853027, 9.930000305175781, 9.850000381469727, 9.930000305175781, 9.920000076293945, 9.729999542236328, 9.59000015258789, 9.430000305175781, 9.279999732971191, 9.225000381469727, 9.364999771118164, 9.319999694824219, 9.3149995803833, 9.354999542236328, 9.854999542236328, 9.640000343322754, 9.640000343322754, 9.4350004196167, 9.479999542236328, 9.484999656677246, 9.21500015258789, 9.154999732971191, 8.800000190734863, 9.039999961853027, 8.345000267028809, 8.59000015258789, 8.380000114440918, 8.399999618530273, 8.84000015258789, 8.774999618530273, 8.800000190734863, 8.859999656677246, 9.03499984741211, 9.050000190734863, 9.289999961853027, 9.024999618530273, 9.109999656677246, 9.079999923706055, 9.234999656677246, 9.364999771118164, 9.225000381469727, 9.34000015258789, 9.4350004196167, 9.274999618530273, 9.414999961853027, 9.484999656677246, 9.454999923706055, 9.555000305175781, 9.595000267028809, 9.625, 9.664999961853027, 9.640000343322754, 9.585000038146973, 9.385000228881836, 9.279999732971191, 9.3149995803833, 9.324999809265137, 9.335000038146973, 9.375, 9.335000038146973, 9.399999618530273, 9.520000457763672, 9.680000305175781, 9.640000343322754, 9.654999732971191, 9.555000305175781, 9.609999656677246, 9.71500015258789, 9.670000076293945, 9.704999923706055, 9.5649995803833, 9.585000038146973, 9.5649995803833, 9.555000305175781, 9.6850004196167, 9.789999961853027, 9.800000190734863, 9.779999732971191, 9.859999656677246, 10.25, 10.5600004196167, 10.449999809265137, 10.84000015258789, 10.989999771118164, 10.989999771118164, 11.270000457763672, 11.270000457763672, 11.34000015258789, 11.380000114440918, 11.449999809265137, 11.380000114440918, 11.34000015258789, 11.460000038146973, 11.449999809265137, 11.5, 11.399999618530273, 11.300000190734863, 11.319999694824219, 11.59000015258789, 11.600000381469727, 11.600000381469727, 11.729999542236328, 11.630000114440918, 11.800000190734863, 12.109999656677246, 12.180000305175781, 12.140000343322754, 11.640000343322754, 11.989999771118164, 12.859999656677246, 13.890000343322754, 14.119999885559082, 14.380000114440918, 14.239999771118164, 14.430000305175781, 13.970000267028809, 14.050000190734863, 14.100000381469727, 14.390000343322754, 14.329999923706055, 13.760000228881836, 12.079999923706055, 13.930000305175781, 14.3100004196167, 14.859999656677246, 14.970000267028809, 14.640000343322754, 13.149999618530273, 12.890000343322754, 13.029999732971191, 12.109999656677246, 11.699999809265137, 11.460000038146973, 10.319999694824219, 10.489999771118164, 10.399999618530273, 10.529999732971191, 10.0600004196167, 10.75, 11.420000076293945, 11.539999961853027, 11.449999809265137, 11.329999923706055, 11.649999618530273, 11.350000381469727, 11.359999656677246, 11.510000228881836, 11.760000228881836, 11.960000038146973, 12.15999984741211, 12.380000114440918, 12.470000267028809, 12.359999656677246, 12.600000381469727, 12.789999961853027, 13.130000114440918, 13.40999984741211, 13.579999923706055, 13.420000076293945, 13.40999984741211, 13.140000343322754, 13.510000228881836, 13.630000114440918, 13.649999618530273, 13.319999694824219, 13.130000114440918, 13.170000076293945, 13.399999618530273, 13.319999694824219, 13.25, 13.300000190734863, 13.350000381469727, 13.640000343322754, 14.300000190734863, 14.4399995803833, 14.550000190734863, 14.600000381469727, 14.729999542236328, 14.579999923706055, 14.760000228881836, 14.930000305175781, 14.949999809265137, 15.180000305175781, 15.970000267028809, 15.869999885559082, 15.670000076293945, 15.859999656677246, 15.680000305175781, 15.640000343322754, 15.850000381469727, 15.920000076293945, 15.9399995803833, 15.930000305175781, 16.100000381469727, 15.949999809265137, 15.920000076293945, 16.100000381469727, 16.170000076293945, 16.06999969482422, 15.710000038146973, 15.579999923706055, 15.670000076293945, 15.6899995803833, 16.110000610351562, 16.239999771118164, 16.420000076293945, 16.0, 16.170000076293945, 16.06999969482422, 16.18000030517578, 15.899999618530273, 15.380000114440918, 15.979999542236328, 16.020000457763672, 16.1299991607666, 16.219999313354492, 16.170000076293945, 16.079999923706055, 16.190000534057617, 16.8799991607666, 17.40999984741211, 17.540000915527344, 18.309999465942383, 17.549999237060547, 17.290000915527344, 16.469999313354492, 16.600000381469727, 15.239999771118164, 14.229999542236328, 16.25, 18.0, 17.459999084472656, 17.459999084472656, 17.139999389648438, 17.219999313354492, 17.65999984741211, 17.75, 17.59000015258789, 17.31999969482422, 17.149999618530273, 16.579999923706055, 16.760000228881836, 16.8799991607666, 16.600000381469727, 16.209999084472656, 15.850000381469727, 16.610000610351562, 16.6200008392334, 16.760000228881836, 16.829999923706055, 16.649999618530273, 16.510000228881836, 16.549999237060547, 16.549999237060547, 16.65999984741211, 16.5, 16.579999923706055, 16.459999084472656, 16.100000381469727, 16.049999237060547, 16.299999237060547, 16.239999771118164, 17.010000228881836, 17.239999771118164, 17.360000610351562, 18.110000610351562, 18.530000686645508, 18.25, 18.489999771118164, 18.540000915527344, 18.420000076293945, 18.010000228881836, 17.969999313354492, 18.049999237060547, 17.940000534057617, 17.979999542236328, 17.959999084472656, 17.979999542236328, 18.06999969482422, 18.079999923706055, 18.06999969482422, 18.0, 17.780000686645508, 17.6200008392334], \"open\": [6.210000038146973, 6.125, 6.039999961853027, 6.114999771118164, 6.135000228881836, 6.190000057220459, 6.5, 6.650000095367432, 6.59499979019165, 6.599999904632568, 6.625, 6.860000133514404, 7.070000171661377, 6.954999923706055, 6.869999885559082, 6.894999980926514, 6.860000133514404, 6.775000095367432, 6.545000076293945, 6.739999771118164, 6.630000114440918, 6.815000057220459, 6.840000152587891, 6.875, 6.835000038146973, 6.864999771118164, 7.019999980926514, 7.034999847412109, 6.974999904632568, 6.974999904632568, 6.989999771118164, 6.974999904632568, 6.90500020980835, 6.775000095367432, 6.695000171661377, 6.715000152587891, 6.800000190734863, 6.989999771118164, 6.974999904632568, 7.110000133514404, 7.125, 7.295000076293945, 7.599999904632568, 8.015000343322754, 7.914999961853027, 7.934999942779541, 7.989999771118164, 8.274999618530273, 8.085000038146973, 8.3100004196167, 8.430000305175781, 8.755000114440918, 9.015000343322754, 8.875, 8.760000228881836, 8.734999656677246, 8.770000457763672, 8.5, 8.595000267028809, 8.585000038146973, 8.59000015258789, 8.4350004196167, 8.4350004196167, 8.664999961853027, 8.649999618530273, 8.5, 8.574999809265137, 8.5649995803833, 8.585000038146973, 8.53499984741211, 8.545000076293945, 8.59000015258789, 8.550000190734863, 8.574999809265137, 8.449999809265137, 8.545000076293945, 8.550000190734863, 8.649999618530273, 9.074999809265137, 9.675000190734863, 9.475000381469727, 9.4350004196167, 9.359999656677246, 9.425000190734863, 9.4350004196167, 9.765000343322754, 9.899999618530273, 10.430000305175781, 10.15999984741211, 10.550000190734863, 10.680000305175781, 10.739999771118164, 10.460000038146973, 10.550000190734863, 10.420000076293945, 10.359999656677246, 10.65999984741211, 11.0600004196167, 10.979999542236328, 10.640000343322754, 10.720000267028809, 10.5, 10.729999542236328, 10.710000038146973, 10.619999885559082, 10.6899995803833, 10.710000038146973, 10.729999542236328, 11.0, 11.100000381469727, 11.020000457763672, 10.979999542236328, 11.050000190734863, 10.9399995803833, 10.949999809265137, 11.050000190734863, 11.079999923706055, 11.029999732971191, 11.0, 11.029999732971191, 10.949999809265137, 10.920000076293945, 10.859999656677246, 11.039999961853027, 11.0600004196167, 11.010000228881836, 11.010000228881836, 11.029999732971191, 11.020000457763672, 10.970000267028809, 10.949999809265137, 10.90999984741211, 10.880000114440918, 10.760000228881836, 10.84000015258789, 10.800000190734863, 10.789999961853027, 10.90999984741211, 10.850000381469727, 10.859999656677246, 10.869999885559082, 11.050000190734863, 11.779999732971191, 12.029999732971191, 11.569999694824219, 11.789999961853027, 12.010000228881836, 11.970000267028809, 12.119999885559082, 12.170000076293945, 12.210000038146973, 12.100000381469727, 12.039999961853027, 12.100000381469727, 12.069999694824219, 12.359999656677246, 12.970000267028809, 12.949999809265137, 13.170000076293945, 13.350000381469727, 13.300000190734863, 13.670000076293945, 13.489999771118164, 13.420000076293945, 13.140000343322754, 13.300000190734863, 13.3100004196167, 13.140000343322754, 13.4399995803833, 13.380000114440918, 13.350000381469727, 13.25, 13.350000381469727, 13.359999656677246, 13.5, 13.5, 13.5, 13.369999885559082, 13.479999542236328, 13.460000038146973, 13.430000305175781, 13.59000015258789, 13.59000015258789, 13.800000190734863, 13.760000228881836, 13.720000267028809, 13.430000305175781, 13.220000267028809, 13.329999923706055, 13.25, 13.029999732971191, 12.239999771118164, 12.5600004196167, 12.569999694824219, 13.199999809265137, 13.1899995803833, 13.390000343322754, 13.380000114440918, 13.359999656677246, 13.170000076293945, 12.399999618530273, 13.149999618530273, 13.270000457763672, 13.329999923706055, 13.550000190734863, 13.859999656677246, 14.210000038146973, 14.430000305175781, 14.430000305175781, 14.510000228881836, 14.930000305175781, 15.5, 15.9399995803833, 15.829999923706055, 16.149999618530273, 16.260000228881836, 16.440000534057617, 16.969999313354492, 16.719999313354492, 17.0, 17.899999618530273, 19.649999618530273, 19.610000610351562, 19.8799991607666, 19.68000030517578, 20.020000457763672, 21.149999618530273, 22.799999237060547, 18.950000762939453, 15.199999809265137, 17.059999465942383, 16.450000762939453, 16.690000534057617, 16.549999237060547, 15.949999809265137, 16.190000534057617, 16.1200008392334, 14.989999771118164, 15.069999694824219, 17.020000457763672, 16.600000381469727, 16.459999084472656, 16.100000381469727, 15.819999694824219, 15.960000038146973, 17.010000228881836, 16.649999618530273, 16.399999618530273, 16.229999542236328, 16.360000610351562, 16.579999923706055, 16.389999389648438, 16.229999542236328, 16.280000686645508, 16.190000534057617, 16.219999313354492, 16.280000686645508, 14.739999771118164, 15.329999923706055, 15.3100004196167, 15.899999618530273, 16.43000030517578, 16.479999542236328, 16.0, 16.18000030517578, 16.3700008392334, 16.239999771118164, 16.0, 15.90999984741211, 16.100000381469727, 15.9399995803833, 15.619999885559082, 16.149999618530273, 16.0, 16.049999237060547, 15.899999618530273, 16.030000686645508, 15.949999809265137, 17.350000381469727, 16.540000915527344, 16.34000015258789, 16.25, 16.649999618530273, 16.799999237060547, 16.739999771118164, 16.43000030517578, 15.850000381469727, 15.949999809265137, 15.970000267028809, 15.350000381469727, 15.670000076293945, 15.600000381469727, 15.399999618530273, 16.350000381469727, 16.049999237060547, 16.18000030517578, 16.270000457763672, 16.1200008392334, 16.1200008392334, 16.149999618530273, 16.1299991607666, 15.75, 15.760000228881836, 15.579999923706055, 15.3100004196167, 15.220000267028809, 15.430000305175781, 15.210000038146973, 15.1899995803833, 15.199999809265137, 15.270000457763672, 15.5, 15.779999732971191, 15.579999923706055, 15.470000267028809, 15.390000343322754, 15.34000015258789, 15.369999885559082, 15.489999771118164, 15.149999618530273, 15.619999885559082, 15.529999732971191, 15.3100004196167, 15.390000343322754, 15.399999618530273, 15.569999694824219, 15.3100004196167, 15.15999984741211, 14.5600004196167, 14.260000228881836, 14.390000343322754, 13.869999885559082, 13.600000381469727, 13.329999923706055, 13.40999984741211, 13.289999961853027, 13.670000076293945, 13.199999809265137, 13.550000190734863, 13.399999618530273, 13.3100004196167, 13.329999923706055, 13.0600004196167, 12.699999809265137, 12.550000190734863, 13.40999984741211, 12.59000015258789, 12.600000381469727, 12.739999771118164, 12.390000343322754, 12.34000015258789, 12.1899995803833, 11.489999771118164, 11.760000228881836, 11.710000038146973, 11.569999694824219, 11.65999984741211, 11.720000267028809, 11.850000381469727, 12.25, 12.100000381469727, 11.920000076293945, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 11.84000015258789, 10.460000038146973, 10.819999694824219, 10.720000267028809, 10.770000457763672, 10.609999656677246, 10.489999771118164, 10.25, 10.25, 9.710000038146973, 10.100000381469727, 10.460000038146973, 10.670000076293945, 11.100000381469727, 10.710000038146973, 11.079999923706055, 11.350000381469727, 11.619999885559082, 11.5, 11.920000076293945, 11.970000267028809, 12.100000381469727, 12.829999923706055, 13.479999542236328, 13.5, 13.699999809265137, 12.670000076293945, 13.15999984741211, 13.1899995803833, 13.40999984741211, 14.510000228881836, 14.390000343322754, 14.170000076293945, 14.149999618530273, 14.510000228881836, 13.859999656677246, 14.270000457763672, 13.640000343322754, 13.460000038146973, 13.699999809265137, 13.619999885559082, 13.210000038146973, 13.039999961853027, 13.59000015258789, 13.289999961853027, 13.4399995803833, 13.239999771118164, 13.300000190734863, 13.199999809265137, 13.039999961853027, 14.5, 13.239999771118164, 12.880000114440918, 12.550000190734863, 12.59000015258789, 12.59000015258789, 12.59000015258789, 12.59000015258789, 12.880000114440918, 12.729999542236328, 13.239999771118164, 13.050000190734863, 13.020000457763672, 12.859999656677246, 13.300000190734863, 13.050000190734863, 13.100000381469727, 13.09000015258789, 13.079999923706055, 12.960000038146973, 13.119999885559082, 12.960000038146973, 13.149999618530273, 13.15999984741211, 13.239999771118164, 13.550000190734863, 13.5, 13.25, 13.430000305175781, 13.699999809265137, 13.859999656677246, 13.6899995803833, 13.899999618530273, 13.829999923706055, 13.819999694824219, 13.739999771118164, 13.569999694824219, 12.859999656677246, 13.510000228881836, 13.5, 13.5, 13.0, 13.260000228881836, 13.710000038146973, 14.15999984741211, 13.989999771118164, 13.65999984741211, 13.75, 13.5, 12.930000305175781, 12.960000038146973, 12.489999771118164, 12.859999656677246, 12.4399995803833, 12.479999542236328, 12.65999984741211, 12.649999618530273, 13.15999984741211, 13.619999885559082, 13.699999809265137, 13.510000228881836, 13.84000015258789, 13.640000343322754, 13.850000381469727, 13.65999984741211, 13.75, 13.829999923706055, 13.979999542236328, 13.619999885559082, 13.470000267028809, 13.050000190734863, 13.279999732971191, 13.100000381469727, 13.15999984741211, 13.1899995803833, 13.300000190734863, 13.680000305175781, 13.649999618530273, 13.5, 13.149999618530273, 13.020000457763672, 13.199999809265137, 13.25, 13.199999809265137, 13.020000457763672, 12.930000305175781, 12.4399995803833, 12.390000343322754, 11.970000267028809, 11.649999618530273, 11.819999694824219, 11.890000343322754, 11.779999732971191, 12.180000305175781, 12.050000190734863, 12.029999732971191, 12.149999618530273, 12.119999885559082, 12.010000228881836, 12.079999923706055, 12.050000190734863, 11.699999809265137, 11.40999984741211, 11.5600004196167, 11.5, 11.5, 11.470000267028809, 11.829999923706055, 11.5, 11.6899995803833, 11.699999809265137, 11.890000343322754, 11.84000015258789, 12.140000343322754, 12.109999656677246, 12.1899995803833, 12.449999809265137, 12.640000343322754, 12.569999694824219, 12.539999961853027, 12.829999923706055, 13.260000228881836, 12.84000015258789, 12.430000305175781, 12.220000267028809, 12.010000228881836, 11.920000076293945, 11.859999656677246, 11.9399995803833, 12.279999732971191, 11.859999656677246, 11.65999984741211, 11.979999542236328, 12.1899995803833, 12.260000228881836, 12.180000305175781, 12.279999732971191, 12.619999885559082, 12.899999618530273, 12.550000190734863, 12.600000381469727, 12.3100004196167, 12.279999732971191, 11.960000038146973, 12.010000228881836, 12.149999618530273, 11.970000267028809, 11.539999961853027, 11.420000076293945, 11.220000267028809, 11.600000381469727, 11.329999923706055, 11.550000190734863, 11.680000305175781, 11.729999542236328, 11.75, 11.550000190734863, 11.449999809265137, 11.149999618530273, 11.210000038146973, 10.979999542236328, 10.0600004196167, 10.289999961853027, 10.649999618530273, 10.489999771118164, 10.430000305175781, 10.40999984741211, 10.789999961853027, 10.920000076293945, 10.800000190734863, 10.779999732971191, 10.600000381469727, 10.539999961853027, 10.449999809265137, 10.5600004196167, 10.699999809265137, 10.670000076293945, 10.630000114440918, 10.550000190734863, 10.529999732971191, 10.5, 10.720000267028809, 10.550000190734863, 10.649999618530273, 10.420000076293945, 10.25, 10.4399995803833, 10.0600004196167, 10.0, 9.800000190734863, 10.119999885559082, 9.75, 9.5, 9.260000228881836, 8.875, 9.095000267028809, 8.899999618530273, 8.824999809265137, 9.4350004196167, 8.920000076293945, 8.78499984741211, 8.255000114440918, 8.40999984741211, 8.625, 8.5649995803833, 8.6850004196167, 8.774999618530273, 9.095000267028809, 9.135000228881836, 9.069999694824219, 9.069999694824219, 9.069999694824219, 9.095000267028809, 9.324999809265137, 9.545000076293945, 9.220000267028809, 9.170000076293945, 9.010000228881836, 8.8149995803833, 9.020000457763672, 9.119999885559082, 9.024999618530273, 9.039999961853027, 9.149999618530273, 9.020000457763672, 9.010000228881836, 8.895000457763672, 9.024999618530273, 9.5600004196167, 9.430000305175781, 9.46500015258789, 9.25, 9.119999885559082, 8.970000267028809, 8.96500015258789, 8.545000076293945, 8.630000114440918, 8.670000076293945, 8.350000381469727, 8.395000457763672, 8.569999694824219, 8.925000190734863, 9.34000015258789, 9.095000267028809, 9.020000457763672, 9.164999961853027, 9.279999732971191, 9.125, 9.489999771118164, 9.9350004196167, 9.699999809265137, 9.404999732971191, 9.78499984741211, 9.454999923706055, 9.335000038146973, 9.25, 8.824999809265137, 8.625, 8.614999771118164, 8.614999771118164, 8.614999771118164, 8.574999809265137, 8.585000038146973, 8.524999618530273, 8.5600004196167, 8.930000305175781, 9.024999618530273, 8.779999732971191, 8.699999809265137, 8.989999771118164, 9.119999885559082, 8.914999961853027, 9.119999885559082, 9.135000228881836, 9.399999618530273, 9.414999961853027, 9.654999732971191, 9.569999694824219, 9.670000076293945, 9.670000076293945, 10.0, 10.170000076293945, 9.960000038146973, 9.925000190734863, 10.100000381469727, 9.779999732971191, 9.675000190734863, 9.475000381469727, 9.40999984741211, 9.609999656677246, 9.395000457763672, 9.475000381469727, 9.359999656677246, 9.869999885559082, 10.069999694824219, 9.75, 9.6899995803833, 9.550000190734863, 9.550000190734863, 9.425000190734863, 9.364999771118164, 9.140000343322754, 9.050000190734863, 9.0649995803833, 8.699999809265137, 8.539999961853027, 8.4399995803833, 8.949999809265137, 8.9350004196167, 8.819999694824219, 8.925000190734863, 9.180000305175781, 9.09000015258789, 9.359999656677246, 9.175000190734863, 9.199999809265137, 9.199999809265137, 9.260000228881836, 9.4399995803833, 9.4350004196167, 9.375, 9.479999542236328, 9.399999618530273, 9.414999961853027, 9.53499984741211, 9.505000114440918, 9.579999923706055, 9.604999542236328, 9.670000076293945, 9.710000038146973, 9.710000038146973, 9.680000305175781, 9.6899995803833, 9.395000457763672, 9.40999984741211, 9.345000267028809, 9.414999961853027, 9.395000457763672, 9.369999885559082, 9.470000267028809, 9.520000457763672, 9.899999618530273, 9.694999694824219, 9.760000228881836, 9.6850004196167, 9.609999656677246, 9.845000267028809, 9.789999961853027, 9.819999694824219, 9.635000228881836, 9.635000228881836, 9.625, 9.600000381469727, 9.699999809265137, 9.819999694824219, 9.869999885559082, 9.859999656677246, 9.869999885559082, 10.270000457763672, 10.649999618530273, 10.699999809265137, 10.880000114440918, 11.170000076293945, 11.0600004196167, 11.34000015258789, 11.479999542236328, 11.470000267028809, 11.470000267028809, 11.609999656677246, 11.520000457763672, 11.489999771118164, 11.5, 11.489999771118164, 11.600000381469727, 11.479999542236328, 11.5, 11.329999923706055, 11.819999694824219, 11.649999618530273, 11.619999885559082, 11.859999656677246, 11.75, 11.859999656677246, 12.3100004196167, 12.319999694824219, 12.25, 12.25, 12.1899995803833, 12.859999656677246, 14.010000228881836, 14.140000343322754, 14.720000267028809, 14.4399995803833, 14.6899995803833, 14.9399995803833, 14.140000343322754, 14.149999618530273, 14.479999542236328, 15.3100004196167, 14.149999618530273, 12.5, 14.239999771118164, 14.40999984741211, 15.199999809265137, 15.239999771118164, 15.119999885559082, 14.600000381469727, 14.279999732971191, 13.029999732971191, 12.600000381469727, 12.260000228881836, 12.0, 11.5, 10.600000381469727, 10.75, 10.859999656677246, 10.300000190734863, 10.829999923706055, 11.5600004196167, 11.710000038146973, 12.130000114440918, 11.5, 11.880000114440918, 11.510000228881836, 11.550000190734863, 11.59000015258789, 11.859999656677246, 11.989999771118164, 12.239999771118164, 12.619999885559082, 12.59000015258789, 12.449999809265137, 12.600000381469727, 13.720000267028809, 13.399999618530273, 13.600000381469727, 13.670000076293945, 13.609999656677246, 13.59000015258789, 13.380000114440918, 13.5600004196167, 13.770000457763672, 13.75, 13.770000457763672, 13.350000381469727, 13.319999694824219, 13.579999923706055, 13.390000343322754, 13.510000228881836, 13.350000381469727, 13.420000076293945, 13.680000305175781, 14.3100004196167, 14.800000190734863, 14.600000381469727, 14.670000076293945, 14.84000015258789, 14.729999542236328, 14.84000015258789, 15.130000114440918, 15.050000190734863, 15.239999771118164, 16.110000610351562, 16.270000457763672, 15.880000114440918, 15.949999809265137, 15.970000267028809, 15.859999656677246, 15.850000381469727, 15.949999809265137, 16.0, 16.0, 16.149999618530273, 16.31999969482422, 15.970000267028809, 16.40999984741211, 16.450000762939453, 16.219999313354492, 16.079999923706055, 15.75, 15.829999923706055, 15.739999771118164, 16.149999618530273, 16.3799991607666, 16.479999542236328, 16.459999084472656, 16.299999237060547, 16.270000457763672, 16.299999237060547, 16.239999771118164, 15.90999984741211, 15.979999542236328, 16.1299991607666, 16.170000076293945, 16.5, 16.229999542236328, 16.690000534057617, 16.290000915527344, 16.93000030517578, 17.469999313354492, 17.6200008392334, 18.920000076293945, 18.299999237060547, 17.700000762939453, 18.0, 17.3799991607666, 16.84000015258789, 15.199999809265137, 16.790000915527344, 18.110000610351562, 18.149999618530273, 17.770000457763672, 17.5, 17.290000915527344, 17.850000381469727, 17.899999618530273, 17.899999618530273, 17.719999313354492, 17.360000610351562, 17.299999237060547, 16.8799991607666, 17.049999237060547, 16.940000534057617, 16.75, 16.25, 16.81999969482422, 16.6200008392334, 16.93000030517578, 16.899999618530273, 16.959999084472656, 16.65999984741211, 16.600000381469727, 16.709999084472656, 16.68000030517578, 16.770000457763672, 16.760000228881836, 16.579999923706055, 16.56999969482422, 16.219999313354492, 16.3700008392334, 16.270000457763672, 17.100000381469727, 17.239999771118164, 17.489999771118164, 18.459999084472656, 19.31999969482422, 18.450000762939453, 18.530000686645508, 18.760000228881836, 18.450000762939453, 18.6200008392334, 18.139999389648438, 18.15999984741211, 18.100000381469727, 18.06999969482422, 18.09000015258789, 18.200000762939453, 18.09000015258789, 18.1200008392334, 18.25, 18.09000015258789, 18.34000015258789, 17.950000762939453], \"type\": \"candlestick\", \"x\": [\"2017-01-02T00:00:00\", \"2017-01-03T00:00:00\", \"2017-01-04T00:00:00\", \"2017-01-05T00:00:00\", \"2017-01-06T00:00:00\", \"2017-01-09T00:00:00\", \"2017-01-10T00:00:00\", \"2017-01-11T00:00:00\", \"2017-01-12T00:00:00\", \"2017-01-13T00:00:00\", \"2017-01-16T00:00:00\", \"2017-01-17T00:00:00\", \"2017-01-18T00:00:00\", \"2017-01-19T00:00:00\", \"2017-01-20T00:00:00\", \"2017-01-23T00:00:00\", \"2017-01-24T00:00:00\", \"2017-01-25T00:00:00\", \"2017-01-26T00:00:00\", \"2017-01-27T00:00:00\", \"2017-01-30T00:00:00\", \"2017-01-31T00:00:00\", \"2017-02-01T00:00:00\", \"2017-02-02T00:00:00\", \"2017-02-03T00:00:00\", \"2017-02-06T00:00:00\", \"2017-02-07T00:00:00\", \"2017-02-08T00:00:00\", \"2017-02-09T00:00:00\", \"2017-02-10T00:00:00\", \"2017-02-13T00:00:00\", \"2017-02-14T00:00:00\", \"2017-02-15T00:00:00\", \"2017-02-16T00:00:00\", \"2017-02-17T00:00:00\", \"2017-02-20T00:00:00\", \"2017-02-21T00:00:00\", \"2017-02-22T00:00:00\", \"2017-02-23T00:00:00\", \"2017-02-24T00:00:00\", \"2017-02-27T00:00:00\", \"2017-02-28T00:00:00\", \"2017-03-01T00:00:00\", \"2017-03-02T00:00:00\", \"2017-03-03T00:00:00\", \"2017-03-06T00:00:00\", \"2017-03-07T00:00:00\", \"2017-03-08T00:00:00\", \"2017-03-09T00:00:00\", \"2017-03-10T00:00:00\", \"2017-03-13T00:00:00\", \"2017-03-14T00:00:00\", \"2017-03-15T00:00:00\", \"2017-03-16T00:00:00\", \"2017-03-17T00:00:00\", \"2017-03-20T00:00:00\", \"2017-03-21T00:00:00\", \"2017-03-22T00:00:00\", \"2017-03-23T00:00:00\", \"2017-03-24T00:00:00\", \"2017-03-27T00:00:00\", \"2017-03-28T00:00:00\", \"2017-03-29T00:00:00\", \"2017-03-30T00:00:00\", \"2017-03-31T00:00:00\", \"2017-04-03T00:00:00\", \"2017-04-04T00:00:00\", \"2017-04-05T00:00:00\", \"2017-04-06T00:00:00\", \"2017-04-07T00:00:00\", \"2017-04-10T00:00:00\", \"2017-04-11T00:00:00\", \"2017-04-12T00:00:00\", \"2017-04-13T00:00:00\", \"2017-04-14T00:00:00\", \"2017-04-17T00:00:00\", \"2017-04-18T00:00:00\", \"2017-04-19T00:00:00\", \"2017-04-20T00:00:00\", \"2017-04-21T00:00:00\", \"2017-04-24T00:00:00\", \"2017-04-25T00:00:00\", \"2017-04-26T00:00:00\", \"2017-04-27T00:00:00\", \"2017-04-28T00:00:00\", \"2017-05-01T00:00:00\", \"2017-05-02T00:00:00\", \"2017-05-03T00:00:00\", \"2017-05-04T00:00:00\", \"2017-05-05T00:00:00\", \"2017-05-08T00:00:00\", \"2017-05-09T00:00:00\", \"2017-05-10T00:00:00\", \"2017-05-11T00:00:00\", \"2017-05-12T00:00:00\", \"2017-05-15T00:00:00\", \"2017-05-16T00:00:00\", \"2017-05-17T00:00:00\", \"2017-05-18T00:00:00\", \"2017-05-19T00:00:00\", \"2017-05-22T00:00:00\", \"2017-05-23T00:00:00\", \"2017-05-24T00:00:00\", \"2017-05-25T00:00:00\", \"2017-05-26T00:00:00\", \"2017-05-29T00:00:00\", \"2017-05-30T00:00:00\", \"2017-05-31T00:00:00\", \"2017-06-01T00:00:00\", \"2017-06-02T00:00:00\", \"2017-06-05T00:00:00\", \"2017-06-06T00:00:00\", \"2017-06-07T00:00:00\", \"2017-06-08T00:00:00\", \"2017-06-09T00:00:00\", \"2017-06-12T00:00:00\", \"2017-06-13T00:00:00\", \"2017-06-14T00:00:00\", \"2017-06-15T00:00:00\", \"2017-06-16T00:00:00\", \"2017-06-19T00:00:00\", \"2017-06-20T00:00:00\", \"2017-06-21T00:00:00\", \"2017-06-22T00:00:00\", \"2017-06-23T00:00:00\", \"2017-06-26T00:00:00\", \"2017-06-27T00:00:00\", \"2017-06-28T00:00:00\", \"2017-06-29T00:00:00\", \"2017-06-30T00:00:00\", \"2017-07-03T00:00:00\", \"2017-07-04T00:00:00\", \"2017-07-05T00:00:00\", \"2017-07-06T00:00:00\", \"2017-07-07T00:00:00\", \"2017-07-10T00:00:00\", \"2017-07-11T00:00:00\", \"2017-07-12T00:00:00\", \"2017-07-13T00:00:00\", \"2017-07-14T00:00:00\", \"2017-07-17T00:00:00\", \"2017-07-18T00:00:00\", \"2017-07-19T00:00:00\", \"2017-07-20T00:00:00\", \"2017-07-21T00:00:00\", \"2017-07-24T00:00:00\", \"2017-07-25T00:00:00\", \"2017-07-26T00:00:00\", \"2017-07-27T00:00:00\", \"2017-07-28T00:00:00\", \"2017-07-31T00:00:00\", \"2017-08-01T00:00:00\", \"2017-08-02T00:00:00\", \"2017-08-03T00:00:00\", \"2017-08-04T00:00:00\", \"2017-08-07T00:00:00\", \"2017-08-08T00:00:00\", \"2017-08-09T00:00:00\", \"2017-08-10T00:00:00\", \"2017-08-11T00:00:00\", \"2017-08-14T00:00:00\", \"2017-08-15T00:00:00\", \"2017-08-16T00:00:00\", \"2017-08-17T00:00:00\", \"2017-08-18T00:00:00\", \"2017-08-21T00:00:00\", \"2017-08-22T00:00:00\", \"2017-08-23T00:00:00\", \"2017-08-24T00:00:00\", \"2017-08-25T00:00:00\", \"2017-08-28T00:00:00\", \"2017-08-29T00:00:00\", \"2017-08-30T00:00:00\", \"2017-08-31T00:00:00\", \"2017-09-01T00:00:00\", \"2017-09-04T00:00:00\", \"2017-09-05T00:00:00\", \"2017-09-06T00:00:00\", \"2017-09-07T00:00:00\", \"2017-09-08T00:00:00\", \"2017-09-11T00:00:00\", \"2017-09-12T00:00:00\", \"2017-09-13T00:00:00\", \"2017-09-14T00:00:00\", \"2017-09-15T00:00:00\", \"2017-09-18T00:00:00\", \"2017-09-19T00:00:00\", \"2017-09-20T00:00:00\", \"2017-09-21T00:00:00\", \"2017-09-22T00:00:00\", \"2017-09-25T00:00:00\", \"2017-09-26T00:00:00\", \"2017-09-27T00:00:00\", \"2017-09-28T00:00:00\", \"2017-09-29T00:00:00\", \"2017-10-02T00:00:00\", \"2017-10-03T00:00:00\", \"2017-10-04T00:00:00\", \"2017-10-05T00:00:00\", \"2017-10-06T00:00:00\", \"2017-10-09T00:00:00\", \"2017-10-10T00:00:00\", \"2017-10-11T00:00:00\", \"2017-10-12T00:00:00\", \"2017-10-13T00:00:00\", \"2017-10-16T00:00:00\", \"2017-10-17T00:00:00\", \"2017-10-18T00:00:00\", \"2017-10-19T00:00:00\", \"2017-10-20T00:00:00\", \"2017-10-23T00:00:00\", \"2017-10-24T00:00:00\", \"2017-10-25T00:00:00\", \"2017-10-26T00:00:00\", \"2017-10-27T00:00:00\", \"2017-10-30T00:00:00\", \"2017-10-31T00:00:00\", \"2017-11-01T00:00:00\", \"2017-11-02T00:00:00\", \"2017-11-03T00:00:00\", \"2017-11-06T00:00:00\", \"2017-11-07T00:00:00\", \"2017-11-08T00:00:00\", \"2017-11-09T00:00:00\", \"2017-11-10T00:00:00\", \"2017-11-13T00:00:00\", \"2017-11-14T00:00:00\", \"2017-11-15T00:00:00\", \"2017-11-16T00:00:00\", \"2017-11-17T00:00:00\", \"2017-11-20T00:00:00\", \"2017-11-21T00:00:00\", \"2017-11-22T00:00:00\", \"2017-11-23T00:00:00\", \"2017-11-24T00:00:00\", \"2017-11-27T00:00:00\", \"2017-11-28T00:00:00\", \"2017-11-29T00:00:00\", \"2017-11-30T00:00:00\", \"2017-12-01T00:00:00\", \"2017-12-04T00:00:00\", \"2017-12-05T00:00:00\", \"2017-12-06T00:00:00\", \"2017-12-07T00:00:00\", \"2017-12-08T00:00:00\", \"2017-12-11T00:00:00\", \"2017-12-12T00:00:00\", \"2017-12-13T00:00:00\", \"2017-12-14T00:00:00\", \"2017-12-15T00:00:00\", \"2017-12-18T00:00:00\", \"2017-12-19T00:00:00\", \"2017-12-20T00:00:00\", \"2017-12-21T00:00:00\", \"2017-12-22T00:00:00\", \"2017-12-25T00:00:00\", \"2017-12-26T00:00:00\", \"2017-12-27T00:00:00\", \"2017-12-28T00:00:00\", \"2017-12-29T00:00:00\", \"2018-01-01T00:00:00\", \"2018-01-02T00:00:00\", \"2018-01-03T00:00:00\", \"2018-01-04T00:00:00\", \"2018-01-05T00:00:00\", \"2018-01-08T00:00:00\", \"2018-01-09T00:00:00\", \"2018-01-10T00:00:00\", \"2018-01-11T00:00:00\", \"2018-01-12T00:00:00\", \"2018-01-15T00:00:00\", \"2018-01-16T00:00:00\", \"2018-01-17T00:00:00\", \"2018-01-18T00:00:00\", \"2018-01-19T00:00:00\", \"2018-01-22T00:00:00\", \"2018-01-23T00:00:00\", \"2018-01-24T00:00:00\", \"2018-01-25T00:00:00\", \"2018-01-26T00:00:00\", \"2018-01-29T00:00:00\", \"2018-01-30T00:00:00\", \"2018-01-31T00:00:00\", \"2018-02-01T00:00:00\", \"2018-02-02T00:00:00\", \"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\", \"2018-02-19T00:00:00\", \"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\", \"2018-03-30T00:00:00\", \"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\", \"2018-05-28T00:00:00\", \"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\", \"2018-07-04T00:00:00\", \"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\", \"2018-09-03T00:00:00\", \"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\", \"2018-11-22T00:00:00\", \"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\", \"2018-12-05T00:00:00\", \"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\", \"2018-12-25T00:00:00\", \"2018-12-26T00:00:00\", \"2018-12-27T00:00:00\", \"2018-12-28T00:00:00\", \"2018-12-31T00:00:00\", \"2019-01-01T00:00:00\", \"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\", \"2019-01-21T00:00:00\", \"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\", \"2019-02-18T00:00:00\", \"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\", \"2019-04-19T00:00:00\", \"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\", \"2019-05-27T00:00:00\", \"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\", \"2019-07-04T00:00:00\", \"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\", \"2019-09-02T00:00:00\", \"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\", \"2019-10-30T00:00:00\", \"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\", \"2019-11-28T00:00:00\", \"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\", \"2019-12-25T00:00:00\", \"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\", \"2020-01-20T00:00:00\", \"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\", \"2020-02-17T00:00:00\", \"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\", \"2020-04-10T00:00:00\", \"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\", \"2020-04-24T00:00:00\", \"2020-04-27T00:00:00\", \"2020-04-28T00:00:00\", \"2020-04-29T00:00:00\", \"2020-04-30T00:00:00\", \"2020-05-04T00:00:00\", \"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\", \"2020-05-20T00:00:00\", \"2020-05-21T00:00:00\", \"2020-05-22T00:00:00\", \"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\", \"2020-07-03T00:00:00\", \"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\", \"2020-07-16T00:00:00\", \"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\", \"2020-08-04T00:00:00\", \"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\", \"2020-09-07T00:00:00\", \"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\", \"2020-09-21T00:00:00\", \"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\"]}],\n",
       "                        {\"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"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\": [[0.0, \"#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\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"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\"}], \"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\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"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\"}], \"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\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"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\": [[0.0, \"#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}, \"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}}}},\n",
       "                        {\"responsive\": true}\n",
       "                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('5386c608-cf76-4d10-829f-35deef3b4201');\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",
       "                        })\n",
       "                };\n",
       "                });\n",
       "            </script>\n",
       "        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# EN - A candlestick is a type of price chart used in technical analysis. It shows us the prices of open, high, low and close.\n",
    "# TR - Şamdan grafiği, teknik analiz yöntemleri için kullanılan bir fiyat çizelgesidir. Bize açılış, günün en yüksek fiyatı, en düşük fiyatı ve kapanuş fiyatını verir.\n",
    "\n",
    "fig = go.Figure(data = [go.Candlestick(x = asels_df.index,\n",
    "                                       open = asels_df[\"Open\"],\n",
    "                                       high = asels_df[\"High\"],\n",
    "                                       low = asels_df[\"Low\"],\n",
    "                                       close = asels_df[\"Close\"]\n",
    "                                       )]    )\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "scrolled": true
   },
   "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>count</th>\n",
       "      <th>mean</th>\n",
       "      <th>std</th>\n",
       "      <th>min</th>\n",
       "      <th>25%</th>\n",
       "      <th>50%</th>\n",
       "      <th>75%</th>\n",
       "      <th>max</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>Open</td>\n",
       "      <td>985.0</td>\n",
       "      <td>1.239328e+01</td>\n",
       "      <td>2.958003e+00</td>\n",
       "      <td>6.040000</td>\n",
       "      <td>9.870000e+00</td>\n",
       "      <td>1.222000e+01</td>\n",
       "      <td>1.439000e+01</td>\n",
       "      <td>2.280000e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>High</td>\n",
       "      <td>985.0</td>\n",
       "      <td>1.258008e+01</td>\n",
       "      <td>3.030752e+00</td>\n",
       "      <td>6.125000</td>\n",
       "      <td>1.008000e+01</td>\n",
       "      <td>1.238000e+01</td>\n",
       "      <td>1.457000e+01</td>\n",
       "      <td>2.363000e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Low</td>\n",
       "      <td>985.0</td>\n",
       "      <td>1.220687e+01</td>\n",
       "      <td>2.887525e+00</td>\n",
       "      <td>6.025000</td>\n",
       "      <td>9.765000e+00</td>\n",
       "      <td>1.207000e+01</td>\n",
       "      <td>1.406000e+01</td>\n",
       "      <td>2.115000e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Close</td>\n",
       "      <td>985.0</td>\n",
       "      <td>1.237790e+01</td>\n",
       "      <td>2.950419e+00</td>\n",
       "      <td>6.025000</td>\n",
       "      <td>9.855000e+00</td>\n",
       "      <td>1.220000e+01</td>\n",
       "      <td>1.435000e+01</td>\n",
       "      <td>2.263000e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Adj Close</td>\n",
       "      <td>985.0</td>\n",
       "      <td>1.220621e+01</td>\n",
       "      <td>2.940637e+00</td>\n",
       "      <td>5.853282</td>\n",
       "      <td>9.797811e+00</td>\n",
       "      <td>1.203451e+01</td>\n",
       "      <td>1.409001e+01</td>\n",
       "      <td>2.218854e+01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>Volume</td>\n",
       "      <td>985.0</td>\n",
       "      <td>3.348263e+07</td>\n",
       "      <td>3.147430e+07</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.197831e+07</td>\n",
       "      <td>2.530822e+07</td>\n",
       "      <td>4.518950e+07</td>\n",
       "      <td>2.953460e+08</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           count          mean           std       min           25%  \\\n",
       "Open       985.0  1.239328e+01  2.958003e+00  6.040000  9.870000e+00   \n",
       "High       985.0  1.258008e+01  3.030752e+00  6.125000  1.008000e+01   \n",
       "Low        985.0  1.220687e+01  2.887525e+00  6.025000  9.765000e+00   \n",
       "Close      985.0  1.237790e+01  2.950419e+00  6.025000  9.855000e+00   \n",
       "Adj Close  985.0  1.220621e+01  2.940637e+00  5.853282  9.797811e+00   \n",
       "Volume     985.0  3.348263e+07  3.147430e+07  0.000000  1.197831e+07   \n",
       "\n",
       "                    50%           75%           max  \n",
       "Open       1.222000e+01  1.439000e+01  2.280000e+01  \n",
       "High       1.238000e+01  1.457000e+01  2.363000e+01  \n",
       "Low        1.207000e+01  1.406000e+01  2.115000e+01  \n",
       "Close      1.220000e+01  1.435000e+01  2.263000e+01  \n",
       "Adj Close  1.203451e+01  1.409001e+01  2.218854e+01  \n",
       "Volume     2.530822e+07  4.518950e+07  2.953460e+08  "
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# EN - Given statistical information about data\n",
    "# TR - Veri seti hakkında istatistiksel bilgileri verir.\n",
    "asels_df.describe().T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\tnr_s\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:7: UserWarning:\n",
      "\n",
      "Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Time Series Decomposition (Zaman Serisi Ayrışımı)\n",
    "# EN - People are buying or selling stocks on a trending or seasonal basis. We can understand this from the visual that has become a pattern.\n",
    "# TR - İnsanlar, trend durumuna ya da sezon olarak al sat işlemlerini yapmaktadır. Bunu bir örüntü haline gelen görselden anlayabiliriz.\n",
    "\n",
    "asels_close = asels_df[\"Close\"]\n",
    "decomp = decompose(asels_close.values)\n",
    "decomp.plot().show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Date\n",
       "2017-01-02     6.120000\n",
       "2017-01-03     6.025000\n",
       "2017-01-04     6.080000\n",
       "2017-01-05     6.135000\n",
       "2017-01-06     6.185000\n",
       "                ...    \n",
       "2020-10-20    18.190001\n",
       "2020-10-21    18.110001\n",
       "2020-10-22    18.280001\n",
       "2020-10-23    18.049999\n",
       "2020-10-26    17.750000\n",
       "Name: Close, Length: 985, dtype: float64"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# (len(asels_df)//2)\n",
    "# EN - you can use this method to seperate small part of data, If you work with bigger data\n",
    "# TR - Yukaridaki boyut azaltma işlemi, daha büyük hisse verisi üzerinde çalışacaksanız kullanmaya uygundur.\n",
    "close_asels = asels_df.iloc[:, 3 ]\n",
    "close_asels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "# EN - Here, we define the operation by specifying 5 ('short'), 14('mid') and 21('long') intervals with the 'window' method\n",
    "# TR - Burada 5 ('kısa'), 14('orta') ve 21('uzun') aralıklarını belirleyerek işlemleri 'window' metodu ile yapıyoruz\n",
    "\n",
    "rolling_asels5 = close_asels.rolling(window=5).mean()\n",
    "rolling_asels14 = close_asels.rolling(window = 14).mean()\n",
    "rolling_asels21 = close_asels.rolling(window = 21).mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "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>Close</th>\n",
       "      <th>short</th>\n",
       "      <th>mid</th>\n",
       "      <th>long</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>2017-01-30</td>\n",
       "      <td>6.790</td>\n",
       "      <td>6.691</td>\n",
       "      <td>6.755357</td>\n",
       "      <td>6.582857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-01-31</td>\n",
       "      <td>6.830</td>\n",
       "      <td>6.706</td>\n",
       "      <td>6.775000</td>\n",
       "      <td>6.616667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-01</td>\n",
       "      <td>6.840</td>\n",
       "      <td>6.768</td>\n",
       "      <td>6.793571</td>\n",
       "      <td>6.655476</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-02</td>\n",
       "      <td>6.810</td>\n",
       "      <td>6.786</td>\n",
       "      <td>6.809286</td>\n",
       "      <td>6.690238</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-03</td>\n",
       "      <td>6.825</td>\n",
       "      <td>6.819</td>\n",
       "      <td>6.807500</td>\n",
       "      <td>6.723095</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-06</td>\n",
       "      <td>7.010</td>\n",
       "      <td>6.863</td>\n",
       "      <td>6.804643</td>\n",
       "      <td>6.762381</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-07</td>\n",
       "      <td>7.000</td>\n",
       "      <td>6.897</td>\n",
       "      <td>6.808571</td>\n",
       "      <td>6.786429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-08</td>\n",
       "      <td>6.960</td>\n",
       "      <td>6.921</td>\n",
       "      <td>6.817143</td>\n",
       "      <td>6.802381</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-09</td>\n",
       "      <td>6.950</td>\n",
       "      <td>6.949</td>\n",
       "      <td>6.823571</td>\n",
       "      <td>6.821190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-10</td>\n",
       "      <td>6.970</td>\n",
       "      <td>6.978</td>\n",
       "      <td>6.832143</td>\n",
       "      <td>6.839762</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-13</td>\n",
       "      <td>6.965</td>\n",
       "      <td>6.969</td>\n",
       "      <td>6.847143</td>\n",
       "      <td>6.857619</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-14</td>\n",
       "      <td>6.890</td>\n",
       "      <td>6.947</td>\n",
       "      <td>6.872857</td>\n",
       "      <td>6.859524</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-15</td>\n",
       "      <td>6.735</td>\n",
       "      <td>6.902</td>\n",
       "      <td>6.873929</td>\n",
       "      <td>6.844524</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-16</td>\n",
       "      <td>6.675</td>\n",
       "      <td>6.847</td>\n",
       "      <td>6.875000</td>\n",
       "      <td>6.831667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-17</td>\n",
       "      <td>6.675</td>\n",
       "      <td>6.788</td>\n",
       "      <td>6.866786</td>\n",
       "      <td>6.823810</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-20</td>\n",
       "      <td>6.675</td>\n",
       "      <td>6.730</td>\n",
       "      <td>6.855714</td>\n",
       "      <td>6.815000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-21</td>\n",
       "      <td>6.960</td>\n",
       "      <td>6.744</td>\n",
       "      <td>6.864286</td>\n",
       "      <td>6.820238</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-22</td>\n",
       "      <td>6.945</td>\n",
       "      <td>6.786</td>\n",
       "      <td>6.873929</td>\n",
       "      <td>6.829286</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-23</td>\n",
       "      <td>7.100</td>\n",
       "      <td>6.871</td>\n",
       "      <td>6.893571</td>\n",
       "      <td>6.856429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-24</td>\n",
       "      <td>7.100</td>\n",
       "      <td>6.956</td>\n",
       "      <td>6.900000</td>\n",
       "      <td>6.874524</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-27</td>\n",
       "      <td>7.290</td>\n",
       "      <td>7.079</td>\n",
       "      <td>6.920714</td>\n",
       "      <td>6.904524</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-28</td>\n",
       "      <td>7.575</td>\n",
       "      <td>7.202</td>\n",
       "      <td>6.964643</td>\n",
       "      <td>6.941905</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-03-01</td>\n",
       "      <td>7.995</td>\n",
       "      <td>7.412</td>\n",
       "      <td>7.039286</td>\n",
       "      <td>6.997381</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-03-02</td>\n",
       "      <td>7.885</td>\n",
       "      <td>7.569</td>\n",
       "      <td>7.104643</td>\n",
       "      <td>7.047143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-03-03</td>\n",
       "      <td>7.890</td>\n",
       "      <td>7.727</td>\n",
       "      <td>7.170714</td>\n",
       "      <td>7.098571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-03-06</td>\n",
       "      <td>7.945</td>\n",
       "      <td>7.858</td>\n",
       "      <td>7.246071</td>\n",
       "      <td>7.151905</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-03-07</td>\n",
       "      <td>8.240</td>\n",
       "      <td>7.991</td>\n",
       "      <td>7.353571</td>\n",
       "      <td>7.210476</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-03-08</td>\n",
       "      <td>8.390</td>\n",
       "      <td>8.070</td>\n",
       "      <td>7.476071</td>\n",
       "      <td>7.276667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-03-09</td>\n",
       "      <td>8.275</td>\n",
       "      <td>8.148</td>\n",
       "      <td>7.590357</td>\n",
       "      <td>7.339286</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-03-10</td>\n",
       "      <td>8.410</td>\n",
       "      <td>8.252</td>\n",
       "      <td>7.714286</td>\n",
       "      <td>7.408810</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            Close  short       mid      long\n",
       "Date                                        \n",
       "2017-01-30  6.790  6.691  6.755357  6.582857\n",
       "2017-01-31  6.830  6.706  6.775000  6.616667\n",
       "2017-02-01  6.840  6.768  6.793571  6.655476\n",
       "2017-02-02  6.810  6.786  6.809286  6.690238\n",
       "2017-02-03  6.825  6.819  6.807500  6.723095\n",
       "2017-02-06  7.010  6.863  6.804643  6.762381\n",
       "2017-02-07  7.000  6.897  6.808571  6.786429\n",
       "2017-02-08  6.960  6.921  6.817143  6.802381\n",
       "2017-02-09  6.950  6.949  6.823571  6.821190\n",
       "2017-02-10  6.970  6.978  6.832143  6.839762\n",
       "2017-02-13  6.965  6.969  6.847143  6.857619\n",
       "2017-02-14  6.890  6.947  6.872857  6.859524\n",
       "2017-02-15  6.735  6.902  6.873929  6.844524\n",
       "2017-02-16  6.675  6.847  6.875000  6.831667\n",
       "2017-02-17  6.675  6.788  6.866786  6.823810\n",
       "2017-02-20  6.675  6.730  6.855714  6.815000\n",
       "2017-02-21  6.960  6.744  6.864286  6.820238\n",
       "2017-02-22  6.945  6.786  6.873929  6.829286\n",
       "2017-02-23  7.100  6.871  6.893571  6.856429\n",
       "2017-02-24  7.100  6.956  6.900000  6.874524\n",
       "2017-02-27  7.290  7.079  6.920714  6.904524\n",
       "2017-02-28  7.575  7.202  6.964643  6.941905\n",
       "2017-03-01  7.995  7.412  7.039286  6.997381\n",
       "2017-03-02  7.885  7.569  7.104643  7.047143\n",
       "2017-03-03  7.890  7.727  7.170714  7.098571\n",
       "2017-03-06  7.945  7.858  7.246071  7.151905\n",
       "2017-03-07  8.240  7.991  7.353571  7.210476\n",
       "2017-03-08  8.390  8.070  7.476071  7.276667\n",
       "2017-03-09  8.275  8.148  7.590357  7.339286\n",
       "2017-03-10  8.410  8.252  7.714286  7.408810"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# EN - Here, we are merging with concatenation.\n",
    "# TR - Burada concatenation ile birleştirme yapıyoruz.\n",
    "MAs = pd.concat([close_asels,rolling_asels5,rolling_asels14,rolling_asels21] , axis = 1)\n",
    "\n",
    "MAs.dropna( axis =0,  inplace=True)\n",
    "MAs.columns = ['Close', \"short\", \"mid\", \"long\"]\n",
    "MAs.head(30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# EN - The intersection of the Green, Blue and Orange section is important for us. The points where the red, orange and green lines intersect are buy-sell advice for us\n",
    "# TR - Yeşil - mavi - turuncu kesişimi bizim için önemli. Kırmızı, turuncu ve yeşil çizgilerinin kesiştiği noktalar bizim için al-sat tavsiyesi oluyor\n",
    "\n",
    "fig,ax = plt.subplots(figsize= (20,10))\n",
    "ax.plot(close_asels.index, close_asels, label = 'Aselsan')\n",
    "ax.plot(rolling_asels5.index, rolling_asels5, label = '5 days rolling')\n",
    "ax.plot(rolling_asels14.index, rolling_asels14, label = '14 days rolling')\n",
    "ax.plot(rolling_asels21.index, rolling_asels21, label = '21 days rolling')\n",
    "ax.legend(loc = 'upper left');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "# EN - The system is completely based on this def structure. According to the results from here, it will give us green or red light.\n",
    "# TR - Sistem, tamamen bu def yapısı üzerine kurulu. Buradan çıkan sonuçlara göre bize yeşil ya da kırmızı ışık verecek. \n",
    "\n",
    "def buy_sell(data, perc = 50):\n",
    "  buy_sell = []\n",
    "  buy_signal = []\n",
    "  sell_signal = []\n",
    "  flag = 42\n",
    "\n",
    "  sm = np.abs(np.percentile(np.array(data[\"short\"]  - data[\"mid\"]) , perc))\n",
    "  sl = np.abs(np.percentile(np.array(data[\"short\"]  - data[\"long\"]), perc))\n",
    "\n",
    "\n",
    "\n",
    "  for i in range(0, len(data)):\n",
    "    if (data[\"short\"][i] > data[\"mid\"][i] + sm) & (data[\"short\"][i]  > data[\"long\"][i] + sl):\n",
    "      buy_signal.append(np.nan)\n",
    "      if flag !=1:\n",
    "        sell_signal.append(data[\"Close\"][i])  \n",
    "        buy_sell.append(data[\"Close\"][i])\n",
    "        flag = 1 \n",
    "      else:\n",
    "        sell_signal.append(np.nan)\n",
    "    \n",
    "    elif (data[\"short\"][i] < data[\"mid\"][i] - sm) & (data[\"short\"][i]  < data[\"long\"][i] - sl):\n",
    "      sell_signal.append(np.nan)\n",
    "      if flag !=0:\n",
    "        buy_signal.append(data[\"Close\"][i] )  \n",
    "        buy_sell.append(-data[\"Close\"][i])\n",
    "        flag = 0\n",
    "      else:\n",
    "          buy_signal.append(np.nan)\n",
    "    else:\n",
    "      buy_sell.append(np.nan)      \n",
    "      sell_signal.append(np.nan)\n",
    "      buy_signal.append(np.nan)\n",
    "\n",
    "  operations = np.array(buy_sell)\n",
    "  operations = operations[~np.isnan(operations)]\n",
    "\n",
    "\n",
    "\n",
    "  neg = 0  \n",
    "  pos = 0\n",
    "  for i in range(len(operations)):\n",
    "    if operations[i] < 0:\n",
    "      neg = i\n",
    "      break\n",
    "\n",
    "  for i in range(1, len(operations)):\n",
    "    if operations[i] > 0:\n",
    "      pos =  i- 1\n",
    "      break\n",
    "  operations = operations[neg:-pos]\n",
    "  PL = np.sum(operations)\n",
    "  return (buy_signal , sell_signal , PL)    \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "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>Close</th>\n",
       "      <th>short</th>\n",
       "      <th>mid</th>\n",
       "      <th>long</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>2017-01-30</td>\n",
       "      <td>6.790</td>\n",
       "      <td>6.691</td>\n",
       "      <td>6.755357</td>\n",
       "      <td>6.582857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-01-31</td>\n",
       "      <td>6.830</td>\n",
       "      <td>6.706</td>\n",
       "      <td>6.775000</td>\n",
       "      <td>6.616667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-01</td>\n",
       "      <td>6.840</td>\n",
       "      <td>6.768</td>\n",
       "      <td>6.793571</td>\n",
       "      <td>6.655476</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-02</td>\n",
       "      <td>6.810</td>\n",
       "      <td>6.786</td>\n",
       "      <td>6.809286</td>\n",
       "      <td>6.690238</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2017-02-03</td>\n",
       "      <td>6.825</td>\n",
       "      <td>6.819</td>\n",
       "      <td>6.807500</td>\n",
       "      <td>6.723095</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            Close  short       mid      long\n",
       "Date                                        \n",
       "2017-01-30  6.790  6.691  6.755357  6.582857\n",
       "2017-01-31  6.830  6.706  6.775000  6.616667\n",
       "2017-02-01  6.840  6.768  6.793571  6.655476\n",
       "2017-02-02  6.810  6.786  6.809286  6.690238\n",
       "2017-02-03  6.825  6.819  6.807500  6.723095"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "MAs.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "# EN - Finally, we assign the results from the def structure at the top as 'buy' - 'sell'.\n",
    "# TR - Son olarak üst taraftaki def yapısından çıkan sonuçları 'al' - 'sat' olarak atama işlemi yapıyoruz.\n",
    "\n",
    "m = buy_sell(MAs)\n",
    "MAs[\"BUY\"] = m[0]\n",
    "MAs[\"SELL\"] = m[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1152x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# EN - Graphically, its printout gives us buy and sell points.\n",
    "# TR - Grafiksel olarak çıktısı, bize alım satım noktalarını veriyor. \n",
    "\n",
    "plt.figure( figsize = (16,6))\n",
    "plt.scatter( MAs.index, MAs[\"BUY\"], color = \"green\", label = \"BUY\", marker = '^', alpha = 1 )\n",
    "plt.scatter( MAs.index, MAs[\"SELL\"], color = \"red\", label = \"SELL\", marker = 'v', alpha = 1 )\n",
    "plt.plot(  MAs[\"Close\"], label = \"Close Price\", alpha = 0.5)\n",
    "plt.title(\"Buy - Sell with Close Price\")\n",
    "plt.xlabel(\"Day\")\n",
    "plt.ylabel(\"Close Price\")\n",
    "plt.legend(loc=\"upper left\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "# EN - Any transactions made here are not investment advice.\n",
    "# TR - Burada yapılan hiçbir işlem yatırım tavsiyesi değildir."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Sources (Kaynaklar) "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "-https://www.youtube.com/VeriBilimiOkulu/\n",
    "\n",
    "\n",
    "-https://finance.yahoo.com/quote/ASELS.IS?p=ASELS.IS&.tsrc=fin-srch\n",
    "\n",
    "\n",
    "-https://www.tradingview.com/symbols/BIST-ASELS/technicals/"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}